How to Scrape Google Lens Exact Matches?

 Scraping Google Lens exact matches requires automating the reverse image search process, since Lens results are dynamic and heavily protected. Use a headless browser like Playwright or Puppeteer to simulate a real user session. Start by launching the browser, navigating to Google Lens or Google Images, and uploading the target image. Wait for the results to fully load, then scroll to the “Exact matches” section. Use DOM selectors to capture result titles, URLs, thumbnails, and snippets. Implement human-like behavior such as random delays, scrolling, and mouse movements to reduce detection risk. Rotating proxies help bypass IP rate limits and prevent blocking. Save the extracted data in formats like JSON or CSV for later processing. Avoid trying to directly call internal Google Lens endpoints, as they are private and frequently updated. Browser automation remains the most reliable approach for consistently scraping these image-based search results.