{
  "products": [
    {
      "id": "F01",
      "num": "F01",
      "brand": "Glacier Bay",
      "name": "Glacier Bay chrome 4 in centerset display",
      "model": "4 in centerset",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            250,
            308,
            114,
            101
          ],
          "label": "F01"
        }
      ],
      "suggestion": "Glacier Bay shelf label visible above/below display",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.9,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F01.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11514,
      "classification_confidence": "Medium",
      "visual_evidence": "Glacier Bay shelf label visible above/below display"
    },
    {
      "id": "F02",
      "num": "F02",
      "brand": "Glacier Bay",
      "name": "Glacier Bay chrome centerset display",
      "model": "Centerset",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            404,
            303,
            105,
            105
          ],
          "label": "F02"
        }
      ],
      "suggestion": "Glacier Bay label visible; item-level tag not fully legible",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.8,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F02.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11025,
      "classification_confidence": "Medium",
      "visual_evidence": "Glacier Bay label visible; item-level tag not fully legible"
    },
    {
      "id": "F03",
      "num": "F03",
      "brand": "Glacier Bay",
      "name": "Glacier Bay brushed nickel widespread display",
      "model": "Widespread",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            554,
            303,
            105,
            105
          ],
          "label": "F03"
        }
      ],
      "suggestion": "Glacier Bay label visible on row",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.8,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F03.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11025,
      "classification_confidence": "Medium",
      "visual_evidence": "Glacier Bay label visible on row"
    },
    {
      "id": "F04",
      "num": "F04",
      "brand": "Glacier Bay",
      "name": "Glacier Bay brushed nickel widespread display",
      "model": "Widespread",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            712,
            308,
            110,
            105
          ],
          "label": "F04"
        }
      ],
      "suggestion": "Glacier Bay label visible on shelf tag",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.9,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F04.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11550,
      "classification_confidence": "Medium",
      "visual_evidence": "Glacier Bay label visible on shelf tag"
    },
    {
      "id": "F05",
      "num": "F05",
      "brand": "Glacier Bay",
      "name": "Glacier Bay matte black high-arc display",
      "model": "High-arc",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            844,
            316,
            114,
            114
          ],
          "label": "F05"
        }
      ],
      "suggestion": "Glacier Bay row label visible near black faucet",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 2.1,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F05.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 12996,
      "classification_confidence": "Medium",
      "visual_evidence": "Glacier Bay row label visible near black faucet"
    },
    {
      "id": "F06",
      "num": "F06",
      "brand": "Glacier Bay",
      "name": "Glacier Bay chrome 4 in centerset display",
      "model": "4 in centerset",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            233,
            431,
            105,
            101
          ],
          "label": "F06"
        }
      ],
      "suggestion": "Glacier Bay label visible on display shelf",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.7,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F06.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 10605,
      "classification_confidence": "Medium",
      "visual_evidence": "Glacier Bay label visible on display shelf"
    },
    {
      "id": "F07",
      "num": "F07",
      "brand": "Moen",
      "name": "Moen brushed nickel centerset display",
      "model": "Centerset",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            373,
            439,
            110,
            97
          ],
          "label": "F07"
        }
      ],
      "suggestion": "Moen label visible below product",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.7,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F07.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 1,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 10670,
      "classification_confidence": "High",
      "visual_evidence": "Moen label visible below product"
    },
    {
      "id": "F08",
      "num": "F08",
      "brand": "Delta",
      "name": "Delta chrome centerset display",
      "model": "Centerset",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            514,
            439,
            105,
            101
          ],
          "label": "F08"
        }
      ],
      "suggestion": "Delta red brand tag visible on row; exact model unreadable",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.7,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F08.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 10605,
      "classification_confidence": "Medium",
      "visual_evidence": "Delta red brand tag visible on row; exact model unreadable"
    },
    {
      "id": "F09",
      "num": "F09",
      "brand": "Glacier Bay",
      "name": "Glacier Bay matte black single-handle display",
      "model": "Single-handle",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            655,
            439,
            97,
            114
          ],
          "label": "F09"
        }
      ],
      "suggestion": "Glacier Bay label nearby; black finish visible",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.8,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F09.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11058,
      "classification_confidence": "Medium",
      "visual_evidence": "Glacier Bay label nearby; black finish visible"
    },
    {
      "id": "F10",
      "num": "F10",
      "brand": "Glacier Bay",
      "name": "Glacier Bay matte black centerset display",
      "model": "Centerset",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            804,
            439,
            105,
            114
          ],
          "label": "F10"
        }
      ],
      "suggestion": "Glacier Bay label visible below display",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.9,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F10.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11970,
      "classification_confidence": "Medium",
      "visual_evidence": "Glacier Bay label visible below display"
    },
    {
      "id": "F11",
      "num": "F11",
      "brand": "Glacier Bay",
      "name": "Glacier Bay chrome low-arc display",
      "model": "Low-arc",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            233,
            562,
            105,
            110
          ],
          "label": "F11"
        }
      ],
      "suggestion": "Glacier Bay tag visible on shelf row",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.9,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F11.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11550,
      "classification_confidence": "Medium",
      "visual_evidence": "Glacier Bay tag visible on shelf row"
    },
    {
      "id": "F12",
      "num": "F12",
      "brand": "Kohler",
      "name": "Kohler brushed nickel single-handle display",
      "model": "Single-handle",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            387,
            571,
            110,
            101
          ],
          "label": "F12"
        }
      ],
      "suggestion": "Kohler label visible nearby; exact item unreadable",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.8,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F12.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11110,
      "classification_confidence": "Medium",
      "visual_evidence": "Kohler label visible nearby; exact item unreadable"
    },
    {
      "id": "F13",
      "num": "F13",
      "brand": "Delta",
      "name": "Delta brushed nickel two-handle display",
      "model": "Two-handle",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            527,
            567,
            114,
            110
          ],
          "label": "F13"
        }
      ],
      "suggestion": "Delta brand tag visible on label strip",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 2.0,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F13.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 12540,
      "classification_confidence": "Medium",
      "visual_evidence": "Delta brand tag visible on label strip"
    },
    {
      "id": "F14",
      "num": "F14",
      "brand": "Kohler",
      "name": "Kohler matte black single-handle display",
      "model": "Single-handle",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            659,
            571,
            105,
            123
          ],
          "label": "F14"
        }
      ],
      "suggestion": "Kohler label visible below display",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 2.1,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F14.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 12915,
      "classification_confidence": "Medium",
      "visual_evidence": "Kohler label visible below display"
    },
    {
      "id": "F15",
      "num": "F15",
      "brand": "Moen",
      "name": "Moen matte black widespread display",
      "model": "Widespread",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            786,
            571,
            119,
            119
          ],
          "label": "F15"
        }
      ],
      "suggestion": "Moen label visible below product",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 2.3,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F15.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 1,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 14161,
      "classification_confidence": "High",
      "visual_evidence": "Moen label visible below product"
    },
    {
      "id": "F16",
      "num": "F16",
      "brand": "Delta",
      "name": "Delta matte black 4 in centerset sample",
      "model": "4 in centerset",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            255,
            703,
            97,
            88
          ],
          "label": "F16"
        }
      ],
      "suggestion": "Delta red brand label on front tag",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.4,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F16.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 8536,
      "classification_confidence": "High",
      "visual_evidence": "Delta red brand label on front tag"
    },
    {
      "id": "F17",
      "num": "F17",
      "brand": "Moen",
      "name": "Moen brushed-gold centerset sample",
      "model": "Centerset",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            404,
            690,
            97,
            123
          ],
          "label": "F17"
        }
      ],
      "suggestion": "Moen label visible on orange front tag",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.9,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F17.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 1,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11931,
      "classification_confidence": "High",
      "visual_evidence": "Moen label visible on orange front tag"
    },
    {
      "id": "F18",
      "num": "F18",
      "brand": "Delta",
      "name": "Delta champagne-bronze single-hole sample",
      "model": "Single-hole",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            536,
            677,
            88,
            132
          ],
          "label": "F18"
        }
      ],
      "suggestion": "Delta red brand label on front tag",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.9,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F18.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11616,
      "classification_confidence": "High",
      "visual_evidence": "Delta red brand label on front tag"
    },
    {
      "id": "F19",
      "num": "F19",
      "brand": "Delta",
      "name": "Delta champagne-bronze single-hole sample",
      "model": "Single-hole",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            685,
            677,
            92,
            127
          ],
          "label": "F19"
        }
      ],
      "suggestion": "Delta red brand label on front tag",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.9,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F19.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11684,
      "classification_confidence": "High",
      "visual_evidence": "Delta red brand label on front tag"
    },
    {
      "id": "F20",
      "num": "F20",
      "brand": "Kohler",
      "name": "Kohler chrome widespread sample",
      "model": "Widespread",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            813,
            699,
            105,
            97
          ],
          "label": "F20"
        }
      ],
      "suggestion": "Kohler label visible on front tag",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.6,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F20.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 10185,
      "classification_confidence": "High",
      "visual_evidence": "Kohler label visible on front tag"
    },
    {
      "id": "F21",
      "num": "F21",
      "brand": "Glacier Bay",
      "name": "Glacier Bay chrome centerset display",
      "model": "Centerset",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1032,
            391,
            119,
            88
          ],
          "label": "F21"
        }
      ],
      "suggestion": "Glacier Bay label visible on upper right row",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.7,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F21.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 10472,
      "classification_confidence": "Medium",
      "visual_evidence": "Glacier Bay label visible on upper right row"
    },
    {
      "id": "F22",
      "num": "F22",
      "brand": "Kohler",
      "name": "Kohler brushed nickel widespread display",
      "model": "Widespread",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1169,
            391,
            105,
            97
          ],
          "label": "F22"
        }
      ],
      "suggestion": "Kohler brand label visible near product",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.6,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F22.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 10185,
      "classification_confidence": "Medium",
      "visual_evidence": "Kohler brand label visible near product"
    },
    {
      "id": "F23",
      "num": "F23",
      "brand": "Glacier Bay",
      "name": "Glacier Bay matte black centerset display",
      "model": "Centerset",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1301,
            391,
            119,
            97
          ],
          "label": "F23"
        }
      ],
      "suggestion": "Glacier Bay label visible on shelf tag",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.9,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F23.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11543,
      "classification_confidence": "Medium",
      "visual_evidence": "Glacier Bay label visible on shelf tag"
    },
    {
      "id": "F24",
      "num": "F24",
      "brand": "Glacier Bay",
      "name": "Glacier Bay chrome high-arc display",
      "model": "High-arc",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 42,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1441,
            395,
            88,
            97
          ],
          "label": "F24"
        }
      ],
      "suggestion": "Partial item at image edge; brand inferred from adjacent label",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.4,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F24.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Low",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 8536,
      "classification_confidence": "Low",
      "visual_evidence": "Partial item at image edge; brand inferred from adjacent label"
    },
    {
      "id": "F25",
      "num": "F25",
      "brand": "Glacier Bay",
      "name": "Glacier Bay chrome 8 in widespread display",
      "model": "Widespread",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1032,
            545,
            110,
            101
          ],
          "label": "F25"
        }
      ],
      "suggestion": "Glacier Bay label visible on right bay row",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.8,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F25.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11110,
      "classification_confidence": "Medium",
      "visual_evidence": "Glacier Bay label visible on right bay row"
    },
    {
      "id": "F26",
      "num": "F26",
      "brand": "Kohler",
      "name": "Kohler brushed nickel widespread display",
      "model": "Widespread",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1173,
            536,
            110,
            110
          ],
          "label": "F26"
        }
      ],
      "suggestion": "Kohler tag visible nearby",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 2.0,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F26.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 12100,
      "classification_confidence": "Medium",
      "visual_evidence": "Kohler tag visible nearby"
    },
    {
      "id": "F27",
      "num": "F27",
      "brand": "Glacier Bay",
      "name": "Glacier Bay matte black widespread display",
      "model": "Widespread",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1301,
            536,
            105,
            110
          ],
          "label": "F27"
        }
      ],
      "suggestion": "Glacier Bay tag visible below black display",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.9,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F27.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11550,
      "classification_confidence": "Medium",
      "visual_evidence": "Glacier Bay tag visible below black display"
    },
    {
      "id": "F28",
      "num": "F28",
      "brand": "Moen",
