How to scrape google lens products?

 Scraping Google Lens product results involves automating the visual search process to capture product information displayed after uploading an image. Since Google Lens loads data dynamically, a headless browser like Playwright or Puppeteer is the most reliable method. Begin by launching the browser, navigating to Google Lens, and uploading your product image. Wait for the results page to fully load, then locate the product listings section. Use DOM selectors to extract product names, prices, store links, ratings, and images. Implement scrolling, human-like delays, and mouse movements to reduce detection. Rotating proxies help avoid IP blocks during repeated searches. Store the extracted data in structured formats like JSON or CSV for further analysis or integration into e-commerce tools. Avoid relying on internal Google APIs, as they are not public and may change frequently. Browser automation provides a stable, repeatable way to collect accurate Google Lens product data for research and business purposes.