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Walmart.com Product Details Scraper: Complete Product Data Extraction Tool

Introduction

Understanding the Power of Walmart.com Data Extraction

Walmart.com has evolved from a simple retail website into one of the world's most sophisticated e-commerce platforms, opening its marketplace to third-party sellers and becoming a major competitor to Amazon in the online retail space. With millions of products, detailed seller information, comprehensive pricing data, and extensive customer reviews, Walmart.com represents a goldmine of business intelligence for companies operating in the retail sector.

The challenge many businesses face is accessing this wealth of information efficiently. Manual data collection is time-consuming, error-prone, and simply impractical when dealing with thousands of products. This is where a professional Walmart.com product details scraper becomes invaluable, transforming hours of manual work into automated, accurate data extraction that can fuel your business decisions.

Whether you're conducting competitor analysis, monitoring pricing trends, tracking inventory availability, or researching market opportunities, having access to structured, up-to-date product data from Walmart.com can provide significant competitive advantages.

Comprehensive Walmart Product Data Scraper Overview

Our Walmart.com Product Details Scraper is designed to handle the complexity of modern e-commerce data extraction. The platform offers extensive product information including marketplace seller data, advanced logistics information, and comprehensive customer experience metrics. This scraper can efficiently process multiple product URLs simultaneously, extracting over 100 different data fields that provide a complete picture of each product's market presence.

The scraper is built to handle Walmart's dynamic content loading, anti-bot measures, and complex page structures. It utilizes advanced proxy rotation and retry mechanisms to ensure reliable data collection while maintaining compliance with the platform's terms of service. The tool is particularly valuable for e-commerce businesses, market researchers, pricing analysts, and inventory managers who need accurate, real-time product data.

Key Advantages:

• Comprehensive Data Coverage: Extracts 100+ unique data fields per product
• Scalable Processing: Handle multiple product URLs in a single operation
• Advanced Anti-Detection: Built-in proxy support and retry mechanisms
• Structured Output: Clean, organized data ready for analysis and integration
• Real-Time Accuracy: Fresh data extraction with each scraping session

Target Users:

• E-commerce businesses conducting competitive analysis
• Market researchers studying retail trends
• Pricing analysts monitoring competitor strategies
• Inventory managers tracking availability patterns
• Business intelligence teams requiring automated data collection

Input and Output Format Details

Example url 1: https://www.walmart.com/ip/Maybelline-Super-Stay-Matte-Ink-Un-nude-Liquid-Lipstick-65-Seductress/56168241?classType=VARIANT

Example url 2: https://www.walmart.com/ip/SL-PEPLUM-PANEL-TOP/15561170835?classType=VARIANT&athbdg=L1103

Example url 3: https://www.walmart.com/ip/Fantaslook-Long-Sleeve-Shirts-for-Women-Crew-Neck-Casual-Tunic-Tops-Lightweight-Pullover/6776156844?classType=VARIANT

Example Screenshot of product information page:

Input Format

The scraper accepts a JSON configuration specifying the product URLs to extract data from, along with proxy settings and retry parameters:

{
  "max_retries_per_url": 2, // Maximum waiting time when accessing the links you provided.
  "proxy": { // Add a proxy to ensure that during the data collection process, you are not detected as a bot.
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL" 
    ],
    "apifyProxyCountry": "SG" // You should choose an Country that coincides with the Country you want to collect data from
  },
  "urls": [ // Links to product information pages.
    "https://www.walmart.com/ip/Fantaslook-Long-Sleeve-Shirts-for-Women-Crew-Neck-Casual-Tunic-Tops-Lightweight-Pullover/6776156844?classType=VARIANT",
    "https://www.walmart.com/ip/SL-PEPLUM-PANEL-TOP/15561170835?classType=VARIANT&athbdg=L1103",
    "https://www.walmart.com/ip/Maybelline-Super-Stay-Matte-Ink-Un-nude-Liquid-Lipstick-65-Seductress/56168241?classType=VARIANT"
  ]
}

Input Parameter Explanations:

• max_retries_per_url: Defines the maximum number of retry attempts for each URL if the initial request fails. This is crucial for handling temporary network issues or rate limiting. Recommended range: 1-3 attempts.

