No named bylines, no invented bios. These are the roles and the review process behind every page — published because the method should be auditable.
Honest note: AI Earning Lab is published without named bylines. The owner has not chosen named human authorship, so this page describes editorial roles and the review process instead of inventing people, bios, photos, or credentials.
Editorial roles
These are functions in the publishing process, not named staff profiles:
- Research. Gathers facts from official documentation, terms pages, and independent secondary sources. Every factual claim is traced to a source.
- Review. Checks the draft against the evaluation criteria, flags hype and unverified claims, and enforces the no-invent rules: no fabricated people, results, screenshots, data, or statistics.
- Publishing. Formats the page, applies structured data and accessibility checks, and records the dateModified audit trail before anything goes live.
The review process
- Research the use case and the tool's official sources.
- Draft against the criteria in our methodology, stating limits next to strengths.
- Claim check: every factual statement must trace to a source; anything that can't be sourced is cut or hedged.
- Honesty pass: no invented data, no fake winners, no borrowed authority.
- Schema and accessibility check: structured data must match visible copy; tables, forms, and navigation must work with assistive technology.
- Publish with a datePublished and dateModified record.
What we never publish
Invented authors or credentials, testimonials we did not receive, test results we did not measure, screenshots we did not capture, income figures we did not verify, and partnerships that do not exist.
Corrections and contact
Found an error or an outdated fact? See our correction policy and use the contact page — include the page URL and exactly what's wrong.