AI-SEARCH ACCURACY CHECKLIST

1. Choose a short list of real buyer questions, including fit, comparison, location, and service questions.
2. Run the same questions across the AI-search platforms your buyers may use.
3. For every check, record the platform, exact question, answer, date, and any relevant account, location, or product settings.
4. Save every cited source and note which claim or recommendation it appears to support.
5. Check names, services, locations, leadership, and other claims against current first-party information.
6. Look for outdated or conflicting listings, profiles, directories, and third-party descriptions.
7. Repeat the review over time and log changes rather than treating one response as a stable ranking.

AI answers vary by platform, context, and date. No checklist produces consistent or guaranteed visibility, citations, or business results.