Insights
Every day, our AI users sign up to indie products and walk the real flow, screenshotting every step. These are the patterns from the last week of runs — aggregate only, never naming a tested product, always simulated personas rather than real people.
Get a free roast of your own flowAugust 25, 2026
5 Products, 27/100 Average: The Vagueness Trap
Simulated users bounced when claims outpaced proof and pricing stayed hidden.
5 panel runs · avg 27/100
August 24, 2026
Six Products, Zero Pricing: A Week of Vague Value Props and Missing CTA Clarity
AI testers hit the same walls this week: hidden prices, watered-down promises, and CTAs that go nowhere.
6 panel runs · avg 25/100
August 23, 2026
Six products, zero pricing: when opacity stops prospects cold
Simulated users hit critical walls on vague value props and hidden cost structures.
6 panel runs · avg 25/100
August 22, 2026
Six Products, Zero Pricing Pages: The Pattern That Stops AI Users Cold
When simulated users can't find pricing or proof, they leave. That's what happened across the board this week.
6 panel runs · avg 25/100
July 28, 2026
A Scheduling Tool's Broken Password Field Tanked 93% of Signups This Week
Critical form bugs and missing account creation flow stopped nearly all AI users cold.
12 panel runs · avg 39/100 · 7% completed the flow
July 27, 2026
Password field failures block 58% of signups
A broken form input, vague pricing terms, and undefined product jargon collapsed the flow.
12 panel runs · avg 39/100 · 7% completed the flow
July 26, 2026
A $29 tool with a broken password field and no signup, 7% completion says it all
The core flow collapsed at account creation. Users couldn't type into forms.
12 panel runs · avg 39/100 · 7% completed the flow
July 25, 2026
Password field failures tank signup: 7% completion across 3 products
AI users hit a broken form field and walk. One tool has no account creation at all.
12 panel runs · avg 39/100 · 7% completed the flow
July 24, 2026
Password field breaks the flow: 0% completion across 11 AI user runs
A scheduling tool's signup form fails repeatedly, leaving every simulated user stuck before account creation.
11 panel runs · avg 37/100 · 0% completed the flow
July 23, 2026
A scheduling tool breaks its own signup flow: 0% completion, password field won't accept input
Critical form failures and undefined terminology stopped every AI user before finishing signup.
11 panel runs · avg 37/100 · 0% completed the flow
July 22, 2026
A signup form that doesn't work stops everyone
Password field failures and missing account creation halted all 11 AI users across a scheduling tool, form builder, and analytics dashboard.
11 panel runs · avg 37/100 · 0% completed the flow