The Airport Security Line: Tearing Down a Checkout Flow
Objective: Given a synthetic 6-step checkout flow specimen with per-step drop-off data, identify every friction defect and map each to a specific fix, using the lesson's decision tree.
You're the CRO lead at ThredUp reviewing why the resale checkout flow loses 70% of carts. You have a step-by-step flow specimen with drop-off percentages at each node.
Walk the flow node by node. For each drop-off point, name the defect, its severity, and the specific fix from the lesson's playbook.
Before you start
What you'll need
Free path (everything below is enough to finish)
Simple structured output that hands off cleanly to a dev ticket queue
Paid upgrades (optional, faster/deeper)
Confirms the teardown's guesses against real visitor behavior before engineering time is spent
No access? GA4 funnel exploration can substitute for confirming step-by-step drop-off rates
Replaces the synthetic specimen's numbers with the store's actual funnel data
No access? Use the specimen's provided percentages if GA4 access isn't available
The process
Specimens to review
This flow loses 64% of visitors between cart and confirmation. Identify the defect at each drop-off node and the specific fix.
ThredUp Checkout Flow (specimen, synthetic) Step 1: View Cart (100 visitors) Step 2: Click 'Checkout' (70 continue, 30% exit, no shipping cost shown yet) Step 3: Create Account screen, required, no guest option (52 continue, 25.7% exit) Step 4: Shipping cost revealed for the first time ($8.99, surprise) (44 continue, 15.4% exit) Step 5: Payment page, credit card only, no PayPal or digital wallet (39 continue, 11.4% exit) Step 6: Order confirmed (36 complete)
Specimen: synthetic, realistic
Final deliverable
A defect log mapping each drop-off node to a severity rating and a specific, actionable fix, ordered by exit-rate size.
See a reference example
Chewy Checkout Teardown (excerpt) CRITICAL: Shipping cost hidden until page 3, move to cart page CRITICAL: Account creation forced, add guest checkout as default MODERATE: No PayPal option, add express payment methods
Success criteria
You're done when you can:
- Correctly ranks the shipping-cost reveal and forced account creation as the two most critical defects
- Every flagged defect has one specific, testable fix
- Does not flag Step 6 (order confirmation) or the payment step's existence as defects