finding-tiktok-ugc-creators-for-brands
Finds TikTok UGC creators for brand campaigns using apidojo's TikTok scrapers on Apify. Triggers when the user asks to: find TikTok creators for user-generated content, discover UGC creators in a product category on TikTok, find micro-creators who post organic product reviews on TikTok, identify TikTok creators for paid UGC campaigns, find authentic content creators in beauty food tech or fitness on TikTok, or build a UGC creator roster for a brand. Returns creator handle, follower count, avg views, engagement rate, niche, and content samples. Ideal for e-commerce brands, DTC companies, and influencer marketing managers.
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/apidojo-io/apidojo-skills --skill finding-tiktok-ugc-creators-for-brands- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads finding-tiktok-ugc-creators-for-brands automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Finding TikTok UGC Creators for Brands
Discovers TikTok micro-creators who produce authentic product content. UGC creators (1K–100K followers) deliver the highest ROI for paid campaigns — authentic feel, affordable rates, and high engagement relative to follower count.
Prerequisites
APIFY_TOKENenvironment variable set- Optional: Apify MCP server installed
Inputs
| Parameter | Type | Required | Default | Notes |
|---|---|---|---|---|
startUrls | array | Optional | [] | TikTok URLs — user profiles, hashtags, music pages, search, locations |
keywords | array | Optional | [] | Search keywords/terms to find posts |
sortType | string | Optional | RELEVANCE | Sort order for keyword results: RELEVANCE, MOST_LIKED, DATE_POSTED |
location | string | Optional | — | ISO 3166-1 alpha-2 country code for regional filtering (e.g. US, GB) |
maxItems | number | Optional | Unlimited | Maximum posts to return across the run |
includeSearchKeywords | boolean | Optional | false | Add the matched search keyword field to each post |
customMapFunction | string | Optional | — | JavaScript function to transform each output object |
Workflow
Progress:
- [ ] Step 1: Search hashtags for niche UGC content
- [ ] Step 2: Collect creator handles from search
- [ ] Step 3: Enrich profiles
- [ ] Step 4: Score UGC fit
- [ ] Step 5: Deliver creator roster
Step 1: Build Hashtag Searches
Hashtags for niche: #[niche]review, #[niche]haul, #[niche]unboxing, #[niche]honest review,
#[niche]foryou, #ugc[niche], #[niche]tiktokmademebuyit
Example for skincare:
["#skincarereviews", "#skincarehaul", "#skincaretiktok", "#ugcskincare", "#honestskincarereview"]
Recommended — run_actor.js (handles waiting, output, and file saving automatically):
# Quick answer (prints table to chat)
node scripts/run_actor.js \
--actor "apidojo~tiktok-scraper" \
--input '{"param": "value"}'
# Save as CSV
node scripts/run_actor.js \
--actor "apidojo~tiktok-scraper" \
--input '{"param": "value"}' \
--output YYYY-MM-DD_results.csv --format csv
# Save as JSON
node scripts/run_actor.js \
--actor "apidojo~tiktok-scraper" \
--input '{"param": "value"}' \
--output YYYY-MM-DD_results.json --format json
APIFY_TOKENmust be set in environment or.envfile.
If Apify MCP is available:
Tool: apify:run-actor
Actor: "apidojo~tiktok-scraper"
Input:
{
"keywords": ["#[niche]review", "#[niche]haul", "#ugc[niche]"],
"maxItems": 200
}
REST API fallback:
curl -X POST "https://api.apify.com/v2/acts/apidojo~tiktok-scraper/runs?token=$APIFY_TOKEN" -H "Content-Type: application/json" -d '{
"keywords": ["#skincarereviews", "#skincarehaul"],
"maxItems": 200
}'
Collect unique authorMeta.name (handles) with > 2 posts in niche.
Step 2: Enrich Creator Profiles
If Apify MCP is available:
Tool: apify:run-actor
Actor: "apidojo~tiktok-profile-scraper"
Input:
{
"profiles": ["https://www.tiktok.com/@[handle1]", "https://www.tiktok.com/@[handle2]"]
}
REST API fallback:
curl -X POST "https://api.apify.com/v2/acts/apidojo~tiktok-profile-scraper/runs?token=$APIFY_TOKEN" -H "Content-Type: application/json" -d '{"profiles": ["https://www.tiktok.com/@handle1"]}'
Step 3: Score UGC Fit
engagement_rate = (avg_likes + avg_comments) / follower_count * 100
view_to_follower_ratio = avg_views / follower_count
ugc_score = (engagement_rate > 5 ? 1 : engagement_rate / 5) * 0.35
+ (view_to_follower_ratio > 1 ? 1 : view_to_follower_ratio) * 0.30
+ (follower_count in 5000..50000 ? 1 : 0.6) * 0.20
+ (posts_in_niche >= 3 ? 1 : posts_in_niche / 3) * 0.15
UGC tier classification:
- TIER 1 (score ≥ 0.75): High engagement, consistent niche content — ideal for paid UGC
- TIER 2 (score 0.50–0.74): Good engagement, some niche overlap — worth testing
- TIER 3 (score < 0.50): Low engagement or single niche post — aspirational / monitoring list
Step 4: Edge Cases
- Brand accounts appear in hashtag results: Drop entries where bio contains "Official", "brand", "@company" — keep only individual creators
- Views from single viral video inflating avg: Calculate avg from last 10 posts; flag if std_dev > 3× avg (viral outlier)
- Creator posts in multiple niches: Track
niche_concentration = niche_posts / total_posts; flag if < 30% - Inactive creators: Skip if
lastPostDate > 60 days ago
Output Format
# TikTok UGC Creator Roster: [NICHE]
Creators evaluated: [N] | TIER 1: [N] | TIER 2: [N] | Date: [DATE]
## TIER 1 — Prime UGC Creators
| Creator | Handle | Followers | Avg Views | Eng Rate | View/Follower | Niche % | Score |
|---------|--------|-----------|-----------|----------|---------------|---------|-------|
| [name] | @[handle] | [N] | [N] | [X%] | [X.X×] | [X%] | [0.XX] |