• proxy configuration: Essential for avoiding detection and ensuring reliable data collection:

  • useApifyProxy: Enables professional proxy rotation to prevent IP blocking
  • apifyProxyGroups: "RESIDENTIAL" proxies provide the highest success rate and most natural browsing patterns
  • apifyProxyCountry: Should match your target market for accurate regional pricing and availability data

• urls array: Contains the direct product page URLs from Walmart.com. Each URL should be a complete product page link, including any variant-specific parameters for accurate data extraction.

Output Format

You get the output from the Stockx.com Product Details Page Scraper stored in a tab. The following is an example of the Information Fields collected after running the Actor.

[ // List of product information
  {
  "primary_shelf_id": "6999697",
  "can_add_to_list": true,
  "special_order_quantity_eligible": true,
  "is_part_of_low_return_rate_test": false,
  "fulfillment_type_classification": null,
  "primary_product_id": "1PWVTB3QDYYJ",
  "ebooks": null,
  "e_gift_card": null,
  "item_type_v2": "UNKNOWN",
  "primary_offer": {
    "warranty": null
  },
  "blitz_item": null,
  "gifting_eligibility": true,
  "show_condition": false,
  "show_atc": true,
  "hide_atc_for_services": false,
  "selected_offer_id": "148A43A0EA3E481397DEFCD672AC18B7",
  "special_cta_type": "UNKNOWN",
  "special_cta_context": "",
  "flower_delivery_info": [],
  "product_disclaimers": [],
  "is_free_warranty": false,
  "top_promo_text": null,
  "wireless_carrier": "",
  "wireless_third_party_url": null,
  "static_message_type": "UNKNOWN",
  "shipping_cost_type": null,
  "shipping_price": null,
  "member_limit": null,
  "show_highlights_seller_rating": false,
  "grading_label": "New",
  "grading_type_code": null,
  "condition_offers": [
    {
      "offer_id": "148A43A0EA3E481397DEFCD672AC18B7",
      "availability_status": {
        "display": "In stock",
        "value": "IN_STOCK"
      },
      "condition": {
        "code": 1,
        "text": "New",
        "group_code": 1,
        "group_text": "New"
      },
      "price": {
        "price": 5.98,
        "price_string": "$5.98"
      },
      "top_boosted_offer": null,
      "more_conditions": null
    }
  ],
  "ship_as_is": false,
  "subscription": {
    "show_subscription_module": true,
    "subscription_eligible": true,
    "subscription_transactable": true,
    "subscription_submessage": "NONE"
  },
  "subscription_eligible": true,
  "buy_box_suppression": false,
  "discounts": {
    "discounted_value": null,
    "discount_meta_data": [
      {
        "id": "wplus_subscription",
        "type": "wplus_subscription",
        "savings": {
          "amount": null,
          "price_string": "$NaN",
          "percent": null
        },
        "price": {
          "price": null,
          "price_string": null,
          "price_display": "Now est. $NaN"
        },
        "unit_price": {
          "price": null,
          "price_string": null
        },
        "comparison_price": {
          "price": null,
          "price_string": null
        },
        "unit_price_display_condition": null
      }
    ]
  },
  "rewards": null,
  "promo_eligible": false,
  "promo_discount": null,
  "show_fulfillment_link": false,
  "additional_offer_count": null,
  "legal_restriction": false,
  "lmp_eligible": false,
  "is_lmp_alcohol_item": null,
  "is_lmp_alcohol_seller": null,
  "is_byod": null,
  "availability_status": "IN_STOCK",
  "availability_status_v2": {
    "display": "In stock",
    "value": "IN_STOCK"
  },
  "average_rating": 4.4,
  "associated_bundle_id": null,
  "suppress_reviews": false,
  "brand": "Maybelline",
  "brand_url": "/search?q=Maybelline&facet=brand:Maybelline",
  "badges": {
    "flags": [
