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AI ships screens faster than anyone can review them

Ship what you meant.

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Redrawn example
  1. No way to pick a day From the email field, Tab goes straight to Book demo, so without a mouse the calendar can’t be reached.As a keyboard-only user · step 4 of 6
  2. Whose 9:30 is it? The times show no time zone, so the attempt couldn’t tell when it was booking.As a visitor in Berlin · step 5 of 6
A redrawn example: an attempt books a demo on ledgerly.com by keyboard. From Work email, Tab goes straight to Book demo, past Pick a day and Pick a time.

One task, from the question to the recheck.

  1. What do I ask it to check?

    A task, and how you’d know it worked. On Ledgerly: book a demo, and it worked when the demo is booked for the time the person meant.

  2. Who does it work through the task as?

    The people you describe. Here a keyboard-only user and a visitor in Berlin each get their own attempt. Attempts aren’t people; they show your next study where to look.

  3. What comes back from an attempt?

    Every screen where it got stuck, kept as evidence: the step, the screen, where focus went and what a screen reader would announce.

  4. Who decides what gets fixed?

    A person decides each issue: fix it, not sure yet, or working as intended. The issues you act on become a fix brief that Claude Code, Codex or Cursor reads over the MCP server.

    Integrations

  5. How do I know the fix worked?

    After the change, a recheck runs the same task as the same people and says whether what you meant was seen.

Teams start with

  • Signup and onboarding
  • Inviting a teammate
  • Checkout and upgrades
  • Settings and billing
  • Search and filters

How it works

See an example review: inviting a teammate

Some problems don’t slow people down. They stop them.

Accessibility is checked on the same screens, in the same run, and decided in the same place.

Accessibility

Safe to point at your live product.

You set where it goes and what it may do. Everything else is off.

  • Only where you say

    It visits only the addresses you list.

  • Never pays; deletes only if you allow it

    It never sends checkout, billing or password forms, and won’t delete, cancel or revoke anything unless you allow it.

  • Passwords sealed

    Account passwords are sealed when saved and opened only to sign in.

  • Private by default

    Reviews are yours. Nothing is public unless you publish a report.

How we handle your data

Questions teams ask first.

How is this different from end-to-end tests?

A script checks that its steps still work. An attempt is given the goal, not the steps, so it finds the wrong turns, unclear labels and dead ends a script walks straight past.

Can I trust what the AI finds?

Every issue keeps its screens, the step and what a screen reader would announce, so you can check it yourself. AI proposes; a person decides each issue. Nothing closes on its own.

Is an attempt the same as research with people?

No. An attempt shows where to look. When an issue needs real people, choose Not sure yet, and it keeps the question to ask them.

Will it change data on my live site?

Only if you let it. Signed in, it may submit the forms you allow, with email addresses at your own domains only. Use a staging site if you’d rather it touched nothing real.

Does it work on pages behind a login?

Yes, with a test account or a staging site. That’s where most tasks that matter live.

Find what’s in your customers’ way.

Paste your site, pick a task, and see every screen where an attempt got stuck. You decide what gets fixed.

Observed

A reply by email about what the review will cover.

One task, reviewed free. We’ll reply by email to agree what it covers.