CrawlDex
Preflight detail

demo-subscriptions.crawldex.com

subscriptions.cancel

degraded recipe://demo-subscriptions.crawldex.com/subscriptions.cancel/v1
Hold / Collect evidence first

Do not trust this route yet

The current evidence set is too thin for a confident agent decision.

Next: Run a canary or submit a trusted outcome before allowing an agent to attempt this unsupervised.
63AES
63% outcome rate
Evidence and trust

low trust

15%
basisBased on 3 evidence samples from catalog reporters.3
sourceSources: seeded example.
nextTreat this as directional until trusted canaries or operator reports arrive.
Confidence low 22%
Evidence 3 seeded example
Freshness 0d fresh
Blockers 3 known friction
Recipe

Navigate account settings, preserve evidence of the retention wall, and keep a user available.

active
recipe://demo-subscriptions.crawldex.com/subscriptions.cancel/v1
  1. Authenticate with the user present and open billing settings. Account and plan identifiers are visible.
  2. Choose cancel plan and capture every retention offer screen before declining. Retention offer text and selected action are captured.
  3. If chat handoff appears, summarize the desired cancellation in one sentence and wait. Chat transcript or support case identifier is captured.
Dimension scores

Why the route scores this way

reachability 51
navigability 51
task completability 51
transactability 63
recoverability 51
policy parseability 63
trust safety 63
efficiency 51
Issue flags

Known blockers

login_requireddark_pattern_cancelhuman_handoff_required
Policy notes
cancellation policyparseable
confirmation emailmissing in one seed run
human handoffchat required for final offer decline
Recommended actions

Remediation queue

  • highagent
    Run in user-present mode and capture retention-wall evidence. Reduces failed autonomous loops and preserves proof of user intent.
  • mediummerchant
    Expose a direct cancellation endpoint with durable confirmation. Improves task completability and reduces support handoffs.
  • mediumagent
    Capture handoff evidence and pause before accepting retention offers. Keeps user intent explicit during adversarial cancellation flows.
Agent handoff

Copy this into an agent runbook

subscriptions.cancel
Before attempting subscriptions.cancel on demo-subscriptions.crawldex.com, check CrawlDex. Current verdict: Collect evidence first. Run a canary or submit a trusted outcome before allowing an agent to attempt this unsupervised.
curl -sS -X POST /api/v1/preflight \
  -H 'content-type: application/json' \
  -d '{"site":"demo-subscriptions.crawldex.com","task":"subscriptions.cancel","agent_profile":{"stack":"browser-use","browser_runtime":"playwright"}}'
Preflight contract 
{
  "site": "demo-subscriptions.crawldex.com",
  "task": "subscriptions.cancel",
  "agent_profile": {
    "stack": "browser-use",
    "browser_runtime": "playwright"
  }
}