B&H Photo Video Product Scraper: Extract Electronics Data at Scale

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What Is B&H Photo Video?

B&H Photo Video is a major U.S.-based electronics retailer offering cameras, lenses, computers, audio equipment, and thousands of other tech products. Their website (bhphotovideo.com) hosts millions of product listings with detailed specifications, pricing, stock status, and customer reviews. Manual data collection from individual product pages is labor-intensive — the B&H Photo Video Product Scraper automates this process, delivering rich, structured product data suitable for price tracking, market research, and e-commerce integrations.

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Overview

The B&H Photo Video Product Scraper extracts comprehensive product detail data from individual B&H product pages, transforming complex HTML layouts into clean, structured records. It is designed for:

• Price monitoring tools tracking competitor pricing and promotions
• E-commerce aggregators building multi-retailer product databases
• Market researchers analyzing electronics pricing trends
• Resellers and dropshippers monitoring inventory and profitability
• Data analysts conducting competitive landscape studies

Key strengths include high-fidelity data extraction with 40+ fields per product, support for bulk URL processing, and error resilience via ignore_url_failures.

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Input Format

The scraper accepts a JSON configuration object specifying which products to scrape:

{
    "urls": [
        "https://www.bhphotovideo.com/iphone-12-256gb-certified-pre-owned-best-quality-nova-il-case/PLID96354673",
        "https://www.bhphotovideo.com/iphone-12-pro-max-256gb-certified-pre-owned-better-quality-nova-il-case/PLID96355433"
    ],
    "max_items_per_url": 200,
    "ignore_url_failures": true
}

Field	Type	Description
urls	Array	Direct links to B&H Photo Video product detail pages. Copy URLs from the product page directly (e.g., https://www.bhphotovideo.com/[product-name]/PLID[product-id]).
max_items_per_url	Number	Maximum records extracted per URL. Set to 200 for full data extraction (or lower to test).
ignore_url_failures	Boolean	If true, the scraper continues running if individual URLs fail to load (recommended for bulk runs). If false, the entire job stops on first failure.

Pro tip: Use product links directly from your browser's address bar or from B&H's category pages to ensure accuracy.

