Demo
Creative Testing
Test creative performance against synthetic audiences before spending media budget
Problem
Testing creative in-market is expensive and slow. By the time results come back, the campaign window has moved.
Approach
Marketing teams spend thousands testing creative variants in-market with real media budget. This prototype uses Gemini to simulate audience reactions — evaluating how well each variant will resonate with specific personas on specific platforms. A structural pre-flight validates brand compliance, then a multi-agent pipeline scores each creative across attention, clarity, emotional resonance and likely action. Imagen and Nano Banana generate revised previews based on improvement suggestions.
Google Cloud Consumption
Google Cloud Estimate
Deployment
Workflow
Upload creative variants
Drag and drop assets or bulk CSV upload with up to 50 variants. Auto-detected format. Supports stills and HTML5 banners.
Define personas & brief
Build audience segments with demographic, behavioural and platform context. Gemini enriches persona briefs with market intelligence.
Pre-flight & evaluation
Structural compliance audit, then a four-agent pipeline: creative analysis, persona-by-persona scoring, comparative ranking, and iteration suggestions.
Iterate with AI previews
Select improvement suggestions and Imagen / Nano Banana generates a revised creative preview. Re-evaluate in one click.
Results & comparison
Side-by-side scoring across dimensions. Original vs revised comparison. Exportable reports.