Get Usability Feedback in 15 Minutes, Not 24 Hours
A hands-on tutorial for running an AI user panel on your app: free landing page roast in 90 seconds, full signup flow walkthrough in 15 minutes, and free reruns to confirm your fixes.
The usual advice is to book a moderated user-testing session. That means recruiting, scheduling, and paying $60 or more per person, then waiting days for notes. If you just shipped a new onboarding flow on a Tuesday night, that timeline is useless to you. Here is the workflow I use on IndieCru.sh to get actionable usability feedback in about 15 minutes, with no recruiting and no calendar invites.

Step 1: Roast your landing page first
Start with the free roast. Paste your URL, no account needed. In about 90 seconds, three simulated personas review your landing page, score it, and name the top issues: unclear headline, buried call to action, pricing that answers nothing. This is the cheapest possible sanity check. If your landing page fails here, fix it before you test anything deeper, because nothing downstream matters if nobody clicks through.
Step 2: Run the full panel on your core flow
Once the landing page survives the roast, run the full AI user panel for $39 one-time. Ten AI users review your app, and three of them actually sign up and walk your core flow. They click through the real thing: create an account, hit the paywall or the empty state, try the main feature. Every step gets screenshotted, and every persona quotes the exact spot where it would abandon and why. Results land in about 15 minutes.
One honest note, because it matters: these are simulated users, clearly labelled as such. They are extremely good at finding breaks, confusing copy, and dead ends. They cannot tell you whether anyone actually wants your product. Use the panel to catch what breaks, and still talk to real humans about whether they care.
Step 3: Read the report like a bug tracker
The report gives you three things:
- An overall score per area, so you know if the problem is your landing page, your signup, or the core feature itself.
- Top issues ranked by severity, not by page order. Fix the first three and ignore the rest for now.
- The exact step where each user quit, with the screenshot and the quote. "I stopped here because the button said Continue but I had no idea what I was continuing to" is a fix you can ship tonight.
Treat it like a bug tracker, not a review. The goal is not a high score, it is a short list of concrete fixes.
Step 4: Fix, rerun, confirm
Ship the fixes, then rerun the panel. Reruns are free for 30 days, up to 10 of them, so the loop costs you nothing extra. If the score on the broken step moves and the abandonment quote disappears, the fix worked. If it does not move, you learned something just as useful for zero dollars.
If you want a second set of eyes, the Pro Review at $99 adds founder Alex Saint re-verifying every finding by hand within 48 hours. Useful before a launch, overkill for a Tuesday night tweak. Check pricing for the details.
Start in 90 seconds
The whole loop, roast to confirmed fix, fits inside an afternoon. Paste your URL into the free roast right now and see what three AI personas say about your landing page. It takes about 90 seconds, costs nothing, and the worst case is you find out your headline was confusing before your next hundred visitors do.