5
Art & Illustration4
Productivity & Workflow3
Audio & Video Production3
Design & Creative2
Software Development2
Presentations & Documents1
Search & Discovery1
Voice & Speech1
Research & Analysis1
AI Infrastructure & MLOps1
Email & Communication1
Marketing & Growth1
Operations & Admin1
A verified badge on AIDIRECTORY means we've confirmed, to a reasonable extent, that the information in a product listing is accurate. It's our way of signaling trust - so users know the listing isn't outdated, misleading, or entirely made up.
Verification is not an endorsement of quality. It simply means the facts on the page check out.
There are several ways a product can earn the verified badge:
When we reach out to a product owner to confirm the accuracy of their listing and they respond confirming it, the listing is marked as verified. This can happen when a product owner claims their listing (see How Claiming Works) - claiming proves they're associated with the product, and we treat that as implicit confirmation that the listing is accurate. Note that claiming a product does not give owners the ability to edit listing information directly; they can respond to reviews, but listing updates are handled by our QA process.
Our system evaluates every product listing using a multi-factor accuracy check. When a listing scores above 80% on the accuracy assessment, it qualifies for automatic verification.
For widely recognized products with established market presence, we may verify the listing based on publicly available information. If a product is well-documented across multiple sources and the listing information aligns with those sources, we consider it verified.
Yes. A listing can lose its verified status if:
Verification on AIDIRECTORY is about listing accuracy, not product quality. Products earn it through owner confirmation, high accuracy scores from automated checks, or established market presence. It can also be lost if the listing falls out of date.