---

Output Format

Sample output

{
  "item_key": {
    "sku_no": 1748813,
    "item_source": "REG"
  },
  "articles": [],
  "core": {
    "short_description": "Canon EOS R8 Mirrorless Camera",
    "item_code": "CAER8",
    "manufacturer_catalog_number": "5803C002",
    "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/1748813-REG/canon_eos_r8_mirrorless_camera.html",
    "bitly_url": "https://bhpho.to/3Dwg99V",
    "brand_series_model": "Canon EOS R8 "
  },
  "brand": {
    "name": "Canon",
    "is_authorized_dealer": true,
    "logo": "https://www.bhphotovideo.com/images/manufacturers/canon_8.gif",
    "url": "/c/browse/Canon/ci/4759/N/4232860731"
  },
  "main_image": {
    "note": null,
    "thumbnail": {
      "url": "https://static.bhphoto.com/images/smallimages/1675811123_1748813.jpg",
      "width": 55,
      "height": 55
    },
    "listing": {
      "url": "https://static.bhphoto.com/images/images150x150/1675811123_1748813.jpg",
      "width": 150,
      "height": 150
    },
    "medium": {
      "url": "https://static.bhphoto.com/images/images250x250/1675811123_1748813.jpg",
      "width": 250,
      "height": 250
    },
    "default": {
      "url": "https://static.bhphoto.com/images/images345x345/1675811123_1748813.jpg",
      "width": 345,
      "height": 345
    },
    "detail": {
      "url": "https://static.bhphoto.com/images/images500x500/canon_eos_r8_mirrorless_camera_1675811123_1748813.jpg",
      "width": 500,
      "height": 500
    },
    "seo": {
      "url": "https://www.bhphotovideo.com/images/fb/canon_eos_r8_mirrorless_camera_1748813.jpg",
      "width": 2000,
      "height": 2000
    },
    "large_images": [
      {
        "url": "https://static.bhphoto.com/images/images500x500/1675811123_1748813.jpg",
        "width": 500,
        "height": 500
      },
      {
        "url": "https://static.bhphoto.com/images/images750x750/1675811123_1748813.jpg",
        "width": 750,
        "height": 750
      },
      {
        "url": "https://static.bhphoto.com/images/images1000x1000/1675811123_1748813.jpg",
        "width": 1000,
        "height": 1000
      },
      {
        "url": "https://static.bhphoto.com/images/images1500x1500/1675811123_1748813.jpg",
        "width": 1500,
        "height": 1500
      },
      {
        "url": "https://static.bhphoto.com/images/images2000x2000/1675811123_1748813.jpg",
        "width": 2000,
        "height": 2000
      }
    ],
    "has_main_image": true
  },
  "info_banners": [],
  "image_info": { },
  "links": [],
  "includes": [
    {
      "item_key": null,
      "short_description": "Canon EOS R8 Mirrorless Camera",
      "note": null,
      "quantity": 1,
      "details_url": null,
      "sub_includes": []
    },
    {
      "item_key": {
        "sku_no": 1116120,
        "item_source": "REG"
      },
      "short_description": "Canon LP-E17 Lithium-Ion Battery Pack",
      "note": null,
      "quantity": 1,
      "details_url": "/c/product/1116120-REG/canon_9967b002_lp_e17_battery_pack.html",
      "sub_includes": []
    },
    {
      "item_key": {
        "sku_no": 1116121,
        "item_source": "REG"
      },
      "short_description": "Canon LC-E17 Charger for LP-E17 Battery Pack",
      "note": null,
      "quantity": 1,
      "details_url": "/c/product/1116121-REG/canon_9968b001_lc_e17_charger_for_lp_e17.html",
      "sub_includes": []
    },
    {
      "item_key": {
        "sku_no": 1434038,
        "item_source": "REG"
      },
      "short_description": "Canon R-F-5 Camera Cover",
      "note": null,
      "quantity": 1,
      "details_url": "/c/product/1434038-REG/canon_3201c001_r_f_5_camera_cover.html",
      "sub_includes": []
    },
    {
      "item_key": null,
      "short_description": "Camera Strap",
      "note": null,
      "quantity": 1,
      "details_url": null,
      "sub_includes": []
    },
    {
      "item_key": null,
      "short_description": "Shoe Cover",
      "note": null,
      "quantity": 1,
      "details_url": null,
      "sub_includes": []
    },
    {
      "item_key": null,
      "short_description": "Limited 1-Year Manufacturer Warranty",
      "sub_description": "",
      "note": null,
      "quantity": 1,
      "details_url": null,
      "sub_includes": []
    }
  ],
  "warranty_coverages": { },
  "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": 1499,
    "show_strikethrough_price": true,
    "strikethrough_price": 1649,
    "strikethrough_price_label": "PRICE",
    "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": 150,
        "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": 1318.95,
      "currency_price": null,
      "condition_code": "9",
      "condition_short_description": "Minor surface marks",
      "many_available": false,
      "item": {
        "item_key": {
          "sku_no": 803508121,
          "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 R8 Mirrorless Camera",
          "item_code": "3508121",
          "manufacturer_catalog_number": "5803C002",
          "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/1748813/canon_eos_r8_mirrorless_camera.html",
          "bitly_url": "https://bhpho.to/4h4ecpV",
          "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": 30,
    "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": "ORDER_NOW_TO_SHIP",
