Blocker report
Which websites block AI agents with retention or cancellation friction?
The task is slowed by confusing retention prompts, repeated confirmations, or unclear final-state language.
Coverage
More data needed- 4
- affected site-tasks
- 13
- observations
Last verified Jul 8, 2026. Based on 13 observations.
What site owners can do instead
Use direct cancellation language, state the final access date, and preserve a clear confirmation screen.
What agent builders should expect
Require user approval for irreversible cancellation clicks and capture the final confirmation text.
Evidence-linked site-tasks
Affected websites and tasks
| Site-task | AES | Confidence | Last verified | Evidence |
|---|---|---|---|---|
| Demo Subscriptions Crawldex subscriptions.cancel evidence page subscriptions.cancel | 63 | Low confidence, 3 observations | Jul 8, 2026 | recipe://demo-subscriptions.crawldex.com/subscriptions.cancel/v1 |
| Adobe subscriptions.cancel evidence page subscriptions.cancel | 66 | Low confidence, 3 observations | Jul 8, 2026 | recipe://subscriptions.cancel/adobe-cancel-plan/v1 |
| Babbel education.cancel_subscription evidence page education.cancel_subscription | 70 | Low confidence, 3 observations | Jul 8, 2026 | recipe://babbel.com/education.cancel_subscription/public-preflight-v1 |
| Duolingo education.cancel_subscription evidence page education.cancel_subscription | 74 | Low confidence, 4 observations | Jul 8, 2026 | recipe://duolingo.com/education.cancel_subscription/public-preflight-v1 |