Effect snapshot
| Intervention | Add a visible multi-step progress indicator to checkout |
| Outcome | Checkout abandonment rate |
| Effect | 8–15 percent relative decrease |
| Confidence | ab_test |
| Context | Multi-step e-commerce checkout, 4+ steps, 2022–2025 |
Sources
What changes
Checkout progress indicators are commonly cited for an 8–15% relative reduction in abandonment on multi-step flows.
When this tends to work
- Conditions similar to: Multi-step e-commerce checkout, 4+ steps, 2022–2025
- You can measure
Checkout abandonment ratereliably - The intervention is implemented consistently, not half-measured
When to be careful
- Your audience or product differs materially from the cited context
- Compliance costs or second-order effects outweigh the lift
- Evidence label is ab_test—treat wide ranges as planning bands, not promises
Practical takeaway
Use the cited range for prioritization and test design. Verify against your own data before scaling.