What you provide
Name one buyer role, such as a procurement manager, and paste the headline, email, page, or offer that person would read.
Audit 02 · Message risk: one simulated buyer response
What might one AI role-play buyer think of your message?
Give one AI model a buyer role and the exact message you want reviewed. It responds from that role's point of view, so you can inspect what sounds convincing, unclear, or risky.
What happens
One configured chat model role-plays that buyer and writes a reaction. Perceptra compares the response with five fixed descriptions, from “would reject the offer” to “would recommend the offer.” The result includes the model's reasoning and a chart showing which descriptions best match its words.
This comparison is called Semantic Similarity Rating (SSR). It scores one AI response, not several buyers or a panel of AI models. The bars are text similarity, not percentages of people.
What the result can tell you
It can surface a question, missing detail, or objection to check in your message. Read the response itself; the chart is a quick summary, not a verdict about your market.
What it cannot tell you
An AI role-play is not a real buyer, interview, survey, or sales forecast. Test important reactions with people who actually make or influence the purchase.