    "ship_time_long_message_type": "DEFAULT",
    "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": [],
  "used_info": null,
  "includes_free": {},
  "literatures": [
    {
      "item_key": {
        "sku_no": 1748813,
        "item_source": "REG"
      },
      "product_name": "Canon EOS R8 Mirrorless Camera",
      "item_literatures": [
        {
          "url": "/lit_files/1010819.pdf",
          "file_name": "1010819.pdf",
          "size": 19164935,
          "description": "User Manual"
        }
      ]
    }
  ],
  "video_info": {
    "item_videos": [
      {
        "videos": [
          {
            "name": "Canon EOS R8 - Intro Video",
            "type": "VIMEO",
            "url": "https://player.vimeo.com/video/1108498959",
            "thumbnail_url": null,
            "video_still_url": null,
            "is_primer_video": true,
            "is_staff": false,
            "video_length": 0
          },
          {
            "name": "Canon EOS R8 & R50: Perfect Vloggers, Streamers & Creators!",
            "type": "YOUTUBE",
            "url": "https://www.youtube.com/embed/VLSnrjXcfnY",
            "thumbnail_url": null,
            "video_still_url": null,
            "is_primer_video": false,
            "is_staff": true,
            "video_length": 349
          },
          {
            "name": "Simplicity & Power. The Canon EOS R8",
            "type": "YOUTUBE",
            "url": "https://www.youtube.com/embed/yM4mMFjV9Ws",
            "thumbnail_url": null,
            "video_still_url": null,
            "is_primer_video": false,
            "is_staff": false,
            "video_length": 115
          },
          {
            "name": "The Canon EOS R8 Full-Frame Camera",
            "type": "YOUTUBE",
            "url": "https://www.youtube.com/embed/_K7ruOXVizY",
            "thumbnail_url": null,
            "video_still_url": null,
            "is_primer_video": false,
            "is_staff": false,
            "video_length": 181
          }
        ]
      }
    ],
    "has_videos": true
  },
  "category_info": { },
  "category_experts": [
    {
      "profile_title": "Rafael D., B&H Photo Expert",
      "image_url": "https://static.bhphotovideo.com/explora/sites/default/files/exp/rafael-d.png",
      "category_name": "Photography"
    },
    {
      "profile_title": "Vilson L., B&H Photo Expert",
      "image_url": "https://static.bhphotovideo.com/explora/sites/default/files/exp/vilson-l.png",
      "category_name": "Photography"
    },
    {
      "profile_title": "Leonard E., B&H Photo Expert",
      "image_url": "https://static.bhphotovideo.com/explora/sites/default/files/exp/leonard-e.png",
      "category_name": "Photography"
    },
    {
      "profile_title": "Marisa P., B&H Photo Expert",
      "image_url": "https://static.bhphotovideo.com/explora/sites/default/files/exp/marisa-p.png",
      "category_name": "Photography"
    },
    {
      "profile_title": "Gerry R., B&H Photo Expert",
      "image_url": "https://static.bhphotovideo.com/explora/sites/default/files/exp/gerry-r.png",
      "category_name": "Photography"
    },
    {
      "profile_title": "Boyd H., B&H Photo Expert",
      "image_url": "https://static.bhphotovideo.com/explora/sites/default/files/exp/boyd-h.png",
      "category_name": "Photography"
    },
    {
      "profile_title": "Gil R., B&H Expert",
      "image_url": "https://static.bhphotovideo.com/explora/sites/default/files/exp/gil-r.png",
      "category_name": "Photography"
    },
    {
      "profile_title": "Jeannette G., B&H Photo Expert",
      "image_url": "https://static.bhphotovideo.com/explora/sites/default/files/exp/jeannette_g.png",
      "category_name": "Photography"
    },
    {
      "profile_title": "Jamie P., B&H Photo Expert",
      "image_url": "https://static.bhphotovideo.com/explora/sites/default/files/exp/jamie_p.png",
      "category_name": "Photography"
    },
    {
      "profile_title": "Patrick D., B&H Photo Expert",
      "image_url": "https://static.bhphotovideo.com/explora/sites/default/files/exp/patrick_d_1.png",
      "category_name": "Photography"
    }
  ],
  "selling_points": [
    {
      "description": "24.2MP Full-Frame CMOS Sensor"
    },
    {
      "description": "4K60p 10-Bit Internal Video, Canon Log 3"
    },
    {
      "description": "2.36m-Dot OLED Electronic Viewfinder"
    },
    {
      "description": "3.0\" 1.62m-Dot Vari-Angle Touchscreen"
    },
    {
      "description": "Dual Pixel CMOS AF II"
    },
    {
      "description": "40 fps Electronic Shutter"
    },
    {
      "description": "Movie Digital IS"
    },
    {
      "description": "Vertical Movie Mode"
    },
    {
      "description": "Microphone Input, Headphone Output"
    },
    {
      "description": "Multi-Function Shoe, Wi-Fi & Bluetooth"
    }
  ],
  "configurations": [],
  "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
  },
  "reviews_stats": {
    "review_count": 152,
    "review_rating": 4.7
  },
  "overview": {
    "long_description": null,
    "writers_bio": {
      "bio": "Carroll leverages 8 years of editorial experience and a love for computers, audio, and cameras in his role as the Writing Optimization Team Manager. When not writing or editing, Carroll likes to disassemble electronics and take grainy snapshots.",
