Vouch
See where AI assistants drop your brand mid-conversation
Vouch is a generative engine optimisation (GEO) tool that shows brands how AI assistants talk about them across a whole buying conversation, and where they drop out. AI search does not end at the first answer: buyers ask five more questions, and that is where your brand wins or disappears. Most tools check whether your brand is mentioned in the first answer. Vouch runs a Thread, one buyer's six-question conversation with an AI assistant (discovery, shortlist, objection, trust, value, decision), and records where your brand is named at each stage, where it drops out and which rival takes its place. Tracked assistants today: Claude, Gemini, ChatGPT, Perplexity, Google AI Overviews, Google AI Mode and Copilot. Vouch is invite-only for now, and every invitation starts with a 14-day free trial. I'm the founder and I build it myself.
Features
- Threads: six-question buyer conversations run against AI assistants
- Stage-by-stage view: see the stage where your brand drops out
- See which rival is named or chosen in your place
- Weekly dashboard led by the Vouch Rate
- Tracks 7 assistants: Claude, Gemini, ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Copilot
- Follow-up questions written for your category
- 14-day free trial with every invitation
Use Cases
- Find the point in a buying conversation where AI assistants stop naming your brand
- See which competitor AI assistants pick over you at the decision stage
- Check how your brand holds up beyond the first AI answer
- Track weekly whether your visibility in AI answers is improving
- Brands in categories with long buying journeys, e.g. electric cycles
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