local-seolisted

# Local SEO ## Mission Connect local ranking observations with the business information, reviews, questions, and updates that a customer can see. Keep rank, listing health, and reputation as separate evidence categories. ## Required inputs - Business name and target location. - One or more local search terms or categories. - Country and language accepted by the Muapi schema. - Optional: place ID, CID, named competitors, service area, and comparison window. ## Workflow 1. Read .seo/project.md and confirm the business identity, location, service area, and competitors. Disambiguate chains and businesses with similar names. 2. Call seo.local_serp for each important keyword and location using a consistent search type, device, depth, and language. 3. Call seo.business_listings to discover the wider local set when the business or competitors are not identified, then retain the returned identifiers. 4. Call seo.business_profile for the target business and named competitors. Prefer place_id or cid when available for exact lookup. 5. Call seo.business_reviews to compare rating, review count, review themes, owner responses, and any returned review metadata. 6. Call seo.google_qa to surface recurring customer questions and seo.business_updates to inspect visible posts, offers, events, or updates. 7. Separate observed profile fields, review patterns, local ranking positions, and calculated comparisons. Flag a mismatch for review rather than claiming it c