Creator Audience Analyzer

Audience research

by ScrapeCreators · MIT license · ★ 2,619 on GitHub · v1.0.0 · updated Aug 26

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…

---
name: audience-research
description: 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.
allowed-tools: Bash, Read, Write, WebFetch

version: 1.0.0
author: ScrapeCreators
license: MIT
homepage: https://scrapecreators.com
repository: https://github.com/ScrapeCreators/social-media-research-skills
metadata:
  openclaw:
    requires:
      env:
        - SCRAPECREATORS_API_KEY
    primaryEnv: SCRAPECREATORS_API_KEY
    homepage: https://scrapecreators.com
    tags:

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.

Manual install (npx, ZIP)

Claude Codenpx skills add ScrapeCreators/social-media-research-skills --skill audience-research -g -a claude-code

Claude Code (degit)npx degit ScrapeCreators/social-media-research-skills/skills/audience-research#main ~/.claude/skills/audience-research

Claude.ai / desktopZip the folder and upload it under Settings → Capabilities → Skills.

Codex, Cursor, other agentsPoint them at SKILL.md. The other files are plain text.

Connects with Agent Alley MCP · agentalley.io/mcp

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Outline

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Audience Research

Overview

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.

1	---
2	name: audience-research
3	description: 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.
4	allowed-tools: Bash, Read, Write, WebFetch
5
6	version: 1.0.0
7	author: ScrapeCreators
8	license: MIT
9	homepage: https://scrapecreators.com
10	repository: https://github.com/ScrapeCreators/social-media-research-skills
11	metadata:
12	openclaw:
13	requires:
14	env:
15	- SCRAPECREATORS_API_KEY
16	primaryEnv: SCRAPECREATORS_API_KEY
17	homepage: https://scrapecreators.com
18	tags:
19	- social-media
20	- research
21	- scrapecreators
22	---
23
24	# Audience Research
25
26	## Overview
27
28	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.
29
30	## When to Use
31
32	Use this skill when the user asks to:
33
34	- check if a creator's audience fits a market
35	- compare audience fit across creators
36	- find US-heavy, country-specific, or niche-specific creators
37	- evaluate sponsorship/influencer opportunities
38	- understand who appears to engage with an account
39
40	## Useful Sources
41
42	- `/v1/tiktok/user/audience`
43	- `/v1/tiktok/profile/region`
44	- profile endpoints across platforms
45	- follower/following endpoints where available
46	- comments on recent posts
47	- link-in-bio pages and creator shops for niche signals
48
49	## Workflow
50
51	1. Pull profile and available audience/demographic data.
52	2. Pull recent content and comments if audience intent matters.
53	3. Extract region, language, niche, product/category, and community signals.
54	4. Score audience fit against the user's target market.
55	5. Label confidence based on the strength of public data.
56
57	## Output Format
58
59	```markdown
60	# Audience Research: {creator}
61
62	## Fit Summary
63	- Target market:
64	- Fit score: High/Medium/Low
65	- Confidence: High/Medium/Low
66
67	## Evidence
68	\| Signal \| Evidence \| Source \|
69	\|---\|---\|---\|
70
71	## Audience Notes
72	- Geography:
73	- Language:
74	- Niche/content fit:
75	- Comment quality:
76
77	## Sponsorship Recommendation
78	- Good fit / Maybe / Poor fit
79	- Why:
80	```
81
82	## Common Pitfalls
83
84	- Do not infer exact demographics from vibes. Use available evidence and label assumptions.
85	- Do not overpromise audience details for platforms that do not expose them publicly.
86	- Do not ignore mismatch between creator location and audience location.