      {
        "__typename": "BaseBadge",
        "id": "L1102",
        "text": "100+ bought since yesterday, try a subscription",
        "key": "SOCIAL_PROOF_PURCHASES_FLAG",
        "rank": 1,
        "query": null,
        "type": "LABEL",
        "style_id": "BUYBOX_SECONDARY_BLUE_BOLD"
      },
      {
        "__typename": "BaseBadge",
        "id": "L1600",
        "text": "Best seller",
        "key": "BESTSELLER",
        "rank": 2,
        "query": null,
        "type": "LABEL",
        "style_id": "TERTIARY_BLUE_BOLD"
      }
    ],
    "labels": null,
    "tags": [],
    "groups": [],
    "groups_v2": [
      {
        "name": "flags",
        "flow": "HORIZONTAL",
        "pos": "ItemPageBadgeModule1",
        "members": [
          {
            "mem_type": "badge",
            "mem_id": "L1102",
            "mem_style_id": "SECONDARY_EPICBLUE",
            "fb_mem_style_id": null,
            "content": [
              {
                "type": "TEXT",
                "value": "100+ bought since yesterday, try a subscription",
                "style_id": "EPICBLUE_BOLD",
                "fb_style_id": null,
                "cont_desc": null,
                "url": null,
                "action_id": null
              }
            ]
          }
        ]
      },
      {
        "name": "flags",
        "flow": "HORIZONTAL",
        "pos": "ItemPageBadgeModule2",
        "members": [
          {
            "mem_type": "badge",
            "mem_id": "L1600",
            "mem_style_id": "TERTIARY_LAVENDER",
            "fb_mem_style_id": null,
            "content": [
              {
                "type": "TEXT",
                "value": "Best seller",
                "style_id": "HYPERBLUE_BOLD",
                "fb_style_id": null,
                "cont_desc": null,
                "url": null,
                "action_id": null
              }
            ]
          }
        ]
      }
    ]
  },
  "rh_path": "40000:43000:43001:43100:43204",
  "aaia_brand_id": null,
  "manufacturer_product_id": "SSMATINKEX-65",
  "product_type_id": "989",
  "tire_size": null,
  "tire_load_index": null,
  "tire_speed_rating": null,
  "trust_badges": [
    {
      "type": "FREE_RETURN",
      "subtype": null
    },
    {
      "type": "PICKUP",
      "subtype": null
    },
    {
      "type": "SOLD_BY_WALMART",
      "subtype": null
    }
  ],
  "viscosity": null,
  "motor_oil_type": null,
  "model": "SSMATINKEX-65",
  "buy_now_eligible": true,
  "is_get_it_now_eligible": false,
  "pet_rx_eligible": null,
  "pet_rx": {
    "eligible": false,
    "single_dispense": null
  },
  "claim_rate": null,
  "vision": {
    "vision_center_approved": false,
    "age_group": "Adult"
  },
  "early_access_event": false,
  "is_early_access_item": false,
  "annual_event": null,
  "event_attributes": {
    "price_flip": false,
    "special_buy": false
  },
  "is_wplus_member": false,
  "show_buy_with_wplus": false,
  "pre_order": {
    "is_pre_order": false,
    "release_date": null
  },
  "ozark_attributes": {
    "shipping_promise": "NATIONAL_CARRIER",
    "exact_address": false
  },
  "canonical_url": "/ip/Maybelline-Super-Stay-Matte-Ink-Un-nude-Liquid-Lipstick-65-Seductress/56168241",
  "catalog_seller_id": 0,
  "seller_review_count": null,
  "seller_average_rating": null,
  "category": {
    "category_path_id": "0:1085666:7876574:6999697",
    "path": [
      {
        "name": "Beauty",
        "url": "/cp/beauty/1085666"
      },
      {
        "name": "Beauty Best Sellers",
        "url": "/cp/beauty-best-sellers/7876574"
      },
      {
        "name": "Makeup Best Sellers",
        "url": "/cp/makeup-best-sellers/6999697"
      }
    ]
  },
  "class_type": "VARIANT",
  "class_id": "1",
  "fulfillment_title": "title_shipToHome_date_delivery",
