B&H Photo Video Product Scraper: Extract Camera & Electronics Data

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What Is B&H Photo Video?

B&H Photo Video is a leading U.S. electronics retailer specializing in cameras, lenses, audio equipment, computers, and professional video gear. With thousands of SKUs across multiple categories and frequent price changes, manually tracking inventory and pricing is inefficient. The B&H Photo Video Product Scraper automates data collection from search results pages, delivering structured product information in seconds.

---

Overview

The B&H Photo Video Product Scraper extracts detailed product listings from category and search pages on bhphotovideo.com. It transforms unstructured HTML into clean, structured records containing pricing, availability, reviews, and promotional details. Ideal for:

• Price monitoring services tracking camera and electronics costs
• E-commerce aggregators feeding product data into comparison platforms
• Market researchers analyzing pricing trends in retail electronics
• Competitors benchmarking product selection and availability
• Affiliate marketers building dynamic product feeds

The scraper handles pagination efficiently, respects rate limits, and includes optional failure tolerance for large-scale collection runs.

---

Input Format

The scraper accepts JSON configuration specifying which product pages to scrape:

{
  "urls": [
    "https://www.bhphotovideo.com/c/buy/Digital-Cameras/ci/9811/N/4288586282/pn/2"
  ],
  "max_items_per_url": 200,
  "ignore_url_failures": true
}

Parameter	Type	Description
urls	array	Product list or category page URLs from bhphotovideo.com. Paste search results pages, category pages, or filtered lists.
max_items_per_url	integer	Maximum products to collect per URL (recommended: 50–200). Higher values capture more results but increase runtime.
ignore_url_failures	boolean	If true, skips failed URLs and continues the run; if false, stops on first error. Recommended: true for bulk operations.

Example URLs:

• Category page: https://www.bhphotovideo.com/c/buy/Digital-Cameras/ci/9811
• Search results: https://www.bhphotovideo.com/search?search=canon+mirrorless
• Filtered list: https://www.bhphotovideo.com/c/buy/.../pn/2 (any page number)

