Topic
Product, price, and review data at scale: marketplace scraping, competitor monitoring, and how AI assistants pick what to recommend.
ChatGPT returned a product card on 87% of shopping-intent prompts and Google AI Mode on 91%, while Perplexity and Gemini showed almost none. The retailers named are dominated by Best Buy and Walmart, and the picks are sourced overwhelmingly from YouTube, Reddit, and RTINGS, not from brand sites.
Learn how Amazon scraping APIs extract products, prices, reviews, sellers, and offers as JSON while handling proxies, WAFs, and marketplace routing.
Learn how to master web scraping eBay with this guide. Get actionable strategies for bypassing bot detection, parsing data, and scaling your operations.
ChatGPT Shopping turns product research into a conversation. See how product cards, reviews, schema, and feeds affect AI product discovery in 2026.