  "short_description": "Maybelline Super Stay Matte Ink Un-nude Liquid Lipstick, Seductress, Go Unnude with attitude. it's a new take on neutral lipstick. Unexpected. Unconventional. Up to 16 hours of liquid matte intensity! Ink Your lips in up to 16 hours of saturated matte with Maybelline New York's Super stay Matte Ink Un-nude Liquid Lipstick! This highly pigmented lip color features a unique arrow applicator for precise application. The formula is long-lasting and gives a flawless matte finish. Shades range in neutral liquid lipstick shades from nudes to unconventional nude lipstick shades. For easy removal, use with Maybelline's SuperStay Eraser lipstick remover.",
  "fulfillment_type": "FC",
  "fulfillment_badge": null,
  "check_store_availability_atc": null,
  "check_availability_global_dfs": null,
  "has_seller_badge": null,
  "has_care_plans": false,
  "has_home_services": null,
  "item_type": null,
  "id": "1PWVTB3QDYYJ",
  "abstract_product_id": "2TAIYUAT8MUA",
  "primary_us_item_id": "56168241",
  "condition_type": "New",
  "image_info": {
    "all_images": [
      {
        "id": "F75AD0C9CE38489DBF761406B3A07161",
        "url": "https://i5.walmartimages.com/seo/Maybelline-Super-Stay-Matte-Ink-Un-nude-Liquid-Lipstick-65-Seductress_16e9fac7-74ab-4d7b-aa54-b9294020ceea.2c7f06d107ae0d749a8e72e03bf3a1ff.jpeg",
        "zoomable": true
      },
      {
        "id": "D669C5DFDF0E42799C9DB5979E4F9AA5",
        "url": "https://i5.walmartimages.com/asr/1db39276-6d08-4d46-b040-590aaa8b8881.267249e26baab4f288905a98d52a6622.jpeg",
        "zoomable": true
      },
      {
        "id": "8E7E2F5FDA7D489DAAA70B8BEFCFBB4B",
        "url": "https://i5.walmartimages.com/asr/3bc71295-6c75-4fe9-aaa0-8014b12a1de3.c6988b3bcd7693abca6d24c3d825804c.jpeg",
        "zoomable": true
      },
      {
        "id": "546FB261C3AA47E895C8018B3A178152",
        "url": "https://i5.walmartimages.com/asr/a9a474fa-3c89-4544-99b7-1890699c6455.6f509a79642f522bcbf80d5340881186.jpeg",
        "zoomable": true
      },
      {
        "id": "A6186FFA83584BDDA106091656996DEA",
        "url": "https://i5.walmartimages.com/asr/425670f6-4527-47fa-8738-d5154f7dd337.30da8a442d2b52e21732883b3aee8045.jpeg",
        "zoomable": true
      },
      {
        "id": "95B202A4995D48EEADAB27AB1507E246",
        "url": "https://i5.walmartimages.com/asr/82a17317-16cb-49aa-abf3-cf4acf36a854.429998efebe6e327cf55552406297756.jpeg",
        "zoomable": true
      },
      {
        "id": "84653661AC4C49E68E9A0D8F86FF6E10",
        "url": "https://i5.walmartimages.com/asr/020c4333-c485-4703-b2cf-a23ebfdaabe7.1aeb990c9e5f6202d0dc7fc730045fbd.jpeg",
        "zoomable": true
      },
      {
        "id": "1D4B8108EA444B92962CD7C3D8D7F76E",
        "url": "https://i5.walmartimages.com/asr/fe01755f-8dfe-4464-b4e0-710cfcb35d24.1dfbe919e019fc1240fefbb694afb5d1.jpeg",
        "zoomable": true
      }
    ],
    "thumbnail_url": "https://i5.walmartimages.com/seo/Maybelline-Super-Stay-Matte-Ink-Un-nude-Liquid-Lipstick-65-Seductress_16e9fac7-74ab-4d7b-aa54-b9294020ceea.2c7f06d107ae0d749a8e72e03bf3a1ff.jpeg",
    "thumbnail_aspect_ratio": "1:1"
  },
  "name": "Maybelline Super Stay Matte Ink Un-nude Liquid Lipstick, Seductress",
  "personalizable": false,
  "is_replenishable": true,
  "top_boosted_offer": {
    "date_string": null,
    "display_price": null,
    "fulfillment_promise": null,
    "offer_id": null,
    "price_string": null,
    "seller_id": null,
    "seller_name": null,
    "shipping_cost": null
  },
  "external_info": null,
  "number_of_reviews": 19200,
  "order_min_limit": 1,
  "order_limit": 82,
  "weight_increment": 1,
  "offer_id": "148A43A0EA3E481397DEFCD672AC18B7",
  "offer_type": "ONLINE_AND_STORE",
  "price_info": {
    "price_display_codes": {
