AI Transparency | Pet Product Compass

Pet Product Compass may use software and AI-assisted tools to organize product records, compare source notes, check links, and help structure editorial drafts. These tools do not create permission to invent product facts, hands-on experience, ratings, prices, or performance results.

What remains source-led

Product identity, specifications, images, merchant links, and dated availability information must come from the recorded manufacturer, merchant, or approved affiliate-program sources shown on each page. Unverified information stays out of published claims.

What remains an editorial decision

Product fit, tradeoffs, skip conditions, page scope, and publication approval remain editorial responsibilities. Automated output is reviewed against the site's evidence and content contracts before release.

No simulated testing

The current automatic-feeder coverage is research-led. We do not describe these products as personally tested, and we do not turn manufacturer specifications into claims about reliability or individual results.