CrawlDex
Preflight detail

wyzant.com

education.book_tutor

degraded recipe://wyzant.com/education.book_tutor/public-preflight-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.
82AES
82% outcome rate
Evidence and trust

low trust

32%
basisBased on 3 evidence samples from catalog reporters.3
sourceSources: public web observation.
nextTreat this as directional until trusted canaries or operator reports arrive.
Confidence low 31%
Evidence 3 public web observation
Freshness 0d fresh
Blockers 1 known friction
Recipe

Browse tutors by subject/price/rating (public) -> message/book -> pay; booking and messaging require an account.

active
recipe://wyzant.com/education.book_tutor/public-preflight-v1
  1. Open the documented public path for Wyzant: Browse tutors by subject/price/rating (public) -> message/book -> pay; booking and messaging require an account. Public source or help surface is visible.
  2. Check the listed blockers and policy constraints before entering account, payment, booking, or cancellation state. login_required, policy_parseable
  3. Stop before any irreversible or user-sensitive action and ask for explicit approval. User approval is captured before final action.
Human approval
Keep the user present for authentication. Do not request, store, or replay credentials or one-time codes.
Do not cross
  • Keep the user present for any login, identity verification, or payment step.
  • Respect academic-integrity policies; never complete graded work or assessments on a student's behalf.
  • Tutoring must support learning, not complete graded work.
  • Provide informational workflow guidance only, not education or admissions advice.
Success signals
  • Tutor shortlist by subject
  • Booking/lesson confirmation
Dimension scores

Why the route scores this way

reachability 70
navigability 82
task completability 82
transactability 82
recoverability 82
policy parseability 82
trust safety 82
efficiency 82
Issue flags

Known blockers

login_required
Policy notes
public pathBrowse tutors by subject/price/rating (public) -> message/book -> pay; booking and messaging require an account.
task familybook
seo angleFinding a Tutor on Wyzant: Browse vs Book
confidence noteTutor listings are public; booking is account-gated.
launch setfirst 300 public preflight
Recommended actions

Remediation queue

  • mediumagent
    Keep the user present for any login, identity verification, or payment step. Keeps the agent inside documented, reversible, user-approved boundaries.
Agent handoff

Copy this into an agent runbook

education.book_tutor
Before attempting education.book_tutor on wyzant.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":"wyzant.com","task":"education.book_tutor","agent_profile":{"stack":"browser-use","browser_runtime":"playwright"}}'
Preflight contract 
{
  "site": "wyzant.com",
  "task": "education.book_tutor",
  "agent_profile": {
    "stack": "browser-use",
    "browser_runtime": "playwright"
  }
}