      "name": "Moen brushed nickel widespread display",
      "model": "Widespread",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 42,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1428,
            540,
            105,
            110
          ],
          "label": "F28"
        }
      ],
      "suggestion": "Edge product; Moen label partly visible on lower row",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.9,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F28.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 1,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence Low",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11550,
      "classification_confidence": "Low",
      "visual_evidence": "Edge product; Moen label partly visible on lower row"
    },
    {
      "id": "F29",
      "num": "F29",
      "brand": "Moen",
      "name": "Moen brushed nickel 8 in sample",
      "model": "8 in widespread",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1050,
            707,
            110,
            97
          ],
          "label": "F29"
        }
      ],
      "suggestion": "Moen label visible on orange front tag",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.7,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F29.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 1,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 10670,
      "classification_confidence": "High",
      "visual_evidence": "Moen label visible on orange front tag"
    },
    {
      "id": "F30",
      "num": "F30",
      "brand": "Moen",
      "name": "Moen brushed nickel high-arc sample",
      "model": "High-arc widespread",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1199,
            694,
            105,
            114
          ],
          "label": "F30"
        }
      ],
      "suggestion": "Moen label visible on orange front tag",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.9,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F30.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 1,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 11970,
      "classification_confidence": "High",
      "visual_evidence": "Moen label visible on orange front tag"
    },
    {
      "id": "F31",
      "num": "F31",
      "brand": "Glacier Bay",
      "name": "Glacier Bay matte black widespread sample",
      "model": "Widespread",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1349,
            685,
            132,
            114
          ],
          "label": "F31"
        }
      ],
      "suggestion": "Glacier Bay label visible on orange front tag",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 2.4,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/F31.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Display faucet facing; boxed inventory counted separately when readable",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Main display wall",
      "facing_count_proxy": 1,
      "observed_package_count": 0,
      "observed_display_count": 1,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "0 boxed facing; 1 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 15048,
      "classification_confidence": "High",
      "visual_evidence": "Glacier Bay label visible on orange front tag"
    },
    {
      "id": "B01",
      "num": "B01",
      "brand": "Delta",
      "name": "Delta boxed faucet inventory",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            154,
            848,
            79,
            79
          ],
          "label": "B01"
        }
      ],
      "suggestion": "Delta logo visible on box face",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.0,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B01.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 6241,
      "classification_confidence": "High",
      "visual_evidence": "Delta logo visible on box face"
    },
    {
      "id": "B02",
      "num": "B02",
      "brand": "Delta",
      "name": "Delta boxed faucet inventory",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            250,
            848,
            88,
            79
          ],
          "label": "B02"
        }
      ],
      "suggestion": "Delta logo visible on box face",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.1,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B02.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 6952,
      "classification_confidence": "High",
      "visual_evidence": "Delta logo visible on box face"
    },
    {
      "id": "B03",
      "num": "B03",
      "brand": "Delta",
      "name": "Delta boxed faucet inventory",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            360,
            844,
            92,
            83
          ],
          "label": "B03"
        }
      ],
      "suggestion": "Delta logo visible on box face",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.2,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B03.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 7636,
      "classification_confidence": "High",
      "visual_evidence": "Delta logo visible on box face"
    },
    {
      "id": "B04",
      "num": "B04",
      "brand": "Delta",
      "name": "Delta boxed faucet inventory",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            466,
            844,
            97,
            88
          ],
          "label": "B04"
        }
      ],
      "suggestion": "Delta logo visible on box face",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.4,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B04.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 8536,
      "classification_confidence": "High",
      "visual_evidence": "Delta logo visible on box face"
    },
    {
      "id": "B05",
      "num": "B05",
      "brand": "Other / unreadable",
      "name": "Boxed faucet inventory, brand not readable",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 42,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            576,
            844,
            114,
            92
          ],
          "label": "B05"
        }
      ],
      "suggestion": "Box is visible but brand text is not reliable at this resolution",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.7,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B05.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence Low",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 10488,
      "classification_confidence": "Low",
      "visual_evidence": "Box is visible but brand text is not reliable at this resolution"
    },
    {
      "id": "B06",
      "num": "B06",
      "brand": "Kohler",
      "name": "Kohler boxed faucet inventory",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            712,
            835,
            141,
            101
          ],
          "label": "B06"
        }
      ],
      "suggestion": "Kohler logo visible on box",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 2.3,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B06.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 14241,
      "classification_confidence": "High",
      "visual_evidence": "Kohler logo visible on box"
    },
    {
      "id": "B07",
      "num": "B07",
      "brand": "Kohler",
      "name": "Kohler boxed faucet inventory",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            896,
            830,
            132,
            101
          ],
          "label": "B07"
        }
      ],
      "suggestion": "Kohler logo visible on box",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 2.2,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B07.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 13332,
      "classification_confidence": "High",
      "visual_evidence": "Kohler logo visible on box"
    },
    {
      "id": "B08",
      "num": "B08",
      "brand": "Moen",
      "name": "Moen boxed faucet inventory",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1054,
            835,
            105,
            79
          ],
          "label": "B08"
        }
      ],
      "suggestion": "Moen label visible on box group",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.3,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B08.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 8295,
      "classification_confidence": "High",
      "visual_evidence": "Moen label visible on box group"
    },
    {
      "id": "B09",
      "num": "B09",
      "brand": "Moen",
      "name": "Moen boxed faucet inventory",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1177,
            835,
            114,
            79
          ],
          "label": "B09"
        }
      ],
      "suggestion": "Moen label visible on box group",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.5,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B09.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 9006,
      "classification_confidence": "High",
      "visual_evidence": "Moen label visible on box group"
    },
    {
      "id": "B10",
      "num": "B10",
      "brand": "Other / unreadable",
      "name": "Stacked boxed faucet inventory",
      "model": "Box stack",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 42,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1309,
            835,
            202,
            79
          ],
          "label": "B10"