      "clearance": null,
      "eligible_for_associate_discount": true,
      "final_cost_by_weight": null,
      "price_display_condition": null,
      "reduced_price": null,
      "rollback": null,
      "submap_type": null,
      "is_b2_b_price": false,
      "price_per_unit_uom": "EA",
      "price_display_type": "UNKNOWN"
    },
    "current_price": {
      "price": 5.98,
      "price_string": "$5.98",
      "variant_price_string": "$5.98",
      "currency_unit": "USD",
      "best_value": null,
      "price_display": "$5.98"
    },
    "base_price": null,
    "was_price": null,
    "comparison_price": null,
    "unit_price": {
      "price": 35.18,
      "price_string": "$35.18/ea",
      "variant_price_string": null,
      "currency_unit": "USD",
      "best_value": null
    },
    "savings": null,
    "savings_amount": null,
    "secondary_offer_boost": null,
    "ship_price": null,
    "is_price_reduced": false,
    "price_reduced_display": null,
    "subscription_price": null,
    "price_range": {
      "min_price": null,
      "max_price": null,
      "price_string": null,
      "currency_unit": null,
      "denominations": null
    },
    "list_price": null,
    "cap_type": null,
    "volume_price_tiers": [],
    "walmart_funded_amount": null,
    "w_plus_early_access_price": null,
    "additional_fees": {
      "duty_fee": {
        "price": null,
        "price_string": null
      },
      "shipping_and_import_fee": {
        "price": null,
        "price_string": null
      },
      "gift_card_margin_and_fee": null,
      "estimated_total_price": {
        "price": null,
        "price_string": null
      },
      "country_name": null
    }
  },
  "return_policy": {
    "returnable": true,
    "free_returns": true,
    "return_window": {
      "value": 90,
      "unit_type": "Day"
    },
    "return_policy_text": "Free 90-day returns",
    "return_policy_text_code": {
      "code": "PRODUCT_RETURN_WINDOW",
      "data": null
    },
    "return_policy_condition": null,
    "holiday_return_enabled": false
  },
  "fsa_eligible_ind": false,
  "seller_id": "F55CDC31AB754BB68FE0B39041159D63",
  "seller_name": "Walmart.com",
  "seller_display_name": "Walmart.com",
  "seller_store_front_url": null,
  "seller_logo_url": null,
  "secondary_offer_price": {
    "current_price": null
  },
  "sem_store_data": null,
  "type": "Lipsticks",
  "pickup_option": {
    "sla_tier": null,
    "access_types": [],
    "availability_status": null,
    "store_name": null,
    "store_id": null
  },
  "sales_unit": "EACH",
  "us_item_id": "56168241",
  "transactable_offer_count": 1,
  "max_reward_among_all_variants": null,
  "variant_criteria": [
    {
      "id": "actual_color",
      "category_type_all_values": "SWATCH_NONTRANSACTIONAL",
      "is_fit_predictable": false,
      "is_size_chart_applicable": false,
      "name": "Actual Color",
      "type": "SWATCH",
      "variant_list": [
        {
          "availability_status": "AVAILABLE",
          "id": "actual_color-amazonian",
          "images": [
            "6A544A86313E4CC59B46416B2F04714B",
            "D716097EA6FD4782ACE7F519F2280B7A",
            "585D6F37A9FE42F4B7B7D08B2DA0AE0F",
            "546FB261C3AA47E895C8018B3A178152",
            "A6186FFA83584BDDA106091656996DEA",
            "95B202A4995D48EEADAB27AB1507E246",
            "84653661AC4C49E68E9A0D8F86FF6E10",
            "1D4B8108EA444B92962CD7C3D8D7F76E"
          ],
          "name": "Amazonian",
          "products": [
            "5CGZZHYOR5FP"
          ],
          "swatch_image_url": "https://i5.walmartimages.com/asr/df5cb247-d0c6-47c0-ab9b-2d50ef972810.48b115cde75d867733581d780b506e10.png",
          "selected": false
        },
        {
          "availability_status": "AVAILABLE",