---

Output Format

Sample output

{
  "item_key": {
    "sku_no": 1748812,
    "item_source": "REG"
  },
  "badge": null,
  "core": {
    "short_description": "Canon EOS R50 Mirrorless Camera with 18-45mm Lens (Black)",
    "item_code": "CAER501845",
    "manufacturer_catalog_number": "5811C012",
    "multi_pack_count": 1,
    "multi_pack_text": "Pieces",
    "is_download": false,
    "is_b_h_kit": false,
    "is_j_kit": false,
    "is_gift_card": false,
    "is_mfr_bundle": true,
    "has_essential_kits": false,
    "is_used": false,
    "details_url": "/c/product/1748812-REG/canon_eos_r50_with_rf_s.html",
    "bitly_url": "https://bhpho.to/3HKkl8K",
    "brand_series_model": "Canon EOS R50 "
  },
  "main_image": {
    "default": {
      "url": "https://static.bhphoto.com/images/images345x345/1675814425_1748812.jpg",
      "width": 345,
      "height": 345
    },
    "detail": {
      "url": "https://static.bhphoto.com/images/images500x500/canon_eos_r50_with_rf_s_1675814425_1748812.jpg",
      "width": 500,
      "height": 500
    },
    "listing": {
      "url": "https://static.bhphoto.com/images/images150x150/1675814425_1748812.jpg",
      "width": 150,
      "height": 150
    },
    "thumbnail": {
      "url": "https://static.bhphoto.com/images/smallimages/1675814425_1748812.jpg",
      "width": 55,
      "height": 55
    },
    "seo": {
      "url": "https://www.bhphotovideo.com/images/fb/canon_eos_r50_with_rf_s_1748812.jpg",
      "width": 1500,
      "height": 1500
    },
    "note": null,
    "large_images": [],
    "has_main_image": true
  },
  "featured_info": null,
  "price_info": {
    "add_to_cart_button": "ADD_TO_CART",
    "add_to_cart_function": "ATC_LAYER",
    "add_to_cart_message": null,
    "hide_price_and_cart_section": false,
    "show_price_changed_in_cart": false,
    "show_price_changed_in_checkout_message": false,
    "allow_removing_item_in_cart_layer": false,
    "non_orderable_type": null,
    "show_notify_when_in_stock": false,
    "show_call_for_price": false,
    "price_not_yet_available": false,
    "sold_in_kit_only": false,
    "show_price": true,
    "price": 849,
    "show_strikethrough_price": true,
    "strikethrough_price": 899,
    "strikethrough_price_label": "REG",
    "strikethrough_price_type": "REG",
    "show_grayed_out_price": false,
    "grayed_out_price": null,
    "currency_price": null,
    "currency_strikethrough_price": null,
    "currency_grayed_out_price": null,
    "map_message": null,
    "is_map_item": false,
    "quantity_discount": null,
    "savings": {
      "instant": {
        "amount": 50,
        "currency_amount": null,
        "percent_amount": null,
        "savings_label": "SAVE",
        "savings_label_text": null,
        "savings_label_color": null,
        "savings_tool_tip_text": null,
        "end_date": null
      },
      "deal_zone": null,
      "threshold": null,
      "coupon": null,
      "portal": null,
      "student": null,
      "used": null,
      "rebate": null,
      "bundle": null,
      "price_drop": null,
      "promo": null
    },
    "show_cusma_note": false,
    "tax_note": null,
    "has_session_pricing": false
  },
  "buying_options": {
    "new_department": null,
    "used": {
      "price": 763.95,
      "currency_price": null,
      "condition_code": "9",
      "condition_short_description": "Minor surface marks",
      "many_available": false,
      "item": {
        "item_key": {
          "sku_no": 803503789,
          "item_source": "USE"
        },
        "brand": {
          "name": "Canon",
          "is_authorized_dealer": false,
          "logo": "https://www.bhphotovideo.com/images/manufacturers/canon_8.gif",
          "url": "/c/browse/Canon/ci/4759/N/4232860731"
        },
        "core": {
          "short_description": "Canon EOS R50 Mirrorless Camera with 18-45mm Lens (Black)",
          "item_code": "3503789",
          "manufacturer_catalog_number": "5811C012",
          "multi_pack_count": 1,
          "multi_pack_text": null,
          "is_download": false,
          "is_b_h_kit": false,
          "is_j_kit": false,
          "is_gift_card": false,
          "is_mfr_bundle": false,
          "has_essential_kits": false,
          "is_used": true,
          "details_url": "/c/used/1748812/canon_eos_r50_with_rf_s.html",
          "bitly_url": "https://bhpho.to/4yAcyCM",
          "brand_series_model": ""
        }
      }
    },
    "open_box": null,
    "refurbished": null,
    "newer_model_replacement": null,
    "similar_model_replacement": null,
    "similar_model": null,
    "lease": null,
    "trade_in_type": "IN_HOUSE"
  },
  "quantity_info": {
    "max_sell_quantity": 50,
    "min_sell_quantity": 1,
    "sells_in_multiple_of": 1
  },
  "shipping_info": {
    "catalog": {
      "shipping_discount": null
    },
    "cutoffs": {
      "cutoff": 1785448800000
    },
    "ship_time": null,
    "ships_alone": false,
    "ship_time_message_type": "NO_MESSAGE",
    "ship_time_long_message_type": "NO_MESSAGE",
    "shipping_message_type": "CALCULATE_SHIPPING",
    "shipping_long_message_type": "CALCULATE_SHIPPING",
