Automated Meta Ads Analysis with Gemini AI & ScrapingFlash

This workflow serves as an AI-powered analyst for Meta (Facebook) ads. It begins by pulling a list of Facebook Ad Library URLs from a Google Sheet on a scheduled trigger. Using ScrapingFlash, it scrapes active ads from each URL, extracting images and text data automatically.

Next, each ad's creative elements are sent to Google Gemini AI, which performs a professional-level analysis. Gemini evaluates strengths, weaknesses, provides actionable suggestions, and assigns a performance score, mimicking an expert marketer's review.

Finally, the structured analysis results are appended to another Google Sheet, enabling easy tracking, comparison, and decision-making. Benefits include massive time savings on manual ad research, scalable analysis for hundreds of ads, and data-driven optimization for campaigns.

Ideal use cases: Competitive ad intelligence for marketers, performance benchmarking against rivals, content ideation from top-performing ads, and routine monitoring of ad landscapes in e-commerce, lead gen, or brand awareness campaigns. Setup is quick—just connect Google, ScrapingFlash credentials, and link your Sheets.