AI agent scrapes 471 Best Buy reviews in 29 minutes into one spreadsheet

eyishazyer · x · 2026-11-05

The author shows how to turn a product's public reviews into a single spreadsheet using an AI agent. Best Buy lists reviews 20 per page and splits them across separate listings by frame and band size, so reading 500+ by hand isn't practical. Running an agent with the Oxylabs Web API against Meta's Ray-Ban Display pulled 471 reviews in 29 minutes, with a step-by-step process for reaching the pages and extracting the complaints buyers actually raise.

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