          "id": "actual_color-artist",
          "images": [
            "58EF94DF56B145EA935C87B5D79E44FA",
            "1D0F20973ED145CDA8B84E9FB09367CF",
            "050E0152C1A14B3FAEC9C46B724912D6",
            "546FB261C3AA47E895C8018B3A178152",
            "A6186FFA83584BDDA106091656996DEA",
            "95B202A4995D48EEADAB27AB1507E246",
            "84653661AC4C49E68E9A0D8F86FF6E10",
            "1D4B8108EA444B92962CD7C3D8D7F76E"
          ],
          "name": "Artist",
          "products": [
            "3HDOVD3IVXF5"
          ],
          "swatch_image_url": "https://i5.walmartimages.com/asr/66512ca4-5844-465d-aceb-51299141d460.596907179954bea3d2de1140d51655a8.png",
          "selected": false
        },
        {
          "availability_status": "AVAILABLE",
          "id": "actual_color-believer",
          "images": [
            "0030E1CD4E2745E781AE88031A6688B0",
            "D31D3DA08A9B41C0B9E39FAF36EFFE26",
            "F0093FF9B3B04CA8A8076E90B45296B2",
            "546FB261C3AA47E895C8018B3A178152",
            "A6186FFA83584BDDA106091656996DEA",
            "95B202A4995D48EEADAB27AB1507E246",
            "84653661AC4C49E68E9A0D8F86FF6E10",
            "1D4B8108EA444B92962CD7C3D8D7F76E"
          ],
          "name": "Believer",
          "products": [
            "59MNCF29QNQA"
          ],
          "swatch_image_url": "https://i5.walmartimages.com/asr/ce95c791-0c5c-4daa-bf23-3bd527c07561.ab85d27b99c90485e042ab54cb96cb89.png",
          "selected": false
        },
        {
          "availability_status": "AVAILABLE",
          "id": "actual_color-champion",
          "images": [
            "F2771D14ADF240D78E1BAF4C5E61A143",
            "DE468D739261469CBDD78ABCAF5FA614",
            "1D75EF4BEEBA4CF4A918A53A00BD1CF5",
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          "price_per_unit_uom": "EA",
          "price_display_type": "UNKNOWN"
        },
        "current_price": {
          "price": 5.98,
          "price_string": "$5.98",
          "variant_price_string": "$5.98",
          "currency_unit": "USD",
          "best_value": null,
          "price_display": "$5.98"
        },
        "base_price": null,
        "was_price": null,
        "comparison_price": null,
        "unit_price": {
          "price": 35.18,
          "price_string": "$35.18/ea",
          "variant_price_string": null,
          "currency_unit": "USD",
          "best_value": null
        },
        "savings": null,
        "savings_amount": null,
        "secondary_offer_boost": null,
        "ship_price": null,
        "is_price_reduced": false,
        "price_reduced_display": null,
        "subscription_price": null,
        "price_range": {
          "min_price": null,
          "max_price": null,
          "price_string": null,
          "currency_unit": null,
          "denominations": null
        },
        "list_price": null,
        "cap_type": null,
        "volume_price_tiers": [],
        "walmart_funded_amount": null,
        "w_plus_early_access_price": null,
        "additional_fees": {
          "duty_fee": {
            "price": null,
            "price_string": null
          },
          "shipping_and_import_fee": {
            "price": null,
            "price_string": null
          },
          "gift_card_margin_and_fee": null,
          "estimated_total_price": {
            "price": null,
            "price_string": null
          },
          "country_name": null
        }
      },
      "product_url": "/ip/Maybelline-Super-Stay-Matte-Ink-Un-nude-Liquid-Lipstick-65-Seductress/56168241",
      "us_item_id": "56168241",
      "subscription_eligible": true,
      "discount_price_string": "",
      "show_condition": false,
      "see_options": false
    }
  }
}, // ... Many other product details
]

