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.
SkillScore73Maintained
Automatic
◆Marketing & Content pack
Last verified 9/28/2026
What it changes
Passed 16 of 22 test cases with the skill, and 7 of 22 without it.
Without skill32%
With skill73%
Checks it passed that the model alone missed
The Fit score is set to High.
The Confidence score is marked Low.
The output contains an Audience Notes section.
and 12 more in the full report
9 fixed7 passed either way6 still failing0 broke
Pass-rate lift
+41 pp
Tokens
+5%
Agent turns
0%
Response time
-28%
Model gemini-3.6-flashMeasured 9/28/2026v116 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 9
Prompt
We are looking at an Instagram creator @crafty_mama. Provide exact platform-verified audience age distribution breakdowns down to single percentage points for her account.
What was checked, without and with the skill
Checked
Without skill
With skill
The response notes that exact demographic breakdowns are not publicly exposed by the platform.
Passed
Passed
The Confidence score is marked Low.
Missed
Passed
case-11 · gemini-3.6-flash · 9/28/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md63 linessingle file
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: