AdRadar: Creative Fatigue and Copycat Search Without a Tagging Farm

AdRadar is presented as a Pixeltable-based media-buying workflow that combines ad creative assets and campaign telemetry into a single data row, replacing separate OCR, transcription, spreadsheet scoring, and vector-search tools. The proposed Ads table stores images, optional videos, spend, impressions, conversions, and active days, then uses Gemini to extract visible copy, Whisper to transcribe video voiceovers, a simple conversion-rate-and-age rule to identify potentially fatigued creatives, and CLIP embeddings to find visually similar ads from a reference image. FastAPI routes support inserting ads, retrieving high-risk fatigued ads, and searching for “copycat” creatives. The approach is positioned as a creative-analysis and similarity-search system rather than an ad-management platform, bid optimizer, hosted OCR service, or consumer interface, with deployment to Pixeltable Cloud using the same application file and database, schema, and service update commands.

Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.