audience-research

1# Audience Research
2 
3## Overview
4 
5Evaluate 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.
6 
7## When to Use
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9Use this skill when the user asks to:
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11- check if a creator's audience fits a market
12- compare audience fit across creators
13- find US-heavy, country-specific, or niche-specific creators
14- evaluate sponsorship/influencer opportunities
15- understand who appears to engage with an account
16 
17## Useful Sources
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19- `/v1/tiktok/user/audience`
20- `/v1/tiktok/profile/region`
21- profile endpoints across platforms
22- follower/following endpoints where available
23- comments on recent posts
24- link-in-bio pages and creator shops for niche signals
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26## Workflow
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281. Pull profile and available audience/demographic data.
292. Pull recent content and comments if audience intent matters.
303. Extract region, language, niche, product/category, and community signals.
314. Score audience fit against the user's target market.
325. Label confidence based on the strength of public data.
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34## Output Format
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36```markdown
37# Audience Research: {creator}
38 
39## Fit Summary
40- Target market:
41- Fit score: High/Medium/Low
42- Confidence: High/Medium/Low
43 
44## Evidence
45| Signal | Evidence | Source |
46|---|---|---|
47 
48## Audience Notes
49- Geography:
50- Language:
51- Niche/content fit:
52- Comment quality:
53 
54## Sponsorship Recommendation
55…