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StudyScout

Editorial Policy

What this directory is

StudyScout is a directory of public exam-prep and professional-certification study communities on Discord, Telegram and WhatsApp. Listings are organized by exam and certification (SAT, IELTS, USMLE, CFA, AWS, PMP, and others), exam family, target market and study type. Every listing is a pointer to a community run by someone else — inclusion is discovery, not endorsement.

Where listings come from

  • Public discovery. Automated discovery searches publicly indexed sources for exam-focused community invite URLs. Only public information is used — we never join groups, scrape member data or read private content.
  • Submissions. Anyone can submit a public study community via the submit form. Submissions are reviewed manually before publication.
  • Manual curation. Maintainers may add listings directly with documented sources.

The role of AI and search providers

AI (Gemini) helps generate discovery queries, classify candidate listings, suggest exams and families, and summarize public evidence. Search providers surface candidate pages. Neither AI nor a search provider can independently establish truth — AI output is a hypothesis, not a fact.

  • Real URLs are required. A listing is only created when a real, publicly reachable invite URL exists and is recorded. AI never invents URLs, member counts, exam claims or descriptions.
  • AI never decides publication. New discoveries go to a pending queue for human review before anything is published.
  • AI never scores or rates. It does not rank communities, compute “trust scores” or generate reviews.

Platform validation

Each listing records the platform the community actually lives on. Where the platform offers a public, official way to confirm a community exists — such as Discord's public invite API, which returns a guild ID — we use it. Guild or group IDs are recorded only from real API responses, never inferred. This lets us dedupe listings that share one community across different invite codes.

Exam classification

Listings are tagged with exams and certification bodies (e.g. USMLE, NCLEX, CFA, CompTIA Security+, CCNA, PMP) only when the community's own public materials support the claim — its title, description, pinned content or official links. Classifications follow the configured exam registry and exam-family taxonomy:

  • An exam tag requires evidence; we never guess from a name alone.
  • Families (College Admissions, English Proficiency, Medical & Healthcare, Cloud Certifications, …) are assigned from the community's primary exam focus.
  • Target markets (US, UK, CA, AU, NZ, IE, Global English) are recorded only with evidence or config-justified defaults, never assumed.
  • Communities without a single exam focus are listed under General Study Communities rather than being force-tagged.

Source verification

Every listing stores its source URLs and verification state. Factual fields — member counts, dates, certification providers, study types — require real sources when possible. If a field cannot be confirmed, it is left unknown or empty rather than invented. See How We Verify for the exact meaning of each status.

Risk filtering

Candidates are screened for signs of harm before publication:

  • Exam leaks and dumps. Communities that openly trade leaked exam content or “verified dumps” are not listed. Promotion of stolen exam material is a disqualifying risk, not a feature.
  • Credential fraud. Proxy-testing services, score-fixing offers and certificate mills are not listed.
  • Scam indicators. Pay-to-join schemes, unverifiable “guaranteed pass” claims, and impersonation of exam bodies are treated as red flags.
  • Listings may carry internal safetyFlags (e.g. potential-risk-language) that inform review without us declaring the community a scam.

Passing this filter means no obvious disqualifying risk was found — it is not a safety certification.

Manual moderation

Every listing is reviewed by a human before publication: the invite URL is checked, the platform is confirmed, the exam claims are compared against public evidence, and the description is written as a concise factual summary. Moderation decisions are made against the rules in this policy, not against any paid or promotional interest.

Corrections

Corrections are accepted via the report form or contact page. We review them against evidence and update listings when justified. We do not publish unverified corrections as fact.

Removal requests

Listings can be removed for: confirmed illegality, clear fraud, exam-content trading, spam, or at the verified request of a community owner (owner-confirmed). Removal requests are handled by a human. We prefer marking listings unavailable over silently deleting indexed URLs — dead or removed listings keep their detail page with an explanatory note where useful, then can be archived later.

Dead-link handling

Repeated strong failures move a link to dead. We don't delete a listing after one failed request, and bot-blocking or region blocks are never treated as evidence of death.

Content copying

We do not republish full third-party content. Descriptions are concise, factual summaries based on public evidence. Exam names and certification trademarks belong to their respective owners and are used only to identify the focus of a community.

Advertising and sponsors

If advertising or sponsored listings are introduced later, they will be clearly labeled and never prioritized by payment in the organic listings.