    "promotional_shipping_message_type": "NO_MESSAGE",
    "promotional_shipping_long_message_type": "NO_MESSAGE"
  },
  "promotions": {
    "rewards": null
  },
  "rebates": [],
  "condition_flags": {
    "is_b_h_exclusive": false,
    "is_e_d_u_special": false,
    "is_new_release": false,
    "is_new_arrival": false,
    "is_used": false,
    "is_open_box": false,
    "is_featured": false,
    "is_bild_deal": false,
    "is_sold_in_studio_only": false,
    "is_flash_deal": false,
    "check_redirect_to_similar": false
  },
  "flags": {
    "show_quick_compare": false,
    "show_robots_meta_tag": false,
    "show_callback_link": false,
    "show_compare": true,
    "disable_write_a_review": false,
    "disable_q_a": false
  },
  "image_info": {
    "images": [
      {
        "note": "Canon EOS R50 Mirrorless Camera with 18-45mm Lens (Black)",
        "short_description": "EOS R50 Mirrorless Camera with 18-45mm Lens (Black)",
        "has_main_image": true,
        "has_secondary_images": true,
        "images": [
          {
            "default": {
              "url": "https://static.bhphoto.com/images/images345x345/1675814425_1748812.jpg",
              "width": 345,
              "height": 345
            },
            "detail": {
              "url": "https://www.bhphotovideo.com/images/images500x500/canon_eos_r50_with_rf_s_1675814425_1748812.jpg",
              "width": 500,
              "height": 500
            },
            "listing": {
              "url": "https://static.bhphoto.com/images/images150x150/1675814425_1748812.jpg",
              "width": 150,
              "height": 150
            },
            "large_images": [],
            "note": null,
            "thumbnail": null,
            "seo": null
          },
          {
            "default": null,
            "detail": {
              "url": "https://static.bhphoto.com/images/multiple_images/images500x500/1763567946_IMG_1932903.jpg",
              "width": 500,
              "height": 500
            },
            "listing": null,
            "large_images": [],
            "note": null,
            "thumbnail": null,
            "seo": null
          },
          {
            "default": null,
            "detail": {
              "url": "https://static.bhphoto.com/images/multiple_images/images500x500/1763567946_IMG_1932904.jpg",
              "width": 500,
              "height": 500
            },
            "listing": null,
            "large_images": [],
            "note": null,
            "thumbnail": null,
            "seo": null
          },
          {
            "default": null,
            "detail": {
              "url": "https://static.bhphoto.com/images/multiple_images/images500x500/1763567946_IMG_1933020.jpg",
              "width": 500,
              "height": 500
            },
            "listing": null,
            "large_images": [],
            "note": null,
            "thumbnail": null,
            "seo": null
          },
          {
            "default": null,
            "detail": {
              "url": "https://static.bhphoto.com/images/multiple_images/images500x500/1763567946_IMG_1933021.jpg",
              "width": 500,
              "height": 500
            },
            "listing": null,
            "large_images": [],
            "note": null,
            "thumbnail": null,
            "seo": null
          },
          {
            "default": null,
            "detail": {
              "url": "https://static.bhphoto.com/images/multiple_images/images500x500/1763567946_IMG_1933022.jpg",
              "width": 500,
              "height": 500
            },
            "listing": null,
            "large_images": [],
            "note": null,
            "thumbnail": null,
            "seo": null
          }
        ]
      }
    ],
    "images3_d": [
      {
        "review3_id": null
      }
    ]
  },
  "links": [],
  "includes_free": {
    "max_value": 67,
    "items": [
      {
        "is_choice": false,
        "bundle_id": null,
        "limit": null,
        "items": [
          {
            "item_key": {
              "sku_no": 1789149,
              "item_source": "REG"
            },
            "brand": {
              "name": "Corel",
              "is_authorized_dealer": true,
              "logo": "https://www.bhphotovideo.com/images/manufacturers/corel_1688.gif",
              "url": "/c/buy/Shop-by-Brand-Corel/ci/4/phd/4291526618/N/4294255798"
            },
            "category_info": {
              "primary_category_rank": 1,
              "categories": [
                {
                  "id": 23845,
                  "is_direct_parent": true
                },
                {
                  "id": 53371,
                  "is_direct_parent": true
                },
                {
                  "id": 57305,
                  "is_direct_parent": true
                },
                {
                  "id": 57358,
                  "is_direct_parent": true
                },
                {
                  "id": 61162,
