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Using the site and tools

You can read the research, use the free tools and connect the MCP servers (including the AI Recommends Checker in ChatGPT, Claude or other AI clients) at no cost and without an account. Do not use them to break the law, to overload or attack the service, or to misrepresent the results.

Research and datasets

Datasets published on this site, such as the October 2026 AI recommends dataset, are licensed under CC BY 4.0. You may reuse them with credit to Shruti Kaushik and a link to the source page. Each dataset is a dated snapshot: AI answers change, and a later search can name different companies.

No guarantees

The site, tools, datasets and MCP servers are provided as they are, without warranties of any kind. They are information, not professional, legal or financial advice. To the extent the law allows, Shruti Kaushik is not liable for losses arising from their use. A tool or server may change or be withdrawn at any time.

Third-party names

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Contact

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