Tutorials, industry analysis, and best practices for ecommerce data extraction, API integration, and competitive intelligence.
A language model's knowledge of Amazon prices is months old. Tool calling lets it fetch the live Buy Box, rank and title when a question needs them. A complete Python agent with Claude and the SellerMagnet API, plus the guardrails that keep it cheap and honest.
An Amazon category ID - a browse node ID - is the last segment of a Best Sellers URL. How to read it, search all 22 category trees for it, check it before you pay for a request, and pass it to the bestsellers endpoint to get the top 50 products.
Picking a Buy Box polling interval is a trade between how fast you notice a lost Buy Box and how many credits you spend. The arithmetic, a tiered schedule that cuts cost by more than 80 percent, and a cron-ready Python checker.
Get Amazon product data in Python with requests: a small client for product lookup and keyword search, the retry policy that avoids paying twice for the same miss, and a thread pool that stays under the per-key concurrency cap.
One request returns a seller's feedback counts for the last 30, 90 and 365 days and lifetime, the star rating per period and up to five recent comments. How the positive, neutral and negative counts are defined, how to spot a seller whose rating is sliding, and how to vet every seller on a listing.
One request returns the offers on an ASIN's offer listing: seller, condition, FBA or FBM, item price, shipping, landed price, delivery date and seller rating, plus the featured Buy Box offer. How to compare offers fairly, count competing sellers, and what the inventory field really means.
Discover how to use SellerMagnetAPI to identify emerging Amazon product categories and gain a competitive edge. Learn to analyze trends, sales data, and product statistics to stay ahead in the e-commerce market.
Automate your ecommerce market research with SellerMagnetAPI. Gain competitive insights, streamline inventory management, and uncover market trends with powerful Amazon data API endpoints.
Automate Amazon bestseller tracking with SellerMagnetAPI for real-time insights, competitive analysis, and inventory management. Learn how to use the API with practical examples.
Join thousands of developers using SellerMagnet API for real-time Amazon product intelligence. Start extracting data in minutes.
150 free API credits • No credit card required • Cancel anytime
Manage your cookie preferences. Strictly necessary cookies are always enabled.
These cookies are essential for the website to function.
These cookies help us understand how visitors interact with our website.
These cookies are used to track visitors and display relevant ads.
Tell us about your project and we'll get back to you within 24 hours.