        }
      ],
      "suggestion": "Stack visible; brand/model tags are not reliably readable",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 2.6,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B10.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence Low",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 15958,
      "classification_confidence": "Low",
      "visual_evidence": "Stack visible; brand/model tags are not reliably readable"
    },
    {
      "id": "B11",
      "num": "B11",
      "brand": "Moen",
      "name": "Moen boxed faucet inventory",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            66,
            980,
            105,
            83
          ],
          "label": "B11"
        }
      ],
      "suggestion": "Moen logo readable on box",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.4,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B11.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 8715,
      "classification_confidence": "High",
      "visual_evidence": "Moen logo readable on box"
    },
    {
      "id": "B12",
      "num": "B12",
      "brand": "Delta",
      "name": "Delta boxed faucet inventory",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            237,
            980,
            105,
            83
          ],
          "label": "B12"
        }
      ],
      "suggestion": "Delta red brand label appears on box face",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.4,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B12.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 8715,
      "classification_confidence": "Medium",
      "visual_evidence": "Delta red brand label appears on box face"
    },
    {
      "id": "B13",
      "num": "B13",
      "brand": "Other / unreadable",
      "name": "Boxed faucet inventory, brand not readable",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 42,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            369,
            980,
            114,
            83
          ],
          "label": "B13"
        }
      ],
      "suggestion": "Text too small/occluded for exact brand",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.5,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B13.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence Low",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 9462,
      "classification_confidence": "Low",
      "visual_evidence": "Text too small/occluded for exact brand"
    },
    {
      "id": "B14",
      "num": "B14",
      "brand": "Other / unreadable",
      "name": "Boxed faucet inventory, brand not readable",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 42,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            633,
            975,
            105,
            88
          ],
          "label": "B14"
        }
      ],
      "suggestion": "Box face partly occluded",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.5,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B14.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence Low",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 9240,
      "classification_confidence": "Low",
      "visual_evidence": "Box face partly occluded"
    },
    {
      "id": "B15",
      "num": "B15",
      "brand": "Moen",
      "name": "Moen boxed faucet inventory",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            778,
            967,
            132,
            97
          ],
          "label": "B15"
        }
      ],
      "suggestion": "Moen brand visible on box face",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 2.1,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B15.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 12804,
      "classification_confidence": "High",
      "visual_evidence": "Moen brand visible on box face"
    },
    {
      "id": "B16",
      "num": "B16",
      "brand": "Moen",
      "name": "Moen boxed faucet inventory",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1024,
            967,
            105,
            97
          ],
          "label": "B16"
        }
      ],
      "suggestion": "Moen label visible on box",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.6,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B16.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 10185,
      "classification_confidence": "High",
      "visual_evidence": "Moen label visible on box"
    },
    {
      "id": "B17",
      "num": "B17",
      "brand": "Kohler",
      "name": "Kohler stacked boxed inventory",
      "model": "Box stack",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1177,
            967,
            193,
            88
          ],
          "label": "B17"
        }
      ],
      "suggestion": "Kohler branding visible nearby in lower bay",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 2.7,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B17.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 16984,
      "classification_confidence": "Medium",
      "visual_evidence": "Kohler branding visible nearby in lower bay"
    },
    {
      "id": "B18",
      "num": "B18",
      "brand": "Kohler",
      "name": "Kohler boxed faucet inventory",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 66,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            272,
            1098,
            163,
            97
          ],
          "label": "B18"
        }
      ],
      "suggestion": "Dark Kohler-style packaging visible; exact item not readable",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 2.6,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B18.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence Medium",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 15811,
      "classification_confidence": "Medium",
      "visual_evidence": "Dark Kohler-style packaging visible; exact item not readable"
    },
    {
      "id": "B19",
      "num": "B19",
      "brand": "Other / unreadable",
      "name": "Boxed faucet inventory, brand not readable",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 42,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            510,
            1090,
            88,
            105
          ],
          "label": "B19"
        }
      ],
      "suggestion": "Brand text too small at current resolution",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.5,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B19.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence Low",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 9240,
      "classification_confidence": "Low",
      "visual_evidence": "Brand text too small at current resolution"
    },
    {
      "id": "B20",
      "num": "B20",
      "brand": "Other / unreadable",
      "name": "Boxed faucet inventory, brand not readable",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 42,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            694,
            1090,
            149,
            105
          ],
          "label": "B20"
        }
      ],
      "suggestion": "Box shape visible; brand/model not reliably legible",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 2.5,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B20.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence Low",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 15645,
      "classification_confidence": "Low",
      "visual_evidence": "Box shape visible; brand/model not reliably legible"
    },
    {
      "id": "B21",
      "num": "B21",
      "brand": "Kohler",
      "name": "Kohler boxed faucet inventory",
      "model": "Box",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 88,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            984,
            1107,
            97,
            105
          ],
          "label": "B21"
        }
      ],
      "suggestion": "Kohler brand and gold faucet artwork visible",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 1.6,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B21.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 1,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence High",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 10185,
      "classification_confidence": "High",
      "visual_evidence": "Kohler brand and gold faucet artwork visible"
    },
    {
      "id": "B22",
      "num": "B22",
      "brand": "Other / unreadable",
      "name": "Stacked boxed inventory, brand not readable",
      "model": "Box stack",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 42,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1054,
            1107,
            141,
            105
          ],
          "label": "B22"
        }
      ],
      "suggestion": "Grey boxes visible; brand tags not readable",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 2.4,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B22.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence Low",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 14805,
      "classification_confidence": "Low",
      "visual_evidence": "Grey boxes visible; brand tags not readable"
    },
    {
      "id": "B23",
      "num": "B23",
      "brand": "Other / unreadable",
      "name": "Stacked boxed inventory, brand not readable",
      "model": "Box stack",
