Creative Voting System

Review, rate, and improve Expanso ad creatives

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Vote on Creatives

Rate ad creatives 1-5 stars and provide feedback to improve future generations.
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View Results

See scores, rankings, and AI review feedback for all creatives.
🖼️

Gallery View

Browse all generated creatives in a visual grid layout.
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Admin Dashboard

Generate new creatives, run AI reviews, and manage the pipeline.

API Endpoints

GET /api/briefs List all briefs
GET /api/results Voting results & scores
POST /api/aggressive-review Run AI review
GET /api/aggressive-review/status Review job status
POST /api/regenerate/{brief_id} Regenerate image