Hero says 'AI-powered'
Hero claimed 'AI-powered customer success.'
ICP read it as 'chatbot.' Hero rewritten to say what the AI actually does.
Paste your URL or hero copy. 500 ICP SaaS buyers tell you what they think the product does, whether they'd sign up, what they'd pay, where they got confused, and what objection killed them. In 60 seconds.
No card. No signup. Three free checks in your first minute.
URL or just your hero copy. Both work. 90 seconds of setup, max.
B2B SaaS SMB, mid-market, indie hackers, dev-tool buyers, or build a custom one.
500 ICP buyers respond in parallel. First reactions stream in within 15 seconds.
Verdict, sentiment, verbatims, top objection, recommendations. One artifact, 60 seconds.
Verdict, sentiment distribution, verbatim quotes from 500 simulated ICP buyers, the most common objection, friction points, recommendations. One artifact you can paste into your team Slack and act on tomorrow.
Hero claimed 'AI-powered customer success.'
ICP read it as 'chatbot.' Hero rewritten to say what the AI actually does.
Generic 'Get started' button on a 14-day-trial page.
Changed to 'Start 14-day trial, no card.' Trial signups +28% in the next sprint.
Pricing was four scrolls below the fold.
ICP bounced to find pricing on a competitor. Pricing summary added above the fold.
No. Every check runs through nine independent corrections: a multi-model ensemble across multiple independent frontier model families, calibration against historical ground truth, revealed-preference weighting, and distribution-shape matching. One model wrapped in a persona prompt is one model's opinion. We give you 500.
87% median accuracy across calibrated SaaS clusters, audited monthly. Every cluster is dated, sourced, and visible on the validation page. If a cluster drifts below 80%, we pause it automatically.
Pre-built clusters for B2B SaaS buyers (SMB and mid-market), indie hackers, dev-tool buyers, marketing-led SaaS, sales-led SaaS, PLG users, agency owners, and API-first buyers. New clusters land monthly. See the audiences page for status and accuracy.
Today the calibrated SaaS clusters are the focus. The same engine powers our enterprise customers' B2C work, see the enterprise page for that. If you're a SaaS founder targeting consumers, the indie-hacker and product-led clusters are the closest fit while we calibrate B2C-specific SaaS audiences.
No card. No sales call. Three live reactions in your first minute.