Linkfox Walmart Search

Walmart Product Search

This skill enables you to search and retrieve Walmart product listing data, helping e-commerce sellers and researchers extract actionable insights from Walmart's marketplace.

Core Concepts

Walmart Product Search retrieves real-time product listing data from Walmart's marketplace. It supports keyword-based search, category browsing, price filtering, sorting options, and device-specific results. This is a direct search tool that returns current product listings as they appear on Walmart.com.

Search modes: You can search by keyword, by category ID, or by combining both. At least one of keyword or categoryId must be provided.

Sorting options: Results can be sorted by best_seller, best_match, price_low (price ascending), or price_high (price descending). When no sort is specified, the default relevance-based ranking applies.

Pagination: Results are paginated with a default of page 1. The maximum page number is 100.

Parameter Guide

Product Data Fields

Usage Examples

1. Basic keyword search Search for products matching a keyword:

{"keyword": "wireless earbuds"}

2. Price-filtered search Find products within a specific price range:

{"keyword": "laptop stand", "minPrice": 10, "maxPrice": 50}

3. Best sellers in a category Browse top-selling products sorted by popularity:

{"keyword": "coffee maker", "sort": "best_seller"}

4. Budget shopping -- lowest price first Find the cheapest options for a product:

{"keyword": "phone case", "sort": "price_low"}

5. Category browsing with pagination Browse a specific category across multiple pages:

{"categoryId": "976759_976787", "page": 2}

6. Store-specific inventory check Search products available at a specific Walmart store:

{"keyword": "tent", "storeId": "1862"}

7. Mobile results simulation See results as they appear on mobile devices:

{"keyword": "water bottle", "device": "mobile"}

8. Combined filters Apply multiple filters for precise results:

{"keyword": "running shoes", "minPrice": 30, "maxPrice": 80, "sort": "best_match"}

Display Rules

1. Present data clearly: Show search results in well-structured tables with key fields (title, price, rating, reviews, seller). Do not add subjective buying recommendations unless the user asks for analysis.
2. Price formatting: Always display prices with the currency symbol. When wasPrice is present, show both current and original prices to highlight discounts.
3. Rating context: Display ratings alongside review counts so users can judge credibility (e.g., "4.5 stars from 1,230 reviews").
4. Stock status: Clearly flag out-of-stock items so users do not overlook availability issues.
5. Sponsored labeling: Mark sponsored products so users can distinguish organic from paid placements.
6. Pagination guidance: When results have a large total count, inform the user of the total and suggest paginating with the page parameter to see more.
7. Error handling: When a query fails, explain the error clearly and suggest adjusting parameters (e.g., broadening the keyword, changing filters).
8. Product links: When showing results, include productPageUrl so users can navigate directly to the Walmart product page.

User Expression & Scenario Quick Reference

Applicable -- Walmart product listing queries:

Not applicable -- Needs beyond Walmart product listings:

• Walmart seller account management or advertising
• Walmart order tracking or purchase history
• Product reviews text analysis (only rating/count is available)
• Historical price tracking or price trend analysis
• Walmart affiliate or API key management

Boundary judgment: When users say "product research" or "competitor analysis" in the context of Walmart, if their need involves searching for current product listings, prices, ratings, or seller information, then this skill applies. If they are asking about advertising strategy, account metrics, or historical sales data, it does not apply.

解决认证和算力问题

发生以下异常情况时，采用 references/onboarding.md 引导解决问题：

异常情况

• 未配置API Key：环境变量未配置 LINKFOX_AGENT_API_KEY，也未配置 LINKFOXAGENT_API_KEY。
• 响应401或402状态码
• 响应提示算力或余额不足：消息含"算力余额不足/计费不足/余额不足/quota exceeded/insufficient balance/套餐到期/需充值/请充值"，或类似含义的内容。

算力消耗规则

消耗 15 算力。

用户会因算力消耗而支付费用。请充分评估：当需要高频调用本技能，或用户对算力消耗量预期不足时，务必提醒用户，由用户决定是否继续。

Feedback:

Auto-detect and report feedback via the Feedback API when any of the following apply:

1. The functionality or purpose described in this skill does not match actual behavior
2. The skill's results do not match the user's intent
3. The user expresses dissatisfaction or praise about this skill
4. Anything you believe could be improved

Call the feedback API as specified in references/api.md. Do not interrupt the user's flow.

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