amazon-product-api-skillThis skill helps users extract structured product listings from Amazon, including titles, ASINs, prices, ratings, and specifications. Use this skill when use...
Install via ClawdBot CLI:
clawdbot install phheng/amazon-product-api-skillThis skill utilizes BrowserAct's Amazon Product API template to extract structured product listings from Amazon search results. It provides detailed information including titles, ASINs, prices, ratings, and product specifications, enabling efficient market research and product monitoring without manual data collection.
Before running the skill, the BROWSERACT_API_KEY environment variable must be checked. If it is not set, do not proceed; instead, request the key from the user.
Agent Instruction:
"Since you haven't configured the BrowserAct API Key yet, please go to the BrowserAct Console to get your Key and provide it here."
The agent should configure the following parameters based on user requirements:
stringlaptop, wireless earbudsstringAppleDell, Samsungnumber1stringenzh-CN, deThe agent should execute the following script to get results in one command:
# Example Usage
python -u ./scripts/amazon_product_api.py "keywords" "brand" pages "language"Since this task involves automated browser operations, it may take a few minutes. The script outputs real-time timestamped status logs (e.g., [14:30:05] Task Status: running).
Agent Note:
Upon success, the script parses and prints the structured product data from the API response, which includes:
product_title: Full title of the product.asin: Amazon Standard Identification Number.product_url: URL of the Amazon product page.brand: Brand name.price_current_amount: Current price.price_original_amount: Original price (if applicable).rating_average: Average star rating.rating_count: Total number of ratings.featured: Badges like "Best Seller" or "Amazon's Choice".color, material, style: Product attributes (if available).If an error occurs during execution, the agent should follow this logic:
"Invalid authorization", the API Key is invalid. Do not retry; ask the user to provide a valid key."Invalid authorization" but the task fails (e.g., output starts with Error: or returns empty results), the agent should automatically retry once.Generated Mar 1, 2026
Online retailers can use this skill to track competitor pricing for specific product keywords across Amazon search results. By extracting current and original prices along with brand information, businesses can adjust their own pricing strategies in real-time to remain competitive in dynamic markets.
Manufacturers and product developers can analyze Amazon search results to identify market gaps, popular features, and pricing trends for specific product categories. The skill's ability to extract technical specifications like materials and colors helps inform design decisions and feature prioritization for new products.
Marketing agencies and brand managers can evaluate how well their clients' products appear in Amazon search results compared to competitors. By tracking featured badges, ratings, and search result positioning across multiple pages, they can measure brand visibility and optimize Amazon SEO strategies.
Companies planning to expand into new geographic markets can use the language parameter to analyze Amazon search results in local languages. This helps understand regional preferences, competitor landscapes, and pricing norms before launching products in new countries.
Amazon resellers and dropshippers can automate the extraction of structured product data including ASINs, specifications, and pricing to build and maintain accurate product catalogs. This reduces manual data entry and ensures product listings remain current with Amazon's actual offerings.
Build a subscription-based platform that uses this skill to provide automated Amazon market research reports to e-commerce businesses. Offer features like competitor tracking, price monitoring, and product trend analysis with scheduled data pulls and dashboard visualizations.
Offer specialized consulting services that leverage this skill to analyze clients' Amazon search result performance. Provide data-driven recommendations for product listing optimization, keyword targeting, and competitive positioning based on extracted search result data.
Develop a standalone tool that helps Amazon FBA sellers identify profitable products by analyzing search results, ratings, and pricing data. Focus on niches with high demand and low competition by extracting and comparing product attributes across multiple categories.
💬 Integration Tip
Set up the BROWSERACT_API_KEY as an environment variable before execution and monitor terminal output for real-time status updates during the automated browser operations.
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