Clarity
Do they understand what you do?
2 could name what kind of product this is, unprompted.
https://example.net/4 AI-simulated buyers
Your message needs work: they could not tell what it is, who it's for, why it's worth their time, or why to pick you.
Do they understand what you do?
2 could name what kind of product this is, unprompted.
Can they tell what it solves, and who it's for?
2 could quickly tell what problem it solves and who it is for.
Do they actually want it?
1 would take a meeting to learn more.
Is there a reason to pick you over the alternatives?
2 could name a reason to pick you over a similar option.
Four separate measures, not stages: all 4 personas answered all four questions. Each square is one persona.
1 of 4 recognized the kind of company behind the page, in a tone written for them. Not one of the four layers, and it does not affect the scores above or the order to fix them in.
These are 4 simulated buyers. Want 4 real ones?
Test with humansEnter the six-digit code we emailed to unlock what to change layer by layer, what the personas said in their own words, and the adversarial read of where this copy fails.
4 AI-simulated personas matched to your target market. Each answered independently, without seeing your goal, the scoring criteria, or each other’s answers. Attribution is role, industry and company size only.
Every answer on this page was written by an AI model role-playing a buyer profile, scored on Wynter’s B2B Message Layers framework. The personas were sampled in code across role, industry, company size and behavioral traits; the model wrote only the answers. Scores arrive through fixed verdict categories and the counts are computed in our own code, so no number here was written by a model.
The count is how many personas cleared the bar on each question. A yes can be unhesitating or come with reservations; the scorecard counts both as a yes, and this is the only place the difference is shown. Per layer:
These answers are AI-simulated and directional. Validate anything you’re betting on with real buyers, your ICPs.
Your three moves are behind the six-digit code. Enter it above to see them.
A detailed, section-by-section message test report from verified B2B professionals who are actually in-market for what you sell.