      "f_name": "Carroll ",
      "l_name": "Moore",
      "attributes": null,
      "profile_pic": "https://static.bhphotovideo.com/explora/sites/default/files/exp/moore_carroll.jpg",
      "writers_image": "https://static.bhphotovideo.com/explora/sites/default/files/2025-02/bioContainer_carroll-moore_text.jpg"
    },
    "note": null,
    "items": [
      {
        "item": {
          "item_key": {
            "sku_no": 1748813,
            "item_source": "REG"
          },
          "core": {
            "short_description": "Canon EOS R8 Mirrorless Camera",
            "item_code": "CAER8",
            "manufacturer_catalog_number": "5803C002",
            "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/1748813-REG/canon_eos_r8_mirrorless_camera.html",
            "bitly_url": "https://bhpho.to/3Dwg99V",
            "brand_series_model": "Canon EOS R8 "
          },
          "main_image": {
            "note": null,
            "thumbnail": {
              "url": "https://static.bhphoto.com/images/smallimages/1675811123_1748813.jpg",
              "width": 55,
              "height": 55
            },
            "listing": {
              "url": "https://static.bhphoto.com/images/images150x150/1675811123_1748813.jpg",
              "width": 150,
              "height": 150
            },
            "medium": {
              "url": "https://static.bhphoto.com/images/images250x250/1675811123_1748813.jpg",
              "width": 250,
              "height": 250
            },
            "default": {
              "url": "https://static.bhphoto.com/images/images345x345/1675811123_1748813.jpg",
              "width": 345,
              "height": 345
            },
            "detail": {
              "url": "https://static.bhphoto.com/images/images500x500/canon_eos_r8_mirrorless_camera_1675811123_1748813.jpg",
              "width": 500,
              "height": 500
            },
            "seo": {
              "url": "https://www.bhphotovideo.com/images/fb/canon_eos_r8_mirrorless_camera_1748813.jpg",
              "width": 2000,
              "height": 2000
            },
            "large_images": [
              {
                "url": "https://static.bhphoto.com/images/images500x500/1675811123_1748813.jpg",
                "width": 500,
                "height": 500
              },
              {
                "url": "https://static.bhphoto.com/images/images750x750/1675811123_1748813.jpg",
                "width": 750,
                "height": 750
              },
              {
                "url": "https://static.bhphoto.com/images/images1000x1000/1675811123_1748813.jpg",
                "width": 1000,
                "height": 1000
              },
              {
                "url": "https://static.bhphoto.com/images/images1500x1500/1675811123_1748813.jpg",
                "width": 1500,
                "height": 1500
              },
              {
                "url": "https://static.bhphoto.com/images/images2000x2000/1675811123_1748813.jpg",
                "width": 2000,
                "height": 2000
              }
            ],
            "has_main_image": true
          }
        },
        "short_description": "Canon EOS R8 Mirrorless Camera",
        "has_third_party_content": false,
        "upc": "013803351354",
        "overview": {
          "long_description": "A lightweight, travel-friendly, full-frame camera body, the <b>Canon EOS R8 Mirrorless Camera</b> offers powerful photo and video capabilities for both photographers and multimedia content creators. Utilizing a newly developed sensor also found in the EOS R6 Mark II, the R8 features a 24.2MP CMOS sensor paired with a DIGIC X processor. Together, this combination provides outstanding stills performance, impressive 4K 60p 10-bit video, and fast autofocus.",
          "note": null
        },
        "features_content_type": {
          "is_rich": true,
          "is_standard": false
        },
        "feature_groups": [
          {
            "title": null,
            "features": [
              {
                "title": {
                  "text": "Step Up to Full-Frame",
                  "header_level": {
                    "is_h2": true,
                    "is_h3": false,
                    "is_h4": false
                  }
                },
                "note": null,
                "body": "A lightweight, travel-friendly, full-frame camera body, the <b>Canon EOS R8 Mirrorless Camera</b> offers powerful photo and video capabilities for both photographers and multimedia content creators. Utilizing a newly developed sensor also found in the EOS R6 Mark II, the R8 features a 24.2MP CMOS sensor paired with a DIGIC X processor. Together, this combination provides outstanding stills performance, impressive 4K 60p 10-bit video, and fast autofocus."
              },
              {
                "title": null,
                "note": null,
                "body": null,
                "feature_media": {
                  "align": {
                    "is_top": false,
                    "is_right": false,
                    "is_left": false,
                    "is_none": true
                  },
                  "media_type": {
                    "is_image": false,
                    "is_video": true,