                  "is_direct_parent": true
                },
                {
                  "id": 44985,
                  "is_direct_parent": false
                },
                {
                  "id": 57229,
                  "is_direct_parent": false
                }
              ],
              "primary_category_path": [
                {
                  "id": 9581,
                  "name": "Computers",
                  "url": "/c/browse/Computers/ci/9581"
                },
                {
                  "id": 15626,
                  "name": "Software & Tutorials",
                  "url": "/c/browse/Software-Tutorials/ci/15626"
                },
                {
                  "id": 23194,
                  "name": "Photo & Web Software",
                  "url": "/c/browse/Photo-Web-Software/ci/23194"
                },
                {
                  "id": 23845,
                  "name": "Graphic Design",
                  "url": "/c/buy/Graphic-Design/ci/23845"
                }
              ]
            },
            "core": {
              "short_description": "Corel Paintshop Pro Ultimate Agnostic (Windows, Boxed with Download Code)",
              "item_code": "COPSPAGULMBA",
              "manufacturer_catalog_number": "PSPAGULMLMBAM",
              "multi_pack_count": 1,
              "multi_pack_text": "Pieces",
              "is_download": false,
              "is_b_h_kit": false,
              "is_j_kit": false,
              "is_gift_card": false,
              "is_mfr_bundle": false,
              "has_essential_kits": false,
              "is_used": false,
              "details_url": "/c/product/1789149-REG/corel_pspagulmlmbam_paintshop_pro_agnostic_ultimate.html",
              "bitly_url": "https://bhpho.to/3PWtcrK",
              "brand_series_model": "Corel Paintshop Pro Agnostic Ultimat "
            },
            "main_image": {
              "note": null,
              "thumbnail": {
                "url": "https://static.bhphoto.com/images/smallimages/1697455834_1789149.jpg",
                "width": 55,
                "height": 55
              },
              "listing": {
                "url": "https://static.bhphoto.com/images/images150x150/1697455834_1789149.jpg",
                "width": 150,
                "height": 150
              },
              "medium": {
                "url": "https://static.bhphoto.com/images/images250x250/1697455834_1789149.jpg",
                "width": 250,
                "height": 250
              },
              "default": {
                "url": "https://static.bhphoto.com/images/images345x345/1697455834_1789149.jpg",
                "width": 345,
                "height": 345
              },
              "detail": {
                "url": "https://static.bhphoto.com/images/images500x500/corel_pspagulmlmbam_paintshop_pro_agnostic_ultimate_1697455834_1789149.jpg",
                "width": 500,
                "height": 500
              },
              "seo": {
                "url": "https://www.bhphotovideo.com/images/fb/corel_pspagulmlmbam_paintshop_pro_agnostic_ultimate_1789149.jpg",
                "width": 2500,
                "height": 2500
              },
              "large_images": [
                {
                  "url": "https://static.bhphoto.com/images/images500x500/1697455834_1789149.jpg",
                  "width": 500,
                  "height": 500
                },
                {
                  "url": "https://static.bhphoto.com/images/images750x750/1697455834_1789149.jpg",
                  "width": 750,
                  "height": 750
                },
                {
                  "url": "https://static.bhphoto.com/images/images1000x1000/1697455834_1789149.jpg",
                  "width": 1000,
                  "height": 1000
                },
                {
                  "url": "https://static.bhphoto.com/images/images1500x1500/1697455834_1789149.jpg",
                  "width": 1500,
                  "height": 1500
                },
                {
                  "url": "https://static.bhphoto.com/images/images2000x2000/1697455834_1789149.jpg",
                  "width": 2000,
                  "height": 2000
                },
                {
                  "url": "https://static.bhphoto.com/images/images2500x2500/1697455834_1789149.jpg",
                  "width": 2500,
                  "height": 2500
                }
              ],
              "has_main_image": true
            },
            "reviews_stats": {
              "review_count": 33,
              "review_rating": 2.7
            },
            "image_info": {
              "images": [
                {
                  "note": "Corel Paintshop Pro Ultimate Agnostic (Windows, Boxed with Download Code)",
                  "short_description": "Paintshop Pro Ultimate Agnostic (Windows, Boxed with Download Code)",
                  "has_main_image": true,
                  "has_secondary_images": false,
                  "images": [
                    {
                      "default": {