      "category": "Bathroom Faucets",
      "price": "Verify shelf tag / item master",
      "rating": "Not verified",
      "reviews": "0",
      "visibility": 42,
      "url": "",
      "hotspots": [
        {
          "bbox": [
            1230,
            1107,
            220,
            97
          ],
          "label": "B23"
        }
      ],
      "suggestion": "Stack visible; item text not reliable",
      "lowes_item": "Verify with item master",
      "price_status": "Visual shelf-photo classification; not live price matched",
      "source_ref": "User-supplied photo; visual classification pass",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_share_pct": 3.5,
      "estimated_bay_sales_share_basis": "Visible product overlay area divided by total visible product overlay area; proxy only, not sales or planogram truth.",
      "thumbnail_url": "thumbs/B23.jpg",
      "thumbnail_source": "Local crop from supplied shelf photo",
      "visible_stock_facings": 0,
      "potential_stockout_facings": 0,
      "availability_note": "Visible boxed inventory facing",
      "image_price_label": "Not OCR verified",
      "image_price_category": "Shelf tag visible / not item matched",
      "related_promo_signage": "",
      "picture_location": "Lower boxed inventory",
      "facing_count_proxy": 1,
      "observed_package_count": 1,
      "observed_display_count": 0,
      "observed_inventory_count": 1,
      "observed_pallet_count": 0,
      "observed_inventory_summary": "1 boxed facing; 0 display facing; confidence Low",
      "observed_inventory_basis": "Image count of visible display fixtures and sellable boxed facings. Low-confidence boxes are marked for QA rather than guessed.",
      "price_label_bbox": null,
      "price_label_image_data_url": "",
      "product_area_px": 21340,
      "classification_confidence": "Low",
      "visual_evidence": "Stack visible; item text not reliable"
    }
  ],
  "mentionables": [
    {
      "id": "cat_header",
      "tag": "N1",
      "name": "Bathroom faucets category / bay context",
      "type": "Category sign",
      "bbox": [
        456,
        246,
        632,
        70
      ],
      "visibility": "Medium",
      "note": "Upper display bay contains bathroom faucet fixtures; store/bay context is inferred from the supplied image and user request.",
      "picture_location": "Display signage",
      "pricing_signal_type": "Category signage"
    },
    {
      "id": "price_strip_mid",
      "tag": "N2",
      "name": "Mid-shelf price label band",
      "type": "Price strip",
      "bbox": [
        202,
        652,
        1107,
        61
      ],
      "visibility": "High",
      "note": "Shelf tags are visible across the display row, but item-level OCR is not reliable enough for pricing claims.",
      "picture_location": "Main shelf label strip",
      "pricing_signal_type": "Price labels visible"
    },
    {
      "id": "lower_box_qa",
      "tag": "N3",
      "name": "Lower-shelf boxed inventory QA zone",
      "type": "Classification QA zone",
      "bbox": [
        131,
        847,
        1247,
        377
      ],
      "visibility": "High",
      "note": "Lower shelves are treated conservatively: boxes with unreadable brand/model text are not guessed.",
      "picture_location": "Lower boxed inventory",
      "pricing_signal_type": "QA note"
    },
    {
      "id": "finding_4",
      "tag": "N4",
      "name": "Mixed-brand bay is readable at the brand level",
      "type": "Finding note",
      "bbox": [
        1124,
        562,
        219,
        48
      ],
      "visibility": "Medium",
      "note": "Glacier Bay, Moen, Kohler, and Delta labels are visibly represented across the display wall and lower inventory shelves.",
      "picture_location": "Insight note",
      "pricing_signal_type": "None"
    },
    {
      "id": "finding_5",
      "tag": "N5",
      "name": "Lower-shelf boxes should not be forced into exact SKUs",
      "type": "Finding note",
      "bbox": [
        1146,
        623,
        219,
        48
      ],
      "visibility": "Medium",
      "note": "Several bottom/mid-lower boxes are visible but brand/model text is not readable enough for item-level classification; those are marked Other / unreadable instead of guessed.",
      "picture_location": "Insight note",
      "pricing_signal_type": "None"
    },
    {
      "id": "finding_6",
      "tag": "N6",
      "name": "Moen has strong premium-finish presence",
      "type": "Finding note",
      "bbox": [
        1168,
        685,
        219,
        48
      ],
      "visibility": "Medium",
      "note": "Moen is visible in the front sample row and right-bay sample area, including brushed nickel, matte black, and gold/brass finishes.",
      "picture_location": "Insight note",
      "pricing_signal_type": "None"
    }
  ],
  "targets": [
    {
      "id": "T1",
      "slot": "Candidate premium display gap",
      "bbox": [
        712,
        707,
        79,
        83
      ],
      "product": "Candidate premium display gap",
      "price": "To be set after item-master match",
      "rating": "Not verified",
      "reviews": "0",
      "url": "",
      "practicality": 76,
      "impact": 70,
      "suggestion": "Front sample row has a visually open/low-density tile between premium finish samples",
      "lowes_item": "TBD",
      "model": "Open/weak display area",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_impact_pct": 1.1,
      "estimated_bay_sales_impact_basis": "Target overlay area divided by total visible product overlay area; proxy only.",
      "picture_location": "Main Section target opportunity",
      "image_price_category": "Target scenario placeholder"
    },
    {
      "id": "T2",
      "slot": "Lower-shelf inventory facing cleanup",
      "bbox": [
        576,
        962,
        198,
        110
      ],
      "product": "Lower-shelf inventory facing cleanup",
      "price": "To be set after item-master match",
      "rating": "Not verified",
      "reviews": "0",
      "url": "",
      "practicality": 62,
      "impact": 58,
      "suggestion": "Lower shelf has mixed facings and low-confidence box identification",
      "lowes_item": "TBD",
      "model": "Facing cleanup",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_impact_pct": 3.5,
      "estimated_bay_sales_impact_basis": "Target overlay area divided by total visible product overlay area; proxy only.",
      "picture_location": "Main Section target opportunity",
      "image_price_category": "Target scenario placeholder"
    },
    {
      "id": "T3",
      "slot": "Right-bay Moen adjacency expansion",
      "bbox": [
        1037,
        677,
        281,
        141
      ],
      "product": "Right-bay Moen adjacency expansion",
      "price": "To be set after item-master match",
      "rating": "Not verified",
      "reviews": "0",
      "url": "",
      "practicality": 62,
      "impact": 58,
      "suggestion": "Moen display is adjacent to Glacier Bay and could be benchmarked against neighboring brands",
      "lowes_item": "TBD",
      "model": "Adjacency target",
      "lowes_page_verified": "not item-page verified in this package",
      "estimated_bay_sales_impact_pct": 6.4,
      "estimated_bay_sales_impact_basis": "Target overlay area divided by total visible product overlay area; proxy only.",
      "picture_location": "Main Section target opportunity",
      "image_price_category": "Target scenario placeholder"
    }
  ],
  "image": {
    "width": 1536,
    "height": 1350
  },
  "store": {
    "location": "Manchester, CT",
    "lowes_store_number": "0763",
    "address": "31 Buckland Hills Drive",
    "date": "June 30, 2026",
    "category": "Bathroom Faucets",
    "bay_name": "Bathroom Faucets \u2014 Bay 3"
  },
  "lowes_refresh": {
    "refreshed_at": "2026-06-30 visual classification rebuild",
    "method": "Visual shelf-photo classification; item-master matching pending",
    "store_context": "Lowe's Manchester, CT / Bathroom Faucets / Bay 3",
    "note": "This initial-setup-match build preserves the original ShelfLens page shell and functionality while replacing the bay image and classification ledger.",
    "last_manual_recheck_utc": "2026-06-30T00:00:00Z",
    "verification_note": "Classifications are conservative where product labels are not readable.",
    "classification_rechecked_utc": "2026-06-30T00:00:00Z"
  },
  "image_overlap_check": {
    "updated_utc": "2026-06-30T00:00:00Z",
    "product_hotspot_adjustments": "Generated from faucet Bay 3 visual classification boxes and scaled to 1536 px image width.",
    "remaining_product_overlaps": "Some display boxes overlap visually because fixtures are dense; no product identity is asserted solely by overlap.",
    "z_index_rule": "Product boxes above mentions; targets above products."
  },
  "product_matching_routine": {
    "purpose": "Preserve original ShelfLens QA workflow while using conservative bathroom faucet classification.",
    "routine": [
      "Classify display faucets separately from lower boxed inventory.",
      "Use brand/model text only when readable enough.",
      "Mark unreadable boxes as Other / unreadable instead of guessing.",
      "Use overlay edit and mismatch signal tools for follow-up corrections."
    ],
    "new_qc_flags": [
      "Lower-shelf boxes need close-up validation before item-master match.",
      "Photo-wide brand share is a visual proxy, not POS sales."
