How Do AI Models
See Your Brand?
Start Your First Report
Tell us about your brand through a quick conversational setup. We generate questions, query every major AI model, and build your intelligence dashboard automatically.
+ Add a BrandDescribe Your Brand
A conversational setup discovers your brand identity, competitors, category, and key use cases. Takes about two minutes.
Generate Questions
We create 30 targeted questions people are likely asking AI assistants — aided ones that name your brand, and unaided ones that test organic category recall.
Query Every Model
Every question goes to Claude, ChatGPT, and Gemini — across multiple model versions — in parallel. Hundreds of responses collected in minutes.
Extract & Score
Each response is scored for sentiment, scanned for brand mentions and recommendation strength, and decomposed into atomic claims about your brand.
Find Consensus
Claims are embedded, deduplicated, and clustered to surface what models actually agree on — real consensus, not one-off noise.
Build Your Dashboard
Competitive landscape, platform divergences, share of model, sentiment heatmaps, and prioritized action items — assembled into one interactive report.
Recommendation
Rate
Sentiment
Strength