Three questions. Three different checks.
Website analytics tell you who visited. They do not tell you what an AI model might say about your business, how a buyer could read your message, or whether an idea addresses a problem people actually have.
Perceptra runs three separate AI-assisted checks: several models interpret the brand and website text you provide; one model role-plays a buyer reading your message; and an AI market scan compares generated problem descriptions with common solutions. Each check uses a different method.
What Perceptra OS does
Visibility and Message use fixed reference descriptions to compare AI-written text. Offer uses a different process: it compares AI-generated customer problems with AI-generated common solutions. None of the checks is a customer survey or live-search monitor.
Visibility asks several AI models the same buyer-style question about the name and website wording you provide. Message asks one AI model to role-play one buyer and compares its reply with five reaction descriptions. Offer asks AI for common solutions and customer problems, then compares the meaning of those generated lists. You can read the written output behind each result.
These checks do not crawl your website, show live AI search results, collect real buyer feedback, or prove that a market gap exists. AI-written answers and generated market lists can be wrong. Use them to decide what to check with real customers and other evidence.
Why it matters
Visibility gives your brand name and website wording to several configured models and asks for a buyer-style recommendation. It does not query ChatGPT, Perplexity, or another live service on your behalf, and it does not fetch your website.
Three checks
01 · Citation risk: being left out of AI answers
Several AI models answer a buyer-style question using the brand and website text you provide. Their answers are compared with five fixed descriptions and shown model by model. This is not a live search or a count of real mentions.
02 · Message risk: one simulated buyer response
One AI model role-plays the buyer you name. Its one response is compared with five descriptions, from “would reject” to “would recommend.” Read the reasoning and check important reactions with a real buyer.
03 · Capital risk: spending on the wrong opportunity
AI generates common solutions and customer problems around your idea. Perceptra compares the meaning of the generated text and suggests one opportunity to investigate. This is not fixed-anchor SSR or proof of an underserved market.
Who uses it
The checks work for a large marketing team and a small business owner. The action that follows the finding is different.
Marketing and research teams
Use the results as questions for research: what wording was unclear to the model, what concern came up in one buyer role-play, or which generated problem deserves a customer interview? They are not evidence that an actual shortlist excluded you or that a buyer group rejected the message.
Business owners
Start with a practical question: does the wording you provide explain what you sell? Then use the Message role-play or Offer scan as a way to choose what to ask real customers.
How we explain the product
| Element | Unhelpful claim | Clear explanation |
|---|---|---|
| Hook | You are losing millions to ChatGPT right now. | Your analytics show visits, not the buyers who chose another supplier after asking AI. |
| Problem | Competitors are stealing your clients behind your back. | An AI assistant may recommend competitors before a buyer ever visits your site. |
| Value | Force AI models to recommend you and dominate your market. | See what AI understands about your business and what your website needs to explain more clearly. |
| Method | Our researchers scored how AI sees you. | Visibility compares several AI models; Message scores one role-play; Offer compares generated problem and solution text. No human scoring panel. |
Coming later
The product will include more specific reference material for semiconductors, automotive, bicycle retail, and education. The three business questions will stay the same.
Next step
Create a workspace and test your brand, your website wording, or a proposed offer. Decide later whether you need ongoing measurement.