CrawlDex
Category task hub

Education lookup tasks for AI agents

Public preflight hub for education lookup tasks, including blockers, guardrails, success signals, and source-backed agent safety notes.

Submit an observation Open live board
Indexable / evidence gate

Evidence floor met

This page has sufficient public evidence context for discovery.
Rows13300 row launch set
Categoryeducationgrowth-plan priority
Task familylookuppublic preflight
Sources25official/public URLs
Public preflight rows

Sites and task constraints

index,follow
SiteTaskPublic pathBlockersSources
khanacademy.org
Khan Academy
 education.find_free_course
Khan Academy: Free Learning Paths an Agent Can Map
 Browse subjects and lessons free without an account; saving progress requires a free login. Fully public content for discovery.
policy_parseable
 2
fastweb.com
Fastweb
 education.search_scholarships
Fastweb Scholarship Search: Free Matches and Scam Avoidance
 Scholarship and aid articles are public; the personalized matching database requires a free profile/account.
login_requiredpolicy_parseable
 2
ratemyprofessors.com
Rate My Professors
 education.research_professor
Reading Rate My Professors Reviews Critically
 Search schools and professors for public ratings/reviews; viewing is public. Posting a rating is a mutating action.
policy_parseable
 1
powerschool.com
PowerSchool
 education.access_student_information
PowerSchool Parent Portal: What an Agent Can Help With
 Public product/help pages document the K-12 SIS and parent/student portal (grades, attendance); the portal itself is district-gated.
login_requiredpolicy_parseable
 2
princetonreview.com
The Princeton Review
 education.test_prep_and_rankings
Princeton Review Rankings and Test Prep Overview
 Public college rankings, test info, and free resources; courses/tutoring are paid and account-gated.
login_requiredpolicy_parseable
 2
harvard.edu
Harvard University
 education.find_admissions_info
Harvard Admissions Requirements at a Glance
 Public admissions pages document requirements, deadlines, and aid; applying routes to Common App/Coalition. Registrar pages cover transcripts/enrollment. No login for info.
policy_parseable
 2
stanford.edu
Stanford University
 education.find_admissions_info
Stanford Admissions: What to Know
 Public admissions pages document requirements, deadlines, and aid; applying via Common App/Coalition. No login for info.
policy_parseable
 2
mit.edu
Massachusetts Institute of Technology
 education.find_admissions_and_ocw
MIT OpenCourseWare and Registrar Info for Learners
 Public registrar pages cover transcripts/registration policy; MIT OpenCourseWare offers free course materials. MIT admissions has its own portal. No login for info.
policy_parseable
 2
berkeley.edu
UC Berkeley
 education.find_admissions_info
UC Berkeley Admissions and Registrar Basics
 Public admissions and registrar pages cover requirements, deadlines, transcripts; applying via the UC Application. No login for info.
policy_parseable
 2
utexas.edu
University of Texas at Austin
 education.find_admissions_info
UT Austin Admissions and Registrar Basics
 Public admissions and registrar pages cover requirements, deadlines, transcripts; applying via ApplyTexas/Common App. No login for info.
policy_parseable
 2
cornell.edu
Cornell University
 education.find_admissions_info
Cornell Admissions Overview
 Public admissions and registrar pages cover requirements, deadlines, transcripts; applying via Common App. No login for info.
policy_parseable
 2
yale.edu
Yale University
 education.find_admissions_info
Yale Admissions Overview
 Public admissions and registrar pages cover requirements, deadlines, transcripts; applying via Common App/Coalition/QuestBridge. No login for info.
policy_parseable
 2
princeton.edu
Princeton University
 education.find_admissions_info
Princeton Admissions Overview
 Public admissions and registrar pages cover requirements, deadlines, aid, transcripts; applying via Common App/Coalition/QuestBridge. No login for info.
policy_parseable
 2
Evidence

Basis and source tiers

26
source tierspublic_web_observation
latesttop100-education-4-khanacademy.org
notesSelected from the first-300 CrawlDex public-preflight launch corpus.
Quality

Confidence and freshness

64%
confidenceConfidence is derived from selected public-preflight rows with live public source URLs and launch-category gating.medium
freshnessLaunch corpus source URLs were validated for the first public growth launch.fresh
trustPublic-web launch rows are low-trust directional evidence until measured agent runs or verified canaries arrive.32%
Indexation guardrail

Allowed for indexing

index,follow
Evidence gate passed.