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A conversational setup discovers your brand identity, competitors, category, and key use cases. Takes about two minutes.
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.
Every question goes to Claude, ChatGPT, and Gemini — across multiple model versions — in parallel. Hundreds of responses collected in minutes.
Each response is scored for sentiment, scanned for brand mentions and recommendation strength, and decomposed into atomic claims about your brand.
Claims are embedded, deduplicated, and clustered to surface what models actually agree on — real consensus, not one-off noise.
Competitive landscape, platform divergences, share of model, sentiment heatmaps, and prioritized action items — assembled into one interactive report.