Restaurants & food
The question set: "best dim sum in [city]", "authentic Sichuan near me", dietary specifics ("vegetarian Chinese options"), group dining, hours on holidays. Win it with: a text-readable menu (not just PDF photos), GBP Q&A seeded with dietary/parking/reservation answers, dish-specific answer blocks ("our xiaolongbao are made fresh daily, pork and soup-filled"), and review cadence. Authenticity questions ("is it authentic") are answered by specifics, not claims.
Clinics & health services
The question set: credentials, languages spoken, insurance accepted, booking process. Publish practitioner credentials as quotable facts (license numbers where public, training, years), the language-capability line everywhere (it's a top-3 query pattern for Chinese-speaking patients), and insurance/payment specifics. YMYL caution applies: no outcome claims, no invented endorsements — credential clarity only.
Specialty retail
Asian groceries, tea shops, herb stores: the winning questions are inventory and provenance ("where to buy [specific product] in [city]", "does [shop] carry [brand]"). Publish searchable inventory highlights and provenance facts; engines answer "where can I find X locally" from whoever states they stock X.
Professional services
Accountants, immigration consultants, realtors serving bilingual clients: the differentiator is bilingual trust — credentials in the local system (CPA, bar admission, license numbers) plus demonstrated Chinese-language capability. Publish both explicitly. Comparison queries ("Chinese-speaking CPA in [city]") are low-competition citation openings.
Import-export & wholesale
You are the bridge; make both ends visible. Overseas buyers ask AI about reliability (see the manufacturing playbook); Chinese suppliers find you through the Chinese web. The entity must be consistent across both — company registration in both jurisdictions stated precisely, and the bridge role stated as fact, not slogan.