                    "is_audio_files": false,
                    "is_audio_playlist": false,
                    "is_audio_track": false
                  },
                  "media_items": [
                    {
                      "media_description": "Canon EOS R8 & R50: Perfect Vloggers, Streamers & Creators!",
                      "media_url": "https://www.youtube.com/embed/VLSnrjXcfnY",
                      "video_length": 349,
                      "is_staff": true
                    }
                  ]
                }
              },
              {
                "title": {
                  "text": "24.2MP Full-Frame Sensor and DIGIC X Processing",
                  "header_level": {
                    "is_h2": true,
                    "is_h3": false,
                    "is_h4": false
                  }
                },
                "note": null,
                "body": "Pairing a powerful full-frame 24.2MP CMOS sensor and DIGIC X image processor, the R8 delivers high resolution imagery with rich and accurate colors. Designed to work in a variety of lighting condition, this camera offers a flexible ISO 100-102400 range that is expandable to ISO 204800 for working in difficult lighting conditions. Using the full width of the sensor, 6K oversampled UHD 4K 60p video recording is supported as is Full HD 1080 180p for slow motion playback. The R8 offers 4:2:2 10-bit shooting and up to 2-hours of video recording is now available at 29.97 fps, allowing you to keep your project rolling. Capable of processing high speed bursts, the DIGIC X image processor also supports up to 40 fps continuous shooting and offers pre-shooting support, which allows the camera to start recording images 0.5 seconds prior to pressing the shutter release button.",
                "feature_media": {
                  "align": {
                    "is_top": false,
                    "is_right": true,
                    "is_left": false,
                    "is_none": false
                  },
                  "media_type": {
                    "is_image": true,
                    "is_video": false,
                    "is_audio_files": false,
                    "is_audio_playlist": false,
                    "is_audio_track": false
                  },
                  "media_items": [
                    {
                      "media_description": null,
                      "media_url": "https://static.bhphoto.com/images/rich_content/desktop/1726747225_IMG_2339795.jpg",
                      "media_caption": null
                    }
                  ]
                }
              },
              {
                "title": {
                  "text": "Dual Pixel CMOS AF II",
                  "header_level": {
                    "is_h2": true,
                    "is_h3": false,
                    "is_h4": false
                  }
                },
                "note": null,
                "body": "Featuring 1053 automatic AF points that cover the entire sensor area, the advanced Dual Pixel CMOS AF II system provides extremely fast and accurate focusing performance. This phase-detection focusing system offers enhanced subject detection and tracking, with the ability to intelligently recognize people, animals, and vehicles while automatically locking onto these subjects and maintaining sharp focus throughout burst and video captures. Additionally, this autofocus system's low-luminance limit focuses down to an impressive -6.5 EV for accurate focusing in dark conditions."
              },
              {
                "title": null,
                "note": null,
                "body": null,
                "feature_media": {
                  "align": {
                    "is_top": false,
                    "is_right": false,
                    "is_left": false,
                    "is_none": true
                  },
                  "media_type": {
                    "is_image": false,
                    "is_video": true,
                    "is_audio_files": false,
                    "is_audio_playlist": false,
                    "is_audio_track": false
                  },
                  "media_items": [
                    {
                      "media_description": "Simplicity & Power. The Canon EOS R8",
                      "media_url": "https://www.youtube.com/embed/yM4mMFjV9Ws",
                      "video_length": 115,
                      "is_staff": false
                    }
                  ]
                }
              },
              {
                "title": {
                  "text": "HDR PQ and Canon Log 3",
                  "header_level": {
                    "is_h2": true,
                    "is_h3": false,
                    "is_h4": false
                  }
                },
                "note": null,
                "body": "Though the EOS R8 camera can record impressive video straight out of camera, content creators looking to take the next step in their imaging journey have the choice of two powerful video recording options in HDR PQ or Canon Log 3 video recording. With HDR PQ recording a 10-bit color file is recorded that does not require additional editing. This 10-bit HDR file is compatible with HDR displays such as TVs, monitors, and smartphones, which display your video with even more color accuracy and dynamic range than standard displays. For creators who like to edit their video files, Canon Log 3 is also available, creating a 10-bit log file which allows for powerful recovery of highlights and shadows as well as creative color grading capability."
              },
              {
                "title": {
                  "text": "Vertical Movie Mode and Aspect Markers",
                  "header_level": {
                    "is_h2": true,
                    "is_h3": false,
                    "is_h4": false
                  }
                },
                "note": null,
                "body": "Movie rotation information can be set during or after movie recording, allowing videos to be played in vertical composition when viewing on a smartphone. The Aspect Markers function displays visual markers for different aspect ratios that may be desired for posting the same file to various social media sites. This display provides consideration for proper composition for the different deliverable files that can be created when editing.",
                "feature_media": {
                  "align": {
                    "is_top": false,
                    "is_right": true,
                    "is_left": false,
                    "is_none": false
                  },
                  "media_type": {
                    "is_image": true,
                    "is_video": false,
                    "is_audio_files": false,
                    "is_audio_playlist": false,
                    "is_audio_track": false
                  },
                  "media_items": [
                    {
                      "media_description": null,
                      "media_url": "https://static.bhphoto.com/images/rich_content/desktop/1726747225_IMG_2339792.jpg",
                      "media_caption": null
                    }
                  ]
                }
              },
              {
                "title": {
                  "text": "Livestreaming",
                  "header_level": {
                    "is_h2": true,
                    "is_h3": false,
                    "is_h4": false
                  }
                },
                "note": null,
                "body": "UVC/UAC compatibility allows the R8 to be used as a web camera to stream live video in Full HD, without additional computer software, to applications such as Zoom, Microsoft Teams, Skype, and similar video conferencing software. Thanks to the full-frame image sensor, you'll be able to have versatility in your exposure, as well as strong background separation when using bright aperture lenses for video conferencing or livestreaming content."
              },
              {
                "title": {
                  "text": "Movie Digital IS",
                  "header_level": {
                    "is_h2": true,
                    "is_h3": false,
                    "is_h4": false
                  }
                },
                "note": null,
                "body": "Record stable videos efficiently with minimum equipment, even when shooting handheld, with Movie Digital IS 5-axis image stabilization. Camera-shake vibrations are reduced even more through coordinated control of Movie Digital IS when using a RF lens featuring optical image stabilization."
              },
              {
                "title": null,
                "note": null,
                "body": null,
                "feature_media": {
                  "align": {
                    "is_top": false,
                    "is_right": false,
                    "is_left": false,
                    "is_none": true
                  },
                  "media_type": {
                    "is_image": true,
                    "is_video": false,
                    "is_audio_files": false,
                    "is_audio_playlist": false,
                    "is_audio_track": false
                  },
                  "media_items": [
                    {
                      "media_description": null,
                      "media_url": "https://static.bhphoto.com/images/rich_content/desktop/1726747225_IMG_2339791.jpg",
                      "media_caption": null
                    }
                  ]
                }
              },
              {
                "title": {
                  "text": "2.36m-Dot EVF and Vari-Angle Touchscreen LCD",
                  "header_level": {
                    "is_h2": true,
                    "is_h3": false,
                    "is_h4": false
                  }
                },
                "note": null,
                "body": "Providing high-resolution eye-level viewing, the R8 is designed with a bright and clear 2.36m-dot OLED EVF for a pleasing electronic viewfinder experience. The EVF supports up to a 120 fps refresh rate and has been designed to provide a bright, sharp, and colorful 100% view of the subject at hand.<br><br>\r\n\r\nAdditionally, a large 3.0\" 1.62m-dot vari-angle touchscreen makes it easy to compose and shoot from virtually any angle. With touch and drag functionality, you can intuitively and swiftly move the autofocus point on the touch-panel LCD.</ul>",
                "feature_media": {
                  "align": {
                    "is_top": false,
