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    "categories": [
      "ECOMMERCE",
      "AUTOMATION",
      "INTEGRATIONS"
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    "title": "Walmart Products Scraper",
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    "seoTitle": "Walmart Products Scraper: Prices & Availability",
    "seoDescription": "Scrape Walmart product search results without an API. Export prices, ratings, sellers, availability, images, item IDs, and product URLs for monitoring.",
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    "actorPermissionLevel": "LIMITED_PERMISSIONS",
    "readmeSummary": "## Walmart Products Scraper\n\nA web scraper that extracts structured product-listing data from public Walmart search result pages for product intelligence, price monitoring, assortment analysis, marketplace research, and search-visibility tracking. The Actor crawls Walmart search results by keyword or public search URL, paginates and respects Walmart search sort orders, and produces record-level product information including titles and links, product identifiers, current and comparison pricing, average ratings and review counts, seller and brand attribution, availability and fulfillment labels, sponsored placement flags, thumbnail images, and a scrape timestamp for time-series comparisons. Technical capabilities include automated HTML parsing of search result pages, configurable pagination and sorting behavior, optional proxy-based geographic request routing, and extraction of seller/marketplace signals and promotional indicators useful for competitor and catalog analysis.\n\n## Use cases\n\n- Competitor price tracking and price history monitoring for selected Walmart search queries  \n- Assortment research and category-level product discovery for brand or SKU analysis  \n- Search visibility tracking to compare organic vs. sponsored placements for keywords  \n- Marketplace seller monitoring to identify Walmart.com vs third-party sellers and track seller visibility  \n- Building price intelligence dashboards and retail analytics from Walmart search listings  \n- Populating product catalogs and matching item identifiers across repeated scrapes",
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