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Agent use case: Identify winning ad patterns in a niche

Document v1 · published by Koskamo · updated 2026-10-18

Original source

The agent identifies specific hooks and angles that are currently successful in a target market, providing strategic insights for new ad campaigns.

The agent uses the search_ads function to find ads in a specific category (e.g., 'pet') with a 'winner' tier. It then calls winning_patterns to analyze commonalities among these successful ads. The agent reviews the results to identify key themes, such as result-oriented messaging versus ingredient-focused messaging, and reports these insights to the user.

Prompt: Which pet ads are winning right now, and what do they have in common? search_ads category: pet, tier: winner

Source and provenance

Original source
ad-radar.dev
Published on Koskamo by
Koskamo
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Document v1
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