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© 2026, AIDIRECTORY. All rights reserved.

AIDIRECTORY is a discovery platform that aggregates information about AI tools and software from publicly available sources. All tool listings, descriptions, and comparisons are for informational purposes only and do not constitute endorsement or recommendation.

References made to third-party names, logos, and trademarks on this website are to identify corresponding products. Unless otherwise specified, the trademark holders are not affiliated with AIDIRECTORY, our products, or website, and they do not sponsor or endorse AIDIRECTORY services. Such references are included strictly as nominative fair use under applicable trademark law and remain fully the property of their respective trademark holders.

/Docs/How Verification Works

How Verification Works

What the verified badge means, how tools earn it, and what it does and doesn't guarantee.

Overview

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 It's our way of signaling trust - so users know the listing isn't outdated, misleading, or entirely made up.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.

How a Product Gets Verified

There are several ways a product can earn the verified badge:

1. Owner Confirmation

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.

2. High Listing Accuracy Score

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.

3. Popular and Well-Known Products

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.

What Verified Does NOT Mean

  • It does not mean we endorse or recommend the product.
  • It does not guarantee the product is good, reliable, or worth paying for.
  • It does not mean the product has been personally tested by our team.
  • It simply means: the listing information is accurate to the best of our knowledge.

Can Verification Be Lost?

Yes. A listing can lose its verified status if:

  • The product website goes offline or changes significantly without the listing being updated.
  • A user reports inaccurate information and our review confirms it.
  • The listing accuracy score drops below the threshold on a subsequent check.
  • The owner's claim is revoked or the associated account is deleted.

Summary

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.

OverviewHow a Product Gets Verified1. Owner Confirmation2. High Listing Accuracy Score3. Popular and Well-Known ProductsWhat Verified Does NOT MeanCan Verification Be Lost?Summary
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