Product Testing

The Product Testing agent installs your app (or a competitor's) on a real device, navigates through the onboarding flow using AI vision, captures screenshots of every screen, and generates a detailed UX analysis report.

Think of it as an AI product manager reviewing your first-run experience.

What it does

1. Installs the app from the App Store on a real iOS device
2. Navigates the onboarding flow screen by screen — tapping buttons, scrolling, handling popups
3. Captures screenshots of every screen encountered
4. Generates a report analyzing the user experience, friction points, and UX patterns

You just provide an App Store URL and wait 5–15 minutes.

What the report includes

Onboarding flow analysis

• Screen-by-screen breakdown of what the user sees at each step
• Permission requests — which ones, when, and how they're framed
• Value delivery timing — when users first experience the core value
• Paywall placement — where and how you ask for payment
• Friction points — steps that might cause drop-off

UX assessment

• First impressions — what new users see the moment the app launches
• Clarity — is the value proposition obvious?
• Simplicity — is the flow intuitive or overwhelming?
• Trust signals — does the onboarding build confidence?
• Call-to-action effectiveness — are CTAs clear and compelling?

Screenshots

Every screen is captured and included in the report.

How to run it

1. Navigate to Product Agent in the sidebar
2. Enter the App Store URL (yours or a competitor's)
3. Click Run Analysis
4. Results are ready in 5–15 minutes depending on onboarding length

Use cases

Competitive analysis

Run the agent on 3–5 competitor apps to understand how they onboard users, present paywalls, and handle permissions.

Post-update validation

After shipping a new onboarding flow, verify it works end-to-end on a real device before users encounter problems.

Team alignment

Share the report with your team so everyone sees the actual new user experience — not just the design mockup.

Design documentation

Use the screenshots to document your onboarding flow and track how it changes over releases.

Supported platforms

• iOS — full support (App Store installs on real devices)
• Android — coming soon

Limitations

• Public apps only — the app must be live on the App Store (TestFlight not supported)
• One run at a time per organization
• English UI — the AI vision agent works best with English-language apps (multilingual support improving)
• Complex auth flows — apps requiring phone verification or hardware pairing may produce partial results

What's free vs. paid

See Pricing for the full breakdown.