How it works
Three checks, three clear methods.
Visibility and Message compare AI-written answers with fixed descriptions. Offer uses a different comparison between AI-generated problem and solution text. The charts summarize text similarity; none is a survey result, live search measurement, or proof that an idea will succeed.
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1. Visibility: compare several model answers
You provide a brand name and website wording. Several configured AI models answer a buyer-style question. Perceptra compares each reply with five descriptions, from “not mentioned” to “main recommendation,” then shows the model-by-model answers, their combined pattern, and how much they agree or differ.
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2. Message: score one buyer role-play
You provide one buyer role and the message they would read. One AI model writes a reaction. SSR compares that single response with five descriptions, from “would reject the offer” to “would recommend the offer.” You can read the reasoning behind the chart. It is not a panel of buyers or AI models.
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3. Offer: compare generated problems and solutions
AI generates common solutions and customer problems around your idea. Perceptra compares the meaning of each problem with the closest listed solution, displays the relative gaps, and asks AI to suggest one opportunity. This check has no fixed SSR descriptions. Text that sounds different may be unrelated rather than underserved.
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4. Read the chart as a comparison, not a fact
SSR bars show how closely wording matches reference descriptions. Offer bars compare the relative text gaps in that scan. Neither shows the percentage of real people, the chance of success, or verified demand. Read the written answers and check important claims yourself.
What to do with a result
Use Visibility to spot wording that models may misunderstand. Use Message to find one AI-generated objection or question to test with a real buyer. Use Offer to choose a possible problem for customer interviews and competitor research. AI can be incomplete or wrong, so treat every result as a prompt for further checking.
Visibility is a text simulation, not an AI-visibility monitoring tool: it does not crawl your website or retrieve live citations. Message is not a survey. Offer is not market validation or investment advice.