Category task hub

Education billing tasks for AI agents

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

Indexable / evidence gate

Evidence floor met

This page has sufficient public evidence context for discovery.

Rows5300 row launch set

Categoryeducationgrowth-plan priority

Task familybillingpublic preflight

Sources8official/public URLs

Public preflight rows

index,follow

Site	Task	Public path	Blockers	Sources
codecademy.com Codecademy	education.manage_pro_subscription Codecademy Pro: Managing Billing and Cancellation	Free catalog browsable; Pro features and cancellation managed in account settings. Requires login for billing.	login_requiredpolicy_parseable	2
pluralsight.com Pluralsight	education.manage_subscription Pluralsight Subscription Management Basics	Public course library and pricing; subscription management and cancellation in account settings. Requires login for billing.	login_requiredpolicy_parseable	2
salliemae.com Sallie Mae	education.private_student_loan Private Student Loans at Sallie Mae: What to Know First	Public product pages document private student loans and rates; applying and account servicing require login and credit checks.	login_requiredpolicy_parseable	2
nelnet.com Nelnet	education.manage_loan_servicing Understanding Your Nelnet Student Loan Servicing	Public pages explain federal loan servicing (payments, plans, forgiveness); account actions require login and identity verification.	login_requiredpolicy_parseable	1
mohela.com MOHELA	education.manage_loan_servicing MOHELA Servicing and PSLF: The Public Basics	Public pages explain federal loan servicing and programs (e.g., PSLF); account actions require login and identity verification.	login_requiredpolicy_parseable	1

Evidence

source tierspublic_web_observation

latesttop100-education-19-codecademy.com

notesSelected from the first-300 CrawlDex public-preflight launch corpus.

Quality

48%

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

index,follow

Evidence gate passed.