We Roasted 100+ Websites with AI. Here's What We Found.
87% of tested websites got zero payments from synthetic users. Real data from AI-powered website audits with 3 synthetic personas.
We built a free tool that sends 3 AI-powered synthetic users to your website. They browse, click, try to sign up, and decide whether they'd pay. No scripts. No checklists. Just realistic user behavior.
After 100+ roasts, the data is in — and it's brutal.
The Numbers
87% of websites received zero payments from all 3 synthetic personas. Not "low conversion" — literally zero. Nobody wanted to pay.
64% couldn't even get a signup. The personas landed, looked around, and left without creating an account.
Who Are These Synthetic Users?
Each roast deploys 3 AI personas that represent real user archetypes:
Tech-savvy, tries everything, forgives rough edges but demands clear value
Needs social proof, polished UI, and a reason to trust you
Questions everything, compares with alternatives, hard to impress
They don't follow a script. They use a real browser — clicking buttons, filling forms, reading copy, scrolling through pages. If your signup form is broken, they'll find it. If your pricing is confusing, they'll say so.
The Top 5 Reasons Websites Fail
After analyzing hundreds of persona reports, clear patterns emerge:
1. "I don't understand what this does" (78% of failures)
Personas consistently report: "I read the headline three times and still don't know what this product does." Abstract taglines like "Empowering your journey" or "The future of collaboration" tell users nothing.
Fix: Lead with what you do, not how you feel about it. "Invoice tracking for freelancers" beats "Empowering independent professionals" every time.
2. Zero social proof (71%)
No testimonials. No logos. No user count. No ratings. The mainstream persona abandons these sites immediately:
"Where are the company logos? Not a single one? I'm supposed to just trust some random tool?"
Fix: Even "Used by 50 teams" is better than nothing. Add it before you have thousands.
3. Pricing confusion (54%)
Personas find pricing pages that show "INCLUDED" next to "$29/mo". Cards with 4 tiers where the differences are unclear. "Contact sales" when the product costs $10.
"You say 'INCLUDED', but then show '$29/mo'. Is it included or not? Make up your mind!"
Fix: One sentence per tier. Clear price. Clear features. Clear button.
4. Broken or missing demo (48%)
"Try it free" leads to a signup wall. "Watch demo" shows a black rectangle. "See it in action" scrolls to an empty section.
Fix: Let people touch the product before asking for their email.
5. Wrong audience targeting (39%)
Sites that say "for founders" lose consultants. Sites that say "for enterprises" lose indie makers. The copy narrows the audience so much that most visitors self-select out.
"I'm not a founder, I'm a marketer. This isn't for me."
Fix: Describe the problem you solve, not the job title you serve.
What Top Performers Do Differently
The 13% that got at least one payment share common traits:
| Metric | Bottom 87% | Top 13% |
|---|---|---|
| Clear value prop in 5 sec | No | Yes |
| Social proof visible | None | 2+ signals |
| Free trial / demo | Signup wall | Instant access |
| Pricing clarity | Confusing | One glance |
| Mobile experience | Broken/ignored | Fully responsive |
The Uncomfortable Truth
Most founders think their website is fine. They built it, they understand it, so it makes sense to them. But you are not your user.
That's why we built the roast. Not to be mean — but to show you what real users see when they land on your site for the first time.
Try It Yourself
The roast is free. No signup required. Just paste your URL and get a full report in under 3 minutes:
The truth might hurt. But shipping a product nobody wants hurts more.
Validate your idea in 30 minutes
Voice-first AI consulting team. 17 reports. Free to start.
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