    ]
  },
  "bay_sales_impact_method": {
    "method": "Visible overlay area proxy only.",
    "denominator_product_overlay_area_px": 617796,
    "caution": "Do not treat image area as sales, planogram linear footage, or unit inventory.",
    "last_recomputed_utc": "2026-06-30T00:00:00Z"
  },
  "share_of_shelf": {
    "method": "Brand share = sum of product overlay box area by brand divided by total visible product overlay area. 100% = visible product footprint of the bay, not POS sales.",
    "color_note": "Brand colors are held consistent across overlay, donut, and charts.",
    "brand_color_map": {
      "Moen": "#2f80ed",
      "Kohler": "#8b5cf6",
      "Glacier Bay": "#f97316",
      "Delta": "#14b8a6",
      "Pfister": "#14B8A6",
      "Allen + Roth": "#64748B",
      "Other / unreadable": "#94a3b8",
      "Other / Unreadable": "#94A3B8",
      "Other": "#94A3B8"
    },
    "brands": [
      {
        "brand": "Glacier Bay",
        "area_px": 171552,
        "share_pct": 27.8,
        "color": "#f97316"
      },
      {
        "brand": "Kohler",
        "area_px": 127048,
        "share_pct": 20.6,
        "color": "#8b5cf6"
      },
      {
        "brand": "Moen",
        "area_px": 119957,
        "share_pct": 19.4,
        "color": "#2f80ed"
      },
      {
        "brand": "Other / unreadable",
        "area_px": 106178,
        "share_pct": 17.2,
        "color": "#94a3b8"
      },
      {
        "brand": "Delta",
        "area_px": 93061,
        "share_pct": 15.1,
        "color": "#14b8a6"
      }
    ]
  },
  "dashboard_charts": {
    "note": "Historical chart values before current photo are placeholders until additional dated bathroom-faucet shelf photos are loaded.",
    "historical_share_placeholder": [
      {
        "period": "Previous photo A placeholder",
        "brands": {
          "Glacier Bay": 26.3,
          "Kohler": 21.0,
          "Moen": 21.8,
          "Other / unreadable": 15.5,
          "Delta": 15.4
        }
      },
      {
        "period": "Previous photo B placeholder",
        "brands": {
          "Glacier Bay": 27.0,
          "Kohler": 20.8,
          "Moen": 20.6,
          "Other / unreadable": 16.3,
          "Delta": 15.2
        }
      },
      {
        "period": "Current photo",
        "brands": {
          "_use_current_share_of_shelf": true
        }
      }
    ],
    "facings_history_placeholder": [
      {
        "period": "Previous A",
        "brands": {
          "Glacier Bay": 14,
          "Kohler": 9,
          "Moen": 10,
          "Other / unreadable": 7,
          "Delta": 9
        }
      },
      {
        "period": "Previous B",
        "brands": {
          "Glacier Bay": 15,
          "Kohler": 10,
          "Moen": 11,
          "Other / unreadable": 8,
          "Delta": 10
        }
      },
      {
        "period": "Current",
        "brands": {
          "_use_current_facings": true
        }
      }
    ],
    "availability_rule": "Image-based only: sellable boxed inventory counts as stocked; display fixtures and unreadable boxes require item-master validation.",
    "availability_key_brand_note": "Key brands in this photo include Moen, Kohler, Glacier Bay, Delta/Pfister where readable, and Other / unreadable for low-confidence boxes.",
    "feature_space_flags": [
      {
        "flag": "Display wall",
        "element": "Mounted faucet samples",
        "status": "Detected",
        "note": "Display fixtures are classified separately from boxed inventory facings."
      },
      {
        "flag": "Lower boxed inventory",
        "element": "Boxes on lower shelves",
        "status": "Detected",
        "note": "Unreadable boxes are not forced into brand/model classifications."
      },
      {
        "flag": "Promo/endcap pallet",
        "element": "No separate feature pallet identified in supplied image",
        "status": "Not detected",
        "note": "Track separately if a second photo shows a feature placement."
      }
    ],
    "layout_recommendations": [
      "Keep the original half-size image plus right-side strategy panel from the initial setup.",
      "Use the product overlay layer for classification QA and the target layer for merchandising scenario discussion.",
      "Keep lower-shelf boxed inventory conservative until close-up price strips or item master are matched.",
      "Use search and the Excel export for buyer/account follow-up notes."
    ]
  },
  "shopper_heatmap": {
    "default_visible": true,
    "method": "Estimated attention heatmap, not eye tracking. Heat is based on product display area, visibility/confidence, shelf/price tag zones, and scenario targets.",
    "caution": "Use as a presentation and hypothesis layer only. Validate with sales/inventory/planogram data before operational decisions.",
    "color_scale": [
      {
        "color": "red",
        "meaning": "highest estimated attention"
      },
      {
        "color": "yellow",
        "meaning": "medium estimated attention"
      },
      {
        "color": "blue",
        "meaning": "lower peripheral attention"
      }
    ],
    "zones": [
      {
        "id": "product_F01_0",
        "label": "F01 Glacier Bay Glacier Bay chrome 4 in centerset display",
        "source_type": "product",
        "bbox": [
          250,
          308,
          114,
          101
        ],
        "center": [
          307.0,
          358.5
        ],
        "radius_px": 74.1,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F02_0",
        "label": "F02 Glacier Bay Glacier Bay chrome centerset display",
        "source_type": "product",
        "bbox": [
          404,
          303,
          105,
          105
        ],
        "center": [
          456.5,
          355.5
        ],
        "radius_px": 68.2,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F03_0",
        "label": "F03 Glacier Bay Glacier Bay brushed nickel widespread display",
        "source_type": "product",
        "bbox": [
          554,
          303,
          105,
          105
        ],
        "center": [
          606.5,
          355.5
        ],
        "radius_px": 68.2,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F04_0",
        "label": "F04 Glacier Bay Glacier Bay brushed nickel widespread display",
        "source_type": "product",
        "bbox": [
          712,
          308,
          110,
          105
        ],
        "center": [
          767.0,
          360.5
        ],
        "radius_px": 71.5,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F05_0",
        "label": "F05 Glacier Bay Glacier Bay matte black high-arc display",
        "source_type": "product",
        "bbox": [
          844,
          316,
          114,
          114
        ],
        "center": [
          901.0,
          373.0
        ],
        "radius_px": 74.1,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F06_0",
        "label": "F06 Glacier Bay Glacier Bay chrome 4 in centerset display",
        "source_type": "product",
        "bbox": [
          233,
          431,
          105,
          101
        ],
        "center": [
          285.5,
          481.5
        ],
        "radius_px": 68.2,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F07_0",
        "label": "F07 Moen Moen brushed nickel centerset display",
        "source_type": "product",
        "bbox": [
          373,
          439,
          110,
          97
        ],
        "center": [
          428.0,
          487.5
        ],
        "radius_px": 71.5,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F08_0",
        "label": "F08 Delta Delta chrome centerset display",
        "source_type": "product",
        "bbox": [
          514,
          439,
          105,
          101
        ],
        "center": [
          566.5,
          489.5
        ],
        "radius_px": 68.2,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F09_0",
        "label": "F09 Glacier Bay Glacier Bay matte black single-handle display",
        "source_type": "product",
        "bbox": [
          655,
          439,
          97,
          114
        ],
        "center": [
          703.5,
          496.0
        ],
        "radius_px": 74.1,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F10_0",
        "label": "F10 Glacier Bay Glacier Bay matte black centerset display",
        "source_type": "product",
        "bbox": [
          804,
          439,
          105,
          114
        ],
        "center": [
          856.5,
          496.0
        ],
        "radius_px": 74.1,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F11_0",
        "label": "F11 Glacier Bay Glacier Bay chrome low-arc display",
        "source_type": "product",
        "bbox": [
          233,
          562,
          105,
          110
        ],
        "center": [
          285.5,
          617.0
        ],
        "radius_px": 71.5,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F12_0",
