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Yes, with a human handoff

Can an AI agent book Tutor on Wyzant?

As of Jul 29, 2026, CrawlDex verdict for wyzant.com/education.book_tutor is Yes, with a human handoff (n=3).

Yes, with a human handoff - as of Jul 29, 2026, CrawlDex evidence shows that AI agents can book Tutor on Wyzant with a human handoff. 82% task outcome signal across 3 observations; leading observed condition: Login Required.

Last verified Jul 29, 2026Based on 3 observationsMain blocker: Login Required

AES

82

82% outcome signal

82
Success 19%Handoff 48%Partial 15%Blocked 18%

What happens when an agent tries

Agent path for book Tutor

CrawlDex currently marks this route as degraded. Agents should treat the route as a measured website task, verify the current page state, and stop before irreversible user actions unless the human has approved them.

Recipe signal: recipe://wyzant.com/education.book_tutor/public-preflight-v1

Agent notes

Preflight notes for Wyzant

  • Wyzant book Tutor currently reports yes, with a human handoff with 3 observations and low confidence.
  • The main observed blocker is Login Required; keep the human available before login, payment, identity, or final-submission steps.
  • Use this as a preflight signal, then compare the ranking and same-task links below before choosing whether to send a browser agent.
  • Because the evidence count is still small, treat the result as directional until fresh agent reports raise confidence.

What blocks agents

Observed friction

Login Required

Human handoff

What a human must still do

This route has authentication, payment, user-presence, or handoff friction. Keep the human available for identity checks, account decisions, price confirmation, and any final submission.

Evidence

Observation basis

Based on

3

observations

Confidence

low

Confidence reflects 1.05 effective weight, Wilson bounds 0.145518-0.991861, and Beta posterior mean 0.610164.

Freshness

fresh

Latest evidence is 0 days old.

Route key: wyzant.com / education.book_tutor

Agent Trust Record

Get this as a Trust Record

Use the citable ATR before an agent attempts this public website task. It includes verdict, confidence, blockers, user-presence rules, evidence links, and the correction path.

curl -s https://crawldex.com/api/v1/trust-record/wyzant.com/education.book_tutor
Record pageMarkdownATR atr_2d7df7a3568cf86e
For agent buildersPreflight before acting
curl -X POST https://crawldex.com/api/v1/preflight \
  -H 'content-type: application/json' \
  -d '{"site":"wyzant.com","task":"education.book_tutor"}'
Developer hubMCP endpoint

Lattice links

Related CrawlDex paths

Blocker pages

Websites with Login Required friction

Same task on other sites

Varsitytutors book Tutor reportAES 79

More Education agent reports

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Source: CrawlDex, 3 observations, July 2026 — https://crawldex.com/sites/wyzant.com/education.book_tutor

Negative or friction claim

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