Trust
PolicyEditorial policy
Independence, evidence, and clear labels over hype.
AIUncovers publishes product discovery content for people choosing AI software. This policy explains how we research, label, and correct work.
Independence
Commercial relationships never purchase a review score, a hidden ranking boost, or the right to suppress limitations. Sponsored content is labeled. Founders may correct facts; they may not dictate conclusions.
Verification labels
Questions
Need a clarification or correction?
Email us or use the contact form—we treat accuracy and disclosure seriously.
- Hands-on TestedWe used the product on documented tasks and may publish a score.
- Founder VerifiedKey facts confirmed with the company.
- Editorially ResearchedBased on public sources and editorial judgment without hands-on testing.
- Sponsored LaunchPaid package with transparent disclosure.
- UnverifiedListed with limited validation; treat claims cautiously.
Sourcing
We prefer primary sources: product sites, pricing pages, documentation, and founder statements. When we rely on secondary coverage, we try to corroborate. Source lists appear on major profiles and stories when material claims are made.
Scores
Numeric scores are only published for hands-on tested products using a documented breakdown. Absence of a score is not a negative ranking—it usually means we have not tested yet.
Corrections
Factual errors are corrected when substantiated. See the corrections policy. Material updates are reflected in the updated date on the page.
Conflicts
If a writer has a material conflict with a product, that conflict is disclosed or the work is reassigned. Affiliate links are disclosed on the page and in the affiliate disclosure.