Main content Back to profiles

panic.design / public report

AI-Assisted Checkout Panic Report

Foundation Models identified the same checkout recovery gap and marked the retry copy as review-needed because the artifact cannot prove preserved cart state from evidence alone.

Seeded public report report_foundationmodels_checkout_001 publicRenderable

replay

Failure timeline

Moment 1 of 3

Moment 1 of 3: Timer frames the checkout as fragile

Timer frames the checkout as fragile

The user begins payment with a visible countdown and no advance explanation of recovery.

Dimension
Time pressure
Severity
3/5
Recovery impact
The timer turns every recovery decision into a time-critical decision.

Active findings

  • Timer pressure arrives before recovery expectationsHigh confidence

    The visible countdown increases urgency before the interface explains what happens if payment fails.

  1. Priority 1Make retry the primary recovery control

    Place the retry action directly beside the payment authorization error and keep it visually dominant until recovery starts.

  2. Priority 2Confirm the cart and reservation are preserved

    Add short copy next to retry that states the cart and reservation are still held during payment recovery.

  3. Priority 3Pair timer pressure with recovery guidance

    Before payment submission, say what happens if authorization fails before the timer expires.

explicit export

Sharing manifest

This public report was prepared from an explicit export manifest. It lists the data and evidence frames included for replay.

Included data
scoretimelinefindingsdesignFixesrununcertaintySummary
Included evidence
frame_cart_timerframe_payment_errorframe_retry_path
Private evidence
No private evidence references included