                    "is_right": true,
                    "is_left": false,
                    "is_none": false
                  },
                  "media_type": {
                    "is_image": true,
                    "is_video": false,
                    "is_audio_files": false,
                    "is_audio_playlist": false,
                    "is_audio_track": false
                  },
                  "media_items": [
                    {
                      "media_description": null,
                      "media_url": "https://static.bhphoto.com/images/rich_content/desktop/1726747225_IMG_2339793.jpg",
                      "media_caption": null
                    }
                  ]
                }
              },
              {
                "title": {
                  "text": "Flexible Connectivity",
                  "header_level": {
                    "is_h2": true,
                    "is_h3": false,
                    "is_h4": false
                  }
                },
                "note": null,
                "body": "<ul>\r\n<li>Wired and wireless connectivity options allow for multiple methods of transferring photos and videos, livestreaming, as well as for remotely controlling the camera. Physically, the camera features a remote port, a USB-C port, a micro-HDMI port, a microphone input, and a headphone jack for monitoring sound.</li>\r\n<li>Built-in Bluetooth pairing lets you easily connect the camera to compatible smart devices using the free Canon Camera Connect app. This low-energy wireless connection helps preserve battery life, while providing remote control of the camera. It also sends continuously updated GPS location data from your phone, letting you geotag what you've captured so you know precisely where you captured the photo.</li>\r\n<li>Built-in Wi-Fi connectivity enables wireless functions, such as remote live view, file viewing, and transfer, by connecting to Wi-Fi quickly and seamlessly. Using the Canon Camera Connect app, you can also transfer files to your mobile device to browse and share on social media.</li>\r\n<li>Built-in USB-C allows you to connect the camera to a smartphone or computer. All Canon Camera Connect app features that can be used with Wi-Fi are now available when the camera and smartphone are connected via USB, using a compatible cable for your device.</li>\r\n</ul>"
              },
              {
                "title": {
                  "text": "Next-Generation Multi-Function Shoe",
                  "header_level": {
                    "is_h2": true,
                    "is_h3": false,
                    "is_h4": false
                  }
                },
                "note": null,
                "body": "An update to a conventional hot shoe, the Multi-Function Shoe adds a row of pins at the front of the design to permit greater accessory functionality as well as provide power to select accessory types that traditionally rely on separate batteries."
              },
              {
                "title": null,
                "note": null,
                "body": null,
                "feature_media": {
                  "align": {
                    "is_top": false,
                    "is_right": false,
                    "is_left": false,
                    "is_none": true
                  },
                  "media_type": {
                    "is_image": false,
                    "is_video": true,
                    "is_audio_files": false,
                    "is_audio_playlist": false,
                    "is_audio_track": false
                  },
                  "media_items": [
                    {
                      "media_description": "The Canon EOS R8 Full-Frame Camera",
                      "media_url": "https://www.youtube.com/embed/_K7ruOXVizY",
                      "video_length": 181,
                      "is_staff": false
                    }
                  ]
                }
              }
            ]
          }
        ]
      }
    ]
  },
  "specifications": {},
  "bundle_info": {
    "total_savings": 250,
    "bundle_item_image_url": "https://static.bhphoto.com/images/smallimages/1761608730_1923387.jpg"
  },
  "badge": null,
  "featured_info": null,
  "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
  },
  "compatible_models": [],
  "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"
    ]
  },
  "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
  },
  "financing": null,
  "firmware_updates": [
    {
      "title": "Firmware Update v1.6.0",
      "date": 1778644800000,
      "link": "https://www.usa.canon.com/support/canon-product-advisories/Firmware-Notice-EOS-R8-Firmware-Version-1-6-0",
      "description": "Canon has released firmware version 1.6.0 for the EOS R8 mirrorless camera. This update fixes an issue where in rare cases, the camera was not recognized when connected to a phone via USB.",
      "version": "v1.6.0"
    }
  ],
  "sound_track_info": {
    "item_sound_tracks": [
      {
        "sound_tracks": {
          "audio_files": [],
          "soundcloud": []
        }
      }
    ],
    "has_sound_tracks": false
  },
  "leasing": {
    "options": [],
    "position": "BOTTOM"
  },
  "my_gear_info": {
    "my_gear_bucket_id": "NONE"
  }
}