        "label": "F12 Kohler Kohler brushed nickel single-handle display",
        "source_type": "product",
        "bbox": [
          387,
          571,
          110,
          101
        ],
        "center": [
          442.0,
          621.5
        ],
        "radius_px": 71.5,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F13_0",
        "label": "F13 Delta Delta brushed nickel two-handle display",
        "source_type": "product",
        "bbox": [
          527,
          567,
          114,
          110
        ],
        "center": [
          584.0,
          622.0
        ],
        "radius_px": 74.1,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F14_0",
        "label": "F14 Kohler Kohler matte black single-handle display",
        "source_type": "product",
        "bbox": [
          659,
          571,
          105,
          123
        ],
        "center": [
          711.5,
          632.5
        ],
        "radius_px": 80.0,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F15_0",
        "label": "F15 Moen Moen matte black widespread display",
        "source_type": "product",
        "bbox": [
          786,
          571,
          119,
          119
        ],
        "center": [
          845.5,
          630.5
        ],
        "radius_px": 77.4,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F16_0",
        "label": "F16 Delta Delta matte black 4 in centerset sample",
        "source_type": "product",
        "bbox": [
          255,
          703,
          97,
          88
        ],
        "center": [
          303.5,
          747.0
        ],
        "radius_px": 63.1,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F17_0",
        "label": "F17 Moen Moen brushed-gold centerset sample",
        "source_type": "product",
        "bbox": [
          404,
          690,
          97,
          123
        ],
        "center": [
          452.5,
          751.5
        ],
        "radius_px": 80.0,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F18_0",
        "label": "F18 Delta Delta champagne-bronze single-hole sample",
        "source_type": "product",
        "bbox": [
          536,
          677,
          88,
          132
        ],
        "center": [
          580.0,
          743.0
        ],
        "radius_px": 85.8,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F19_0",
        "label": "F19 Delta Delta champagne-bronze single-hole sample",
        "source_type": "product",
        "bbox": [
          685,
          677,
          92,
          127
        ],
        "center": [
          731.0,
          740.5
        ],
        "radius_px": 82.5,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F20_0",
        "label": "F20 Kohler Kohler chrome widespread sample",
        "source_type": "product",
        "bbox": [
          813,
          699,
          105,
          97
        ],
        "center": [
          865.5,
          747.5
        ],
        "radius_px": 68.2,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F21_0",
        "label": "F21 Glacier Bay Glacier Bay chrome centerset display",
        "source_type": "product",
        "bbox": [
          1032,
          391,
          119,
          88
        ],
        "center": [
          1091.5,
          435.0
        ],
        "radius_px": 77.4,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F22_0",
        "label": "F22 Kohler Kohler brushed nickel widespread display",
        "source_type": "product",
        "bbox": [
          1169,
          391,
          105,
          97
        ],
        "center": [
          1221.5,
          439.5
        ],
        "radius_px": 68.2,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F23_0",
        "label": "F23 Glacier Bay Glacier Bay matte black centerset display",
        "source_type": "product",
        "bbox": [
          1301,
          391,
          119,
          97
        ],
        "center": [
          1360.5,
          439.5
        ],
        "radius_px": 77.4,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F24_0",
        "label": "F24 Glacier Bay Glacier Bay chrome high-arc display",
        "source_type": "product",
        "bbox": [
          1441,
          395,
          88,
          97
        ],
        "center": [
          1485.0,
          443.5
        ],
        "radius_px": 63.1,
        "weight": 0.602,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F25_0",
        "label": "F25 Glacier Bay Glacier Bay chrome 8 in widespread display",
        "source_type": "product",
        "bbox": [
          1032,
          545,
          110,
          101
        ],
        "center": [
          1087.0,
          595.5
        ],
        "radius_px": 71.5,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F26_0",
        "label": "F26 Kohler Kohler brushed nickel widespread display",
        "source_type": "product",
        "bbox": [
          1173,
          536,
          110,
          110
        ],
        "center": [
          1228.0,
          591.0
        ],
        "radius_px": 71.5,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F27_0",
        "label": "F27 Glacier Bay Glacier Bay matte black widespread display",
        "source_type": "product",
        "bbox": [
          1301,
          536,
          105,
          110
        ],
        "center": [
          1353.5,
          591.0
        ],
        "radius_px": 71.5,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F28_0",
        "label": "F28 Moen Moen brushed nickel widespread display",
        "source_type": "product",
        "bbox": [
          1428,
          540,
          105,
          110
        ],
        "center": [
          1480.5,
          595.0
        ],
        "radius_px": 71.5,
        "weight": 0.602,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F29_0",
        "label": "F29 Moen Moen brushed nickel 8 in sample",
        "source_type": "product",
        "bbox": [
          1050,
          707,
          110,
          97
        ],
        "center": [
          1105.0,
          755.5
        ],
        "radius_px": 71.5,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F30_0",
        "label": "F30 Moen Moen brushed nickel high-arc sample",
        "source_type": "product",
        "bbox": [
          1199,
          694,
          105,
          114
        ],
        "center": [
          1251.5,
          751.0
        ],
        "radius_px": 74.1,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_F31_0",
        "label": "F31 Glacier Bay Glacier Bay matte black widespread sample",
        "source_type": "product",
        "bbox": [
          1349,
          685,
          132,
          114
        ],
        "center": [
          1415.0,
          742.0
        ],
        "radius_px": 85.8,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B01_0",
        "label": "B01 Delta Delta boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          154,
          848,
          79,
          79
        ],
        "center": [
          193.5,
          887.5
        ],
        "radius_px": 51.4,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B02_0",
        "label": "B02 Delta Delta boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          250,
          848,
          88,
          79
        ],
        "center": [
          294.0,
          887.5
        ],
        "radius_px": 57.2,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B03_0",
        "label": "B03 Delta Delta boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          360,
          844,
          92,
          83
        ],
        "center": [
          406.0,
          885.5
        ],
        "radius_px": 59.8,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B04_0",
        "label": "B04 Delta Delta boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          466,
          844,
          97,
          88
        ],
        "center": [
          514.5,
          888.0
        ],
        "radius_px": 63.1,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B05_0",
        "label": "B05 Other / unreadable Boxed faucet inventory, brand not readable",
        "source_type": "product",
        "bbox": [
          576,
          844,
          114,
          92
        ],
        "center": [
          633.0,
          890.0
        ],
        "radius_px": 74.1,
        "weight": 0.602,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B06_0",
        "label": "B06 Kohler Kohler boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          712,
          835,
          141,
          101
        ],
        "center": [
          782.5,
          885.5
        ],
        "radius_px": 91.7,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B07_0",
        "label": "B07 Kohler Kohler boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          896,
