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Audience Research

Scores whether a creator's audience matches your target market using public profile signals, TikTok audience demographics, region/language cues, and comment analysis.

Marketing & SEOIntermediate★ 3,452⑂ 48AI score 8/10Last updated: Aug 26, 2026

What it does

  • Pulls public profile metrics, TikTok audience demographics, region and language signals, follower/following data where available, and comments on recent posts.
  • Extracts geography, language, niche, product category, and community signals, then scores audience fit as High/Medium/Low with a confidence label.
  • Returns a Markdown report with an evidence table (signal / evidence / source), audience notes, and a sponsorship verdict (good fit / maybe / poor fit).
  • Includes guardrails: don't infer demographics from vibes, don't overpromise data that platforms never expose publicly.

Who it's for

  • Influencer marketing and brand partnership managers
  • Agencies doing creator casting and vetting
  • Growth marketers hunting for country-specific or niche-heavy audiences
  • Teams that want evidence-backed, repeatable partnership memos

Examples

  1. "Check if this TikTok creator's audience is mostly US-based women 18-24 before we sponsor them."
  2. "Compare audience fit across these five candidate creators and give me a table."
  3. "Evaluate whether this account fits our home-fitness niche, including comment quality."

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/ScrapeCreators/social-media-research-skills/HEAD/skills/audience-research/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the skills/audience-research folder from the GitHub repo ScrapeCreators/social-media-research-skills into my ~/.claude/skills/audience-research/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/ScrapeCreators/social-media-research-skills.git && mkdir -p ~/.claude/skills && cp -r social-media-research-skills/skills/audience-research ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open your terminal.
  2. Clone the repo: git clone https://github.com/ScrapeCreators/social-media-research-skills.git
  3. Create the skills folder: mkdir -p ~/.claude/skills
  4. Copy the skill: cp -r social-media-research-skills/skills/audience-research ~/.claude/skills/
  5. Get an API key at https://scrapecreators.com
  6. Export it: export SCRAPECREATORS_API_KEY=your_key (add it to ~/.zshrc or ~/.bashrc to persist).
  7. Restart Claude Code and ask something like "Analyze this creator's audience fit for the US market."
View source on GitHub ↗License: MIT