1. Editorial Purpose
Our goal is to make AI-tool discovery clearer and more useful. We organize information so visitors can compare options, understand intended use cases, and reach the provider’s official website.
2. How Tools Enter the Directory
Tools may be discovered through public research, provider submissions, user suggestions, product announcements, or editorial monitoring. Inclusion is not an endorsement and does not guarantee permanent placement.
3. What We Review
- Whether the official website appears accessible and relevant to the listing.
- The tool’s main purpose, category, supported workflow, and intended audience.
- Publicly available pricing or free-plan information when reasonably verifiable.
- Clarity of the provider’s claims and whether the listing contains obvious duplication or misleading information.
- Signals of abandonment, harmful behavior, impersonation, or unresolved technical problems.
4. Ratings and Comparisons
Ratings may reflect user reviews, editorial signals, or a combination of factors. They are opinions and discovery aids, not guarantees. Tools change quickly, and a rating or comparison may not reflect every later product update.
5. Sponsored Content
Commercial relationships are disclosed and do not guarantee favorable editorial treatment. See our Affiliate & Sponsored Content Disclosure.
6. AI-Assisted Work
We may use automation or AI-assisted processes to organize, summarize, translate, detect duplicates, or flag listings for review. These processes can make mistakes. Important editorial decisions may include human review, and visitors should verify critical details with the provider.
7. Updates, Corrections, and Removals
We periodically update listings and may correct, merge, reclassify, archive, or remove them. Providers and users can report inaccurate information, broken links, ownership issues, or safety concerns through our Contact page.
8. Independence and Conflicts
Editors and contributors should avoid undisclosed conflicts of interest. When a meaningful relationship could affect how content is perceived, we aim to disclose it clearly.