          830,
          132,
          101
        ],
        "center": [
          962.0,
          880.5
        ],
        "radius_px": 85.8,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B08_0",
        "label": "B08 Moen Moen boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          1054,
          835,
          105,
          79
        ],
        "center": [
          1106.5,
          874.5
        ],
        "radius_px": 68.2,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B09_0",
        "label": "B09 Moen Moen boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          1177,
          835,
          114,
          79
        ],
        "center": [
          1234.0,
          874.5
        ],
        "radius_px": 74.1,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B10_0",
        "label": "B10 Other / unreadable Stacked boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          1309,
          835,
          202,
          79
        ],
        "center": [
          1410.0,
          874.5
        ],
        "radius_px": 131.3,
        "weight": 0.602,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B11_0",
        "label": "B11 Moen Moen boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          66,
          980,
          105,
          83
        ],
        "center": [
          118.5,
          1021.5
        ],
        "radius_px": 68.2,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B12_0",
        "label": "B12 Delta Delta boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          237,
          980,
          105,
          83
        ],
        "center": [
          289.5,
          1021.5
        ],
        "radius_px": 68.2,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B13_0",
        "label": "B13 Other / unreadable Boxed faucet inventory, brand not readable",
        "source_type": "product",
        "bbox": [
          369,
          980,
          114,
          83
        ],
        "center": [
          426.0,
          1021.5
        ],
        "radius_px": 74.1,
        "weight": 0.602,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B14_0",
        "label": "B14 Other / unreadable Boxed faucet inventory, brand not readable",
        "source_type": "product",
        "bbox": [
          633,
          975,
          105,
          88
        ],
        "center": [
          685.5,
          1019.0
        ],
        "radius_px": 68.2,
        "weight": 0.602,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B15_0",
        "label": "B15 Moen Moen boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          778,
          967,
          132,
          97
        ],
        "center": [
          844.0,
          1015.5
        ],
        "radius_px": 85.8,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B16_0",
        "label": "B16 Moen Moen boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          1024,
          967,
          105,
          97
        ],
        "center": [
          1076.5,
          1015.5
        ],
        "radius_px": 68.2,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B17_0",
        "label": "B17 Kohler Kohler stacked boxed inventory",
        "source_type": "product",
        "bbox": [
          1177,
          967,
          193,
          88
        ],
        "center": [
          1273.5,
          1011.0
        ],
        "radius_px": 125.5,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B18_0",
        "label": "B18 Kohler Kohler boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          272,
          1098,
          163,
          97
        ],
        "center": [
          353.5,
          1146.5
        ],
        "radius_px": 106.0,
        "weight": 0.746,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B19_0",
        "label": "B19 Other / unreadable Boxed faucet inventory, brand not readable",
        "source_type": "product",
        "bbox": [
          510,
          1090,
          88,
          105
        ],
        "center": [
          554.0,
          1142.5
        ],
        "radius_px": 68.2,
        "weight": 0.602,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B20_0",
        "label": "B20 Other / unreadable Boxed faucet inventory, brand not readable",
        "source_type": "product",
        "bbox": [
          694,
          1090,
          149,
          105
        ],
        "center": [
          768.5,
          1142.5
        ],
        "radius_px": 96.9,
        "weight": 0.602,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B21_0",
        "label": "B21 Kohler Kohler boxed faucet inventory",
        "source_type": "product",
        "bbox": [
          984,
          1107,
          97,
          105
        ],
        "center": [
          1032.5,
          1159.5
        ],
        "radius_px": 68.2,
        "weight": 0.878,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B22_0",
        "label": "B22 Other / unreadable Stacked boxed inventory, brand not readable",
        "source_type": "product",
        "bbox": [
          1054,
          1107,
          141,
          105
        ],
        "center": [
          1124.5,
          1159.5
        ],
        "radius_px": 91.7,
        "weight": 0.602,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "product_B23_0",
        "label": "B23 Other / unreadable Stacked boxed inventory, brand not readable",
        "source_type": "product",
        "bbox": [
          1230,
          1107,
          220,
          97
        ],
        "center": [
          1340.0,
          1155.5
        ],
        "radius_px": 143.0,
        "weight": 0.602,
        "reason": "Visual attention proxy weighted by display/box size and classification confidence."
      },
      {
        "id": "target_T1",
        "label": "Candidate premium display gap",
        "source_type": "target",
        "bbox": [
          712,
          707,
          79,
          83
        ],
        "center": [
          751.5,
          748.5
        ],
        "radius_px": 58.1,
        "weight": 0.72,
        "reason": "Scenario target opportunity zone."
      },
      {
        "id": "target_T2",
        "label": "Lower-shelf inventory facing cleanup",
        "source_type": "target",
        "bbox": [
          576,
          962,
          198,
          110
        ],
        "center": [
          675.0,
          1017.0
        ],
        "radius_px": 138.6,
        "weight": 0.72,
        "reason": "Scenario target opportunity zone."
      },
      {
        "id": "target_T3",
        "label": "Right-bay Moen adjacency expansion",
        "source_type": "target",
        "bbox": [
          1037,
          677,
          281,
          141
        ],
        "center": [
          1177.5,
          747.5
        ],
        "radius_px": 196.7,
        "weight": 0.72,
        "reason": "Scenario target opportunity zone."
      }
    ],
    "last_product_hotspot_rebuild_utc": "2026-06-30T00:00:00Z",
    "rebuild_note": "Rebuilt for Bathroom Faucets Bay 3 initial setup match package."
  },
  "brand_color_map": {
    "Moen": "#2f80ed",
    "Kohler": "#8b5cf6",
    "Glacier Bay": "#f97316",
    "Delta": "#14b8a6",
    "Pfister": "#14B8A6",
    "Allen + Roth": "#64748B",
    "Other / unreadable": "#94a3b8",
    "Other / Unreadable": "#94A3B8",
    "Other": "#94A3B8"
  },
  "share_of_shelf_modes": {
    "facings": "Brand share = count of visible product facings / boxes / hotspots for brand divided by total visible product facings / boxes / hotspots.",
    "space": "Brand share = summed product overlay area for brand divided by total product overlay area."
  },
  "price_label_categories": {
    "allowed_values": [
      "Shelf tag visible / not item matched",
      "Not OCR verified",
      "Target scenario placeholder"
    ],
    "current_photo_note": "Shelf tags are visible, but item-level price OCR is not reliable enough for pricing claims from this image alone."
  },
  "picture_location_taxonomy": {
    "main_section": "Mounted display faucet wall and front display shelf.",
    "display_feature_space": "Signage, shelf-label strips, and special display areas when present."
  },
  "heatmap_method_note": "Research-informed visual proxy: combines center/eye-level bias, object/display centers, text/signage bands, visible product area, and business context. Not eye tracking.",
  "layout_cleanup_options": [
    "Use this package as the initial setup match for the faucet bay.",
    "Retain TOS gate, edit QA tools, Excel export, zoom, search, and Shelfy drawer.",
    "Do not use the previous mock-dashboard package when exact initial setup continuity matters.",
    "Mark lower-shelf unreadable boxes conservatively until close-up validation."
  ],
  "demo_id": "DataladderAI_Lowes_Manchester_CT_Bathroom_Faucets_Bay3_2026-06-30_initial_setup_match"
}