Each scraped product returns a comprehensive record with 40+ structured fields:

Product Identification & Core Data

Field	Meaning
Item Key	Unique identifier for the product (SKU or PLID)
Core	Essential product core information (name, brand, model)
Brand	Manufacturer or brand name
Articles	Associated articles or content about the product

Visual & Media Content

Field	Meaning
Main Image	Primary product image URL for storefront display
Image Info	Array of all product images with metadata (alt text, dimensions)
Info Banners	Promotional or informational banners displayed on the listing
Video Info	Embedded videos (tutorials, reviews, product demonstrations)
Sound Track Info	Audio samples or soundtrack-related content (for audio products)

Product Details & Specifications

Field	Meaning
Overview	High-level product summary and key features
Specifications	Detailed technical specs (e.g., RAM, storage, processor, resolution)
Category Info	Product categorization (e.g., Electronics > Phones > iPhones)
Compatible Models	List of compatible devices or accessories
Selling Points	Key marketing messages and unique selling propositions
Configurations	Available options (color, storage, memory variants)

Pricing & Purchase Options

Field	Meaning
Price Info	Current retail price, original price, and discounts
Buying Options	Available purchase methods (buy now, pre-order, back-order)
Promotions	Active promotional offers and deals
Rebates	Manufacturer rebates or mail-in promotions
Financing	Financing options (payment plans, credit card promotions)
Leasing	B&H Photo Video leasing program eligibility

Inventory & Condition

Field	Meaning
Quantity Info	Current stock levels and availability status
Stock Info	Detailed inventory data by location or warehouse
Used Info	Information for refurbished or certified pre-owned items (price, warranty)
Condition Flags	Product condition indicators (new, refurbished, fair, good, best)

Shipping & Warranty

Field	Meaning
Shipping Info	Shipping options, costs, and delivery timeframes
Warranty Coverages	Standard and extended warranty options available
Links	Related product links, manuals, and support documentation

Includes & Accessories

Field	Meaning
Includes	What comes in the box (accessories, cables, documentation)
Includes Free	Complimentary items bundled with purchase
Bundle Info	Available bundle packages and discounts
Literatures	Downloadable manuals, quick-start guides, and specification sheets

Community & Store Data

Field	Meaning
Reviews Stats	Aggregate review ratings, number of reviews, and sentiment data
Category Experts	Expert recommendations or staff picks
Store Info	In-store availability and local pickup options
My Gear Info	Customer gear tracking and wishlist integration

Special Attributes

Field	Meaning
Badge	Special badges or labels (Best Seller, Hot Deals, New Arrival)
Featured Info	Featured status on category pages or homepage
Notes Info	Editorial notes or special instructions from B&H
Firmware Updates	Available firmware versions for electronics

---

How to Use

1. Find product URLs — Browse bhphotovideo.com and identify products you want to scrape. Copy the full product URL from your browser's address bar (must include the PLID parameter).

2. Prepare your list — Add URLs to the urls array. You can add single URLs or batch-paste multiple URLs using the bulk edit feature.

3. Configure settings — Set max_items_per_url to 200 for complete data extraction, or lower for a preview run. Set ignore_url_failures: true for robust bulk scraping.

4. Start the scraper — Run the actor and monitor the log for progress. The scraper will fetch data from each URL sequentially.

5. Export results — Download the dataset as JSON, CSV, or Excel for analysis or integration into other systems.

Best practices:

• Test with 2–3 product URLs first to verify output quality
• Use ignore_url_failures: true for runs with 20+ URLs to avoid stalling
• Store results in a database or data warehouse for ongoing analysis
• Respect B&H's Terms of Service regarding data usage and scraping frequency

---

Real-World Applications

• Price tracking: Monitor competitor pricing on identical or similar products
• Market research: Analyze product availability, promotions, and review sentiment across categories
• E-commerce aggregation: Feed B&H data into multi-channel product feeds or price comparison sites
• Inventory monitoring: Track stock levels for high-demand items or discontinued products
• Reseller analytics: Identify high-margin products and pricing trends for resale
• Promotion tracking: Capture seasonal sales, bundle offers, and financing promotions

The detailed output (40+ fields per product) enables sophisticated analysis: from simple price comparisons to complex trend modeling using reviews, specifications, and stock data.

---

Conclusion

The B&H Photo Video Product Scraper transforms unstructured product listings into machine-readable data. With 40+ output fields covering pricing, specifications, media, inventory, and reviews, it streamlines data collection and unlocks insights for competitive analysis, market research, and e-commerce operations.