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AI Usage Disclosure

Last updated July 31, 2026

Where automation and AI are used

Automation and AI tools assist with organizing product data, drafting page copy and generated content (including comparison summaries and FAQ answers), validating entries against our data schema, and general site maintenance.

The sourcing standard doesn't change

Whether a step was automated or not, factual product information is expected to be based on the official sources cited on each page — see our Sources Policy. Automation is used to apply that standard consistently across many pages, not to replace it.

We don't claim full human review of every fact

To be direct about this: we do not claim that every individual fact on every page of Miloosh has been manually re-verified by a human after being drafted. Content is AI-assisted and directed by the site's operator, not independently fact-checked line by line for every entry.

Verify critical facts yourself

Before making a decision that matters — especially a purchase — independently verify the facts that matter most to you directly on the vendor's own site. See our Disclaimer for more on this.

Contact

Questions about this disclosure? Reach us at hello@miloosh.app or via the contact page.