Audience research

Skill ScrapeCreators/social-media-research-skills/skills/audience-research

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.From its SKILL.md

Install

npx -y skills add ScrapeCreators/social-media-research-skills --skill audience-research

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SKILL.md

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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

Pull profile and available audience/demographic data.
Pull recent content and comments if audience intent matters.
Extract region, language, niche, product/category, and community signals.
Score audience fit against the user's target market.
Label confidence based on the strength of public data.

Output Format

# Audience Research: {creator}

## Fit Summary
- Target market:
- Fit score: High/Medium/Low
- Confidence: High/Medium/Low

## Evidence
| Signal | Evidence | Source |
|---|---|---|

## Audience Notes
- Geography:
- Language:
- Niche/content fit:
- Comment quality:

## Sponsorship Recommendation
- Good fit / Maybe / Poor fit
- Why:

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.