Find out why they leave before you ship.

3 AI users sign up and walk your core flow while 7 more tear into your positioning, pricing and trust, then hand you screenshots, the step each one quit on, and a severity-ranked fix list.

Free. No account needed. Roasts are public.

  • Agents never leave your domain
  • They never touch payment forms
  • Credentials encrypted, used once
Real panel output: indiecru.shOpen the full report
1. Landing page
2. Enter the email addressFriction
3. Click “Sign up”
4. Enter “My First Project”Friction
5. Last screenTask complete

The enemy

Your AI assistant is being nice to you.

You pasted your landing page into a chatbot and asked what it thought. It said the positioning was strong and the design was clean. It never opened your app, never touched your signup form, and was never going to tell you the third field is where people quit.

Asking a chatbot

  • Reads the copy you paste, never opens your app
  • Agrees with whatever you imply you want to hear
  • One voice, one opinion, no disagreement
  • No screenshots, no evidence, nothing to act on
  • Cannot tell you where anyone gave up, because nobody tried

An IndieCrush panel

  • Signs up and walks your real flow in a real browser
  • 10 personas who want different things and disagree
  • A screenshot of every step, including the one they quit on
  • Findings ranked critical, major, minor, each with a fix
  • No incentive whatsoever to be nice to you

Not real users. Better than no users, cheaper than five UserTesting sessions, harsher than your friends.

The evidence

Not opinions. The exact moment they hesitated.

Every finding is anchored to a screenshot and a quote from the AI user who hit it: then turned into a fix you can ship.

Henrik

The Careful Evaluator

Completed, with friction
No pricing or terms information is shown on this signup screen, but the page identifies itself as a demo app so I'll continue.
Logged at step 3Simulated personaReal browser session
criticalTop prioritised issue

Zero value proposition — 'a tiny demo app' is the entire product pitch

The fix

Replace the subtitle with a one-sentence benefit statement (e.g. 'IndieCrush — the fastest way to [core outcome] for [target user]'). Remove all references to 'demo app' from production-facing copy immediately.

Panel score
56
Signed up & walked
3
Issues found
8

Scored before the fixes shipped. Reruns are free for 30 days, so you fix, rerun, and watch the number climb.

Read the full report

A real panel we ran on our own demo app.

How it works

From your URL to fixes in 15 minutes

Step 1

Paste your URL

No setup, no SDK. Give us the link and one sentence on what a user should be able to do.

Step 2

They try to use it

Three agents sign up and walk your flow while seven more judge positioning, pricing and trust. Nobody is grading on a curve.

Ten personas, including a price-sensitive student and a skeptical SaaS buyer, answer whether anyone would pay before real users see it.

Step 3

You get the receipts

The step they quit on, why, and a ranked fix list. Ship a fix, rerun free for 30 days, watch the score move.

Community testers become real first users and every public report brings visibility. The panel itself never sells for you.

All panel feedback is generated by AI personas and clearly labeled as simulated.

Real makers

231 indie apps are already on IndieCrush

Real products from real founders, testing and getting tested.

Subwise

Track, manage, and get reminded about your subscriptions. Never get charged unexpectedly again. Never get surprised by subscription charges again. Subwise intelligently tracks your subscriptions as you sign up for them. No manual entry. No forgotten payments. Just effortless control over your recur

League of Fitness

Don't have the motivation to workout? What if I tell you that you'll lose your match if you don't? Strava is LinkedIn for fitness; we are building the League of Legends + Duolingo for fitness. 👊 What if your fitness app made you feel like you were playing a game? We built League of Fitness to br

Myintelbrief

Competitive Intelligence for SMBs - we watch your competition for important changes you need to know - their pricing, expansions, new businesses, google reviews, everything.

Pagey

Pagey is simple Portfolio Builder, that allows you to get up and running portfolio in minutes, not hours. It let's you forget about changing your resume each month. With Pagey you can maintain your portfolio, track your experience & projects, and export it to PDF if you need to send CV.