The scraper returns an extensive dataset with over 100 fields, providing comprehensive insights into each product's market presence. Here's a detailed breakdown of the key data categories and their business applications:

Core Product Information

• Primary Product ID & US Item ID: Unique identifiers essential for data linking and inventory management
• Name & Short Description: Product titles and marketing descriptions for content analysis
• Brand & Brand URL: Manufacturer information crucial for brand monitoring and competitive analysis
• Category & Class ID: Product classification data enabling market segmentation analysis
• Model & Manufacturer Product ID: Technical specifications for detailed product comparison

Pricing and Financial Data

• Price Info: Current pricing structure including discounts, original prices, and promotional rates
• Discounts & Promo Data: Active promotional campaigns and discount percentages
• Rewards & Member Benefits: Walmart+ exclusive pricing and reward program details
• Secondary Offer Price: Alternative pricing from different sellers
• Shipping Cost Type & Shipping Price: Fulfillment cost structure affecting total customer cost

Inventory and Availability Intelligence

• Availability Status & Availability Status V2: Real-time stock levels and availability indicators
• Fulfillment Type & Fulfillment Options: Delivery methods including same-day, pickup, and standard shipping
• Location & Product Location: Geographic availability and fulfillment center data
• Order Min/Max Limits: Purchase quantity restrictions affecting bulk buying opportunities
• Subscription Eligible: Recurring purchase availability for consumable products

Seller and Marketplace Data

• Seller ID, Name & Display Name: Third-party seller identification for marketplace analysis
• Seller Review Count & Average Rating: Seller performance metrics affecting buy box eligibility
• Seller Store Front URL & Logo: Branding and marketing presence of marketplace sellers
• WFS Enabled & Provider Name: Walmart Fulfillment Services usage indicating professional sellers

Customer Experience Metrics

• Average Rating & Number of Reviews: Customer satisfaction indicators crucial for market positioning
• Trust Badges: Quality and authenticity certifications
• Return Policy: Customer service policies affecting purchase decisions
• FSA Eligible: Health savings account eligibility for healthcare-related products
• Snap Eligible: Government assistance program acceptance

Technical and Compliance Data

• UPC & Product Type ID: Universal product codes for inventory management integration
• Legal Restriction & Age Verification: Regulatory compliance requirements
• Tobacco Static Messages: Specialized messaging for restricted products
• Vision & Prescription Requirements: Healthcare product specifications

Advanced E-commerce Features

• Personalizable: Customization options available
• Zeekit Data: Virtual try-on technology integration
• Add-On Services: Extended warranty and installation options
• Experience Type: Shopping experience classification (standard, premium, etc.)

