Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.
The Competitive Ads Extractor collects active ads from platforms like Facebook Ad Library and LinkedIn, capturing screenshots and detailed messaging elements. It analyzes competitors’ ad copy and creative to identify which problems, use cases, and value propositions resonate, grouping ads by theme or format. This allows marketers to surface successful patterns, creative approaches, and audience targeting insights that inform smarter campaign decisions.
This skill is designed for performance marketers who need to benchmark competitor messaging and creative, growth leads aiming to quickly uncover new ad concepts, and agency strategists responsible for crafting data-driven campaign strategies. It’s especially useful when preparing for product launches, refreshing stale creatives, or entering competitive verticals where understanding market positioning and pain points is critical.
Practitioners begin by extracting all live ads from one or more competitors on selected platforms to build a comprehensive ad set. Next, they review screenshots and messaging breakdowns to identify recurring problems and value propositions highlighted in the ads. The third step involves categorizing ads by theme, format, or audience segment to spot high-performing creative patterns and copy formulas. Finally, these insights feed into campaign planning—testing identified pain points, adjusting copy length, or experimenting with proven visual formats like before/after splits.
How current is the ad data? The extractor pulls only active ads, ensuring insights reflect real-time competitor activity. Can it analyze multiple competitors at once? Yes, it supports comparing ads across several competitors to highlight industry-wide trends and unique approaches. Does it provide recommendations for my own ads? While it surfaces proven messaging and creative patterns, it stops short of generating original copy, leaving adaptation and testing to the user.
Attach the Competitive Ads Extractor skill to a Metaflow agent task by specifying the competitor(s) and platform(s) you want to analyze. Expect the agent to retrieve active ads, save visuals, and deliver a detailed breakdown of messaging themes and creative patterns. This output can then guide your next campaign iterations and competitive research efforts. For detailed instructions and examples, see the related documentation section on...
For broader context, see our roundup of claude skills for marketing, and read ultimate guide to Claude marketing skills for related setup guidance.