Vision-Based AI Agent Scraper: Sheets, ScrapingBee & Gemini

This workflow revolutionizes web scraping by employing a vision-based AI agent powered by Gemini-1.5-Pro. Instead of brittle XPath or CSS selectors, it captures full-page screenshots via ScrapingBee and uses AI vision to intelligently extract data, falling back to HTML (converted to Markdown for efficiency) when needed. Structured output parsing ensures clean JSON results.

Key benefits include DOM-independent scraping for dynamic sites, high accuracy on complex layouts (ideal for e-commerce), token-efficient processing, and seamless Google Sheets integration for input URLs and output storage. It saves hours of manual data collection and selector debugging.

Use cases: E-commerce product scraping (prices, reviews), job listings, real estate data, or any visual-heavy site. Customize prompts for specific fields like titles, images, or tables. Note: Comply with legal scraping regulations.