Trust & Transparency
Verification Methodology & Editorial Policy
How Every AI Finder checks tool information, labels evidence, uses automation, and handles sponsorships and corrections.
Last updated: August 10, 2026
What Our Verification Labels Mean
Hands-on tested
Used only when the tested plan, date, scope, reviewer, and result summary are recorded. It does not imply that features outside the documented scope were tested.
Official info checked
An editor checked the official site, product category, publicly described core features, pricing model, and availability. It does not mean every feature or plan was purchased and tested.
Update needed
Important details may be outdated or conflicting and await another check. Confirm official sources before making a purchase decision.
AI-curated entry
Public information was organized with automated assistance. It is not presented as personal hands-on experience; confirm pricing, limits, and licenses on the official site.
What We List
A verification label only ever applies to an entry we accepted, so we also publish what enters the catalog and what does not. In particular, we do not attach a verification label to a product whose output cannot be checked, and we do not list such products. Read our listing policy.
Legacy Catalog Score Policy
Numbers previously used in the catalog were not user-vote averages, hands-on test scores, or results of a published fixed formula, so they have been removed from public display and public ordering.
The legacy field is retained internally only for data compatibility and rollback. Any future score will be accompanied by its evidence, formula, evaluation date, and scope.
Sources and Updates
We prioritize official product pages, pricing pages, terms, license documents, and company announcements. Third-party reporting and user feedback are supporting sources. A checked date reflects what was public on that date and does not guarantee that it has not changed.
Editorial Independence and Affiliates
Sponsored placements and affiliate links are clearly labeled. Payment or an affiliate relationship does not change verification status, catalog eligibility, or independent list ordering. Read our affiliate disclosure.
AI and Automated Assistance
We may use AI and automation to organize the catalog, draft translations, normalize formatting, and detect duplicates. Automated copy is not presented as personal hands-on experience, and readers should verify important purchase details with official sources.
Corrections and Appeals
If you find incorrect pricing, features, service status, ownership, or links, send the tool name, page URL, and an official source through our contact page. We review the evidence and make corrections when warranted.