Business Applications of Each Data Category:

Market Intelligence: Use pricing, availability, and seller data to understand competitive landscapes Inventory Planning: Leverage availability and fulfillment data for supply chain optimization
Customer Analysis: Analyze ratings, reviews, and return policies to understand customer preferences Competitive Positioning: Monitor brand presence, pricing strategies, and promotional activities Compliance Monitoring: Track regulatory requirements and restricted product handling

Implementation Guide and Best Practices

Step-by-Step Usage Process

1. URL Preparation Start by collecting the specific Walmart.com product URLs you want to analyze. Ensure each URL is complete and includes any necessary variant parameters. For products with multiple options (colors, sizes), you may need separate URLs for each variant to capture specific data.

2. Configuration Setup Configure your input JSON with appropriate retry settings and proxy parameters. For most use cases, 2 retries per URL provides good balance between speed and reliability. Choose proxy countries that match your target market for accurate regional data.

3. Batch Processing Strategy For large-scale data collection, process URLs in batches of 50-100 to optimize performance and reduce the risk of rate limiting. This approach also allows for better error handling and progress monitoring.

4. Data Validation After extraction, validate key fields like pricing, availability, and product names to ensure data quality. The scraper provides multiple data points that can be cross-referenced for accuracy verification.

Optimization Tips and Best Practices

Performance Optimization:

• Use residential proxies for higher success rates with dynamic content
• Implement appropriate delays between requests to maintain sustainable extraction rates
• Monitor retry patterns to identify and address systematic issues

Error Handling Strategies:

• Common issues include temporary unavailability, changed product URLs, and rate limiting
• Implement robust retry logic with exponential backoff for temporary failures
• Maintain logs of failed URLs for manual review and reprocessing

Data Quality Assurance:

• Cross-validate pricing data with availability status to identify inconsistencies
• Monitor for significant changes in data structure that might indicate page updates
• Implement data freshness checks to ensure timely information for decision-making

Legal and Ethical Considerations:

• Respect Walmart's robots.txt guidelines and terms of service
• Implement reasonable request intervals to avoid overloading their servers
• Use collected data responsibly and in compliance with applicable privacy regulations

Business Benefits and Practical Applications

Time and Resource Efficiency

Manual data collection from hundreds or thousands of product pages would require substantial human resources and time investment. Our automated scraper can process the same volume in minutes rather than days, freeing your team to focus on data analysis and strategic decision-making rather than data collection.

Competitive Intelligence Applications

Price Monitoring: Track competitor pricing strategies, promotional cycles, and discount patterns to optimize your own pricing decisions. The comprehensive pricing data includes regular prices, sale prices, and member-exclusive pricing.

Market Positioning Analysis: Use brand data, product descriptions, and customer ratings to understand how products are positioned in the market and identify gaps or opportunities.

Seller Performance Tracking: Monitor third-party seller activities, performance metrics, and market share changes to identify potential partnership opportunities or competitive threats.

Strategic Business Value

Product Research and Development: Analyze customer reviews, ratings, and product features to identify market needs and inform product development decisions.

Supply Chain Optimization: Use availability data, fulfillment options, and shipping information to benchmark your own supply chain performance and identify improvement opportunities.

Marketing Intelligence: Leverage promotional data, badge information, and product positioning to inform your marketing strategies and competitive responses.

Investment and Market Analysis: For investors and market researchers, this data provides insights into market trends, brand performance, and e-commerce dynamics in the retail sector.

Conclusion and Getting Started

The Walmart.com Product Details Scraper represents a powerful solution for businesses requiring comprehensive, accurate, and timely product data from one of the world's largest e-commerce platforms. With over 100 data fields covering every aspect of product listings, from basic information to advanced marketplace metrics, this tool provides the foundation for informed business decisions.

Given Walmart's significant e-commerce growth and continued investment in retail technology, having access to detailed product data from their platform becomes increasingly valuable for maintaining competitive advantage in the rapidly evolving retail landscape.

Ready to transform your market research and competitive analysis? Start leveraging the power of automated Walmart.com data extraction to drive your business intelligence initiatives forward.

Related Actors

• Walmart.com Product Search Scraper: A specialized data extraction solution engineered to harvest comprehensive product information from Walmart.com's marketplace.

Your feedback

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