                        "url": "https://static.bhphoto.com/images/images345x345/1697455834_1789149.jpg",
                        "width": 345,
                        "height": 345
                      },
                      "detail": {
                        "url": "https://www.bhphotovideo.com/images/images500x500/corel_pspagulmlmbam_paintshop_pro_agnostic_ultimate_1697455834_1789149.jpg",
                        "width": 500,
                        "height": 500
                      },
                      "listing": {
                        "url": "https://static.bhphoto.com/images/images150x150/1697455834_1789149.jpg",
                        "width": 150,
                        "height": 150
                      },
                      "large_images": [],
                      "note": null,
                      "thumbnail": null,
                      "seo": null
                    }
                  ]
                }
              ],
              "images3_d": [
                {
                  "review3_id": null
                }
              ]
            },
            "price_info": {
              "add_to_cart_button": "ADD_TO_CART",
              "add_to_cart_function": "ATC_LAYER",
              "add_to_cart_message": null,
              "hide_price_and_cart_section": false,
              "show_price_changed_in_cart": false,
              "show_price_changed_in_checkout_message": false,
              "allow_removing_item_in_cart_layer": false,
              "non_orderable_type": null,
              "show_notify_when_in_stock": false,
              "show_call_for_price": false,
              "price_not_yet_available": false,
              "sold_in_kit_only": false,
              "show_price": true,
              "price": 67,
              "show_strikethrough_price": false,
              "strikethrough_price": null,
              "strikethrough_price_label": null,
              "strikethrough_price_type": null,
              "show_grayed_out_price": false,
              "grayed_out_price": null,
              "currency_price": null,
              "currency_strikethrough_price": null,
              "currency_grayed_out_price": null,
              "map_message": null,
              "is_map_item": false,
              "quantity_discount": null,
              "savings": {
                "instant": null,
                "deal_zone": null,
                "threshold": null,
                "coupon": null,
                "portal": null,
                "student": null,
                "used": null,
                "rebate": null,
                "bundle": null,
                "price_drop": null,
                "promo": null
              },
              "show_cusma_note": false,
              "tax_note": null,
              "has_session_pricing": false
            },
            "includes_free": null,
            "condition_flags": {
              "is_b_h_exclusive": false,
              "is_e_d_u_special": false,
              "is_new_release": false,
              "is_new_arrival": false,
              "is_used": false,
              "is_open_box": false,
              "is_featured": false,
              "is_bild_deal": false,
              "is_sold_in_studio_only": false,
              "is_flash_deal": false,
              "check_redirect_to_similar": false
            }
          }
        ],
        "free_item_included_quantity": 1
      }
    ]
  },
  "middle_tier": {
    "item_has_group": true
  },
  "notes_info": {
    "restrictive_notes": [],
    "general_notes": [],
    "open_market_label": null,
    "should_show_student_note": false,
    "item_manufactured_in": [],
    "shipping_restriction_note": null,
    "export_message_notes": [],
    "can_only_be_shipped_restrictions": [],
    "can_not_be_shipped_restrictions": [
      "CANADA"
    ]
  },
  "reviews_stats": {
    "review_count": 139,
    "review_rating": 4.7
  },
  "selling_points": [
    {
      "description": "24.2MP APS-C CMOS Sensor"
    },
    {
      "description": "DIGIC X Image Processor"
    },
    {
      "description": "UHD 4K 30p Video Recording"
    },
    {
      "description": "Dual Pixel CMOS AF II with 651 Points"
    },
    {
      "description": "2.36m-Dot Electronic Viewfinder"
    },
    {
      "description": "3.0\" 1.62m-Dot Vari-Angle Touchscreen"
    },
    {
      "description": "15 fps Electronic Shutter"
    },
    {
      "description": "Movie for Close-Up Demos Mode"
    },
    {
      "description": "Vertical Movie Mode"
    },
    {
      "description": "RF-S 18-45mm f/4.5-6.3 IS STM Lens"
    }
  ],
  "used_info": null,
  "stock_info": {
    "status": "IN_STOCK",
    "status_importance": "LOW",
    "status_message": "Temporarily Out of Stock",
    "status_description": null,
    "status_ship_time": null,
    "should_show_immediate_charge_message": false,
    "should_show_immediate_charge_message_for_paypal": true
  },
  "store_info": {
    "on_store_display": "YES",
    "available_for_store_purchase": true,
    "store_pickup_message_type": "AVAILABLE_IN_PICKUP_TIME",