Relearn AI

Go beyond surface-level answers. Relearn AI helps you uncover patterns, details, and connections in your material so you can think deeper and work sharper.

PromptDC - Cursor for Prompts

Vibe Coding Prompting | Cursor for Prompts extension. One-click prompt enhancement for every AI web platform (Lovable, Bolt, etc.) and local editor (Cursor, VS Code, Windsurf). Available on Cursor - VS Code - Chrome Extension Marketplace.

Rev

Famx REV is a premium web analytics platform — real-time events, pixel-perfect session replays, and a live 3D visitor globe. One script tag. Full control. Built for teams that ship. Start tracking free

PageSpike.ai

PageSpike.ai combines powerful AI with easy-to-understand insights to help you create landing pages that convert. We apply strict best-practice scoring to every landing page. Get a transparent, section-by-section diagnosis—no fluff, just prioritized fixes proven to boost your conversions.

Pricing

Four ways to move your app forward

Start with a free roast. Pay once when you want the full report: every step screenshotted, the moment they quit, and a ranked list of what to fix.

Free Roast

For finding out how bad it is

Free

What's included

  • A score, and the issues 3 cold visitors actually hit
  • A shareable scorecard with their harshest line on it
  • Results in about 90 seconds
  • No account needed

Featured Listing

For getting your app in front of every tester

$10
one-time per listing

What's included

  • Top of the apps feed for 7 days
  • Featured badge on your listing
  • Includes a $15 coupon toward an AI User Panel
  • One-time payment, no subscription
Recommended

AI User Panel

For finding out why they leave, before you ship

$39$29
one-time per appLaunch week

One moderated user-testing session costs $60+. This is ten perspectives for $29.

What's included

  • The step each user gave up on, screenshotted
  • Their reason for quitting, in their own words
  • Every finding ranked critical, major or minor, with a fix
  • Positioning, pricing and trust torn apart by 7 more personas
  • Rerun free for 30 days and watch the score move
  • Private by default

Pro Review

For when you want a human to say it to your face

$99
hands-on by Alex Saint

What's included

  • A real human uses your app end to end
  • Written feedback specific enough to ship against
  • UI, UX and feature audit
  • Practical growth and launch notes
  • 48-hour turnaround
Blocked first run? Automatically refunded.Private by default, share with one click.One-time payment, no subscription.

Every panel is AI personas, labeled simulated on every report. Community Testing and the $99 Pro Review are where real humans come in.

FAQ

Questions, answered

How is this different from asking ChatGPT?
A chatbot reads the copy you paste it and tells you the positioning is strong. It never opens your app, never fills in your signup form, and has every incentive to agree with you. A panel opens your app in a real browser, signs up, attempts your core flow, and comes back with the step where it broke and a screenshot of it. Ten personas who want different things, so they argue with each other instead of flattering you.
Is this real user testing?
No, and we never pretend otherwise. Every persona is AI and is labeled simulated everywhere it appears. What you get is the part real user testing gives you that a chatbot cannot: someone who is not you, opening your app cold, failing at it, and leaving a screenshot of the moment they gave up. Not real users. Better than no users, cheaper than five UserTesting sessions, harsher than your friends. When you want actual humans, that is what Community Testing (free, credit-based) and the Pro Review ($99, hands-on by Alex) are for.
What do I get in the report?
A panel score, a screenshot of every step each AI user took, the exact step they abandoned and the reason they gave, and a fix list ranked critical, major or minor. Seven more personas cover positioning, pricing and trust. A Free Roast is the short version: the score, the issues three cold visitors hit, and a scorecard you can share.
What if the agents get blocked anyway?
If none of the three AI users can even start your flow, the run is marked blocked and never costs you a run: the slot goes straight back on your pass, and if it was the first run on that pass we refund the purchase automatically. If at least one gets through, the run stands, and the blockers they hit are themselves findings.

Stop asking a chatbot if your app is good

Paste your URL. Three users who owe you nothing will tell you what they think, in about 90 seconds.

Already know you want the full walkthrough? Run your panel for $29