Use when the user wants to evaluate a creator, influencer, or brand audience using public profile signals, TikTok audience demographics, follower/following data, comments, geography, language, and content fit. Helps judge sponsorship and market fit.

Audience Research Overview Evaluate whether a creator or social account reaches the right audience. This skill combines available public profile metrics, TikTok audience demographics, regional signals, follower/following data when available, comments, language, and content topics. When to Use Use this skill when the user asks to: check if a creator's audience fits a market compare audience fit across creators find US heavy, country specific, or niche specific creators evaluate sponsorship/influencer opportunities understand who appears to engage with an account Useful Sources /v1/tiktok/user/audience /v1/tiktok/profile/region profile endpoints across platforms follower/following endpoints where available comments on recent posts link in bio pages and creator shops for niche signals Workflow 1. Pull profile and available audience/demographic data. 2. Pull recent content and comments if audience intent matters. 3. Extract region, language, niche, product/category, and community signals. 4. Score audience fit against the user's target market. 5. Label confidence based on the strength of public data. Output Format Common Pitfalls Do not infer exact demographics from vibes. Use available evidence and label assumptions. Do not overpromise audience details for platforms that do not expose them publicly. Do not ignore mismatch between creator location and audience location.

audience-research