    "store_pickup_long_message_type": "PICKUP",
    "should_show_store_info": false,
    "should_show_store_stock_info": false,
    "should_show_store_address": false,
    "items_in_kit_on_store_display": [],
    "promote_store_pickup": false,
    "show_njf_schedule_change": false
  },
  "financing": null,
  "leasing": {
    "options": [],
    "position": "BOTTOM"
  },
  "category_info": {
    "primary_category_rank": 32,
    "categories": [
      {
        "id": 16158,
        "is_direct_parent": true
      },
      {
        "id": 19468,
        "is_direct_parent": true
      },
      {
        "id": 22144,
        "is_direct_parent": true
      },
      {
        "id": 26789,
        "is_direct_parent": true
      },
      {
        "id": 33288,
        "is_direct_parent": true
      },
      {
        "id": 33625,
        "is_direct_parent": true
      },
      {
        "id": 38269,
        "is_direct_parent": true
      },
      {
        "id": 40050,
        "is_direct_parent": true
      },
      {
        "id": 40360,
        "is_direct_parent": true
      },
      {
        "id": 42672,
        "is_direct_parent": true
      },
      {
        "id": 47015,
        "is_direct_parent": true
      },
      {
        "id": 48024,
        "is_direct_parent": true
      },
      {
        "id": 53276,
        "is_direct_parent": true
      },
      {
        "id": 55632,
        "is_direct_parent": true
      },
      {
        "id": 56046,
        "is_direct_parent": true
      },
      {
        "id": 56819,
        "is_direct_parent": true
      },
      {
        "id": 56881,
        "is_direct_parent": true
      },
      {
        "id": 57258,
        "is_direct_parent": true
      },
      {
        "id": 57316,
        "is_direct_parent": true
      },
      {
        "id": 57352,
        "is_direct_parent": true
      },
      {
        "id": 57358,
        "is_direct_parent": true
      },
      {
        "id": 57360,
        "is_direct_parent": true
      },
      {
        "id": 57363,
        "is_direct_parent": true
      },
      {
        "id": 57429,
        "is_direct_parent": true
      },
      {
        "id": 57591,
        "is_direct_parent": true
      },
      {
        "id": 57607,
        "is_direct_parent": true
      },
      {
        "id": 57743,
        "is_direct_parent": true
      },
      {
        "id": 58074,
        "is_direct_parent": true
      },
      {
        "id": 58707,
        "is_direct_parent": true
      },
      {
        "id": 59219,
        "is_direct_parent": true
      },
      {
        "id": 60288,
        "is_direct_parent": true
      },
      {
        "id": 60352,
        "is_direct_parent": true
      },
      {
        "id": 61162,
        "is_direct_parent": true
      },
      {
        "id": 61173,
        "is_direct_parent": true
      },
      {
        "id": 61198,
        "is_direct_parent": true
      },
      {
        "id": 62616,
        "is_direct_parent": true
      },
      {
        "id": 62769,
        "is_direct_parent": true
      },
      {
        "id": 63444,
        "is_direct_parent": true
      },
      {
        "id": 64194,
        "is_direct_parent": true
      },
      {
        "id": 26709,
        "is_direct_parent": false
      },
      {
        "id": 37503,
        "is_direct_parent": false
      },
      {
        "id": 41140,
        "is_direct_parent": false
      },
      {
        "id": 38346,
        "is_direct_parent": false
      },
      {
        "id": 39060,
        "is_direct_parent": false
      },
      {
        "id": 53275,
        "is_direct_parent": false
      },
      {
        "id": 53375,
        "is_direct_parent": false
      },
      {
        "id": 56624,
        "is_direct_parent": false
      },
      {
        "id": 58769,
        "is_direct_parent": false
      },
      {
        "id": 64331,
        "is_direct_parent": false
      },
      {
        "id": 47274,
        "is_direct_parent": false
      },
      {
        "id": 49851,
        "is_direct_parent": false
      },
      {
        "id": 52541,
        "is_direct_parent": false
      },
      {
        "id": 55477,
        "is_direct_parent": false
      },
      {
        "id": 56818,
        "is_direct_parent": false
      },
      {
        "id": 57161,
        "is_direct_parent": false
      },
      {
        "id": 9811,
        "is_direct_parent": false
      },
      {
        "id": 39138,
        "is_direct_parent": false
      },
      {
        "id": 44983,
        "is_direct_parent": false
      }
    ],
    "primary_category_path": [
      {
        "id": 989,
        "name": "Photography",
        "url": "/c/browse/Photography/ci/989/N/4294538916"
      },
      {
        "id": 9811,
        "name": "Digital Cameras",
        "url": "/c/buy/Digital-Cameras/ci/9811/N/4288586282"
      },
      {
        "id": 16158,
        "name": "Mirrorless Cameras",
        "url": "/c/buy/Mirrorless-Cameras/ci/16158/N/4288586281"
      }
    ]
  },
  "from_url": "https://www.bhphotovideo.com/c/buy/Digital-Cameras/ci/9811/N/4288586282/pn/2"
}

Each product record includes 25+ fields covering pricing, inventory, reviews, and promotional details:

Core Product Info

Field	Meaning
Item Key	Unique B&H SKU identifier for the product
Core	Product name, brand, and core specifications (condensed summary)
Main Image	URL of the primary product image
Links	Direct product page URL and related links

Pricing & Purchase

Field	Meaning
Price Info	Current price, original price, discount percentage, and price trends
Buying Options	Purchase methods (new, used, refurbished) and availability status
Financing	B&H financing options and installment plans availability
Leasing	Whether the product is available for lease or rental
Rebates	Active manufacturer rebates or promotional offers

Inventory & Logistics

Field	Meaning
Quantity Info	Stock level (in stock, limited, backorder, discontinued)
Shipping Info	Estimated delivery time, shipping cost, and expedited options
Store Info	Pickup availability at B&H physical locations
Stock Info	Detailed inventory status and warehouse availability

Promotions & Special Offers

Field	Meaning
Badge	Special badges (e.g., "Best Seller," "Price Match Guarantee," "B&H Exclusive")
Promotions	Active deals, bundles, flash sales, and time-limited offers
Includes Free	Free accessories or items bundled with the purchase

Product Details & Media

Field	Meaning
Featured Info	Highlighted specs and selling points displayed prominently
Selling Points	Key features and unique advantages listed by the seller
Middle Tier	Secondary category or product classification
Category Info	Primary and sub-category tags for organization
Image Info	All available product images, angles, and gallery URLs
Notes Info	Seller notes, compatibility warnings, or special instructions

Quality & Condition

Field	Meaning
Condition Flags	New, used, refurbished, or open-box condition indicators
Used Info	For used/refurbished items: condition grade, return policy, warranty details
Flags	System flags (e.g., restricted shipping, age verification required)
Reviews Stats	Average rating, review count, and customer feedback summary

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How to Use

1. Prepare URLs — Navigate to bhphotovideo.com, apply filters if needed (category, price, brand), and copy the URL from your browser.
2. Paste URLs — Add one or more product list URLs to the urls array.
3. Set limits — Define max_items_per_url (default: 100). Higher values capture more products but require more time.
4. Enable failure tolerance — Set ignore_url_failures: true for bulk runs to prevent interruptions if a URL fails.
5. Run scraper — Start the actor and monitor progress via the live log.
6. Export data — Download results as JSON, CSV, or Excel for analysis.

Best practices:

• Start with max_items_per_url: 50 for testing; increase once confirmed working.
• Use specific category URLs rather than the homepage to reduce noise.
• Run during off-peak hours to minimize server load.
• Re-scrape weekly for price and stock changes.

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Use Cases & Business Value

• Price intelligence: Monitor competitor pricing on popular camera models weekly or daily.
• Inventory tracking: Identify stock-outs, backorders, and new SKU arrivals automatically.
• Market research: Analyze category trends (e.g., demand for mirrorless vs. DSLR cameras).
• Affiliate feeds: Power dynamic product comparison sites with current B&H data.
• Deal aggregation: Identify promotions and rebates across thousands of products at scale.

With the B&H Photo Video Scraper, you eliminate manual browsing and unlock real-time market intelligence that informs pricing strategy, inventory decisions, and customer-facing content.

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Conclusion

The B&H Photo Video Product Scraper is a powerful tool for anyone monitoring retail electronics markets. With 25+ output fields and flexible filtering, it transforms search pages into structured datasets ready for analysis, comparison, or integration. Start scraping today and stay ahead of pricing trends and inventory changes.