When ChatGPTClaudeGeminiChatGPT goes
shopping, who wins?

We simulate real purchase decisions across the top AI agents. See how often they recommend you — and why competitors steal your deals.

Try it free

How it works

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We crawl your site and extract brand signals, pricing, positioning, and structured data that AI models actually read.

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Realistic buying scenarios run across different LLMs — as if real customers were asking for help.

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Win rate, competitor analysis, and a concrete action plan. Know exactly why you lose deals and how to fix it.

The brands that understand AI agents today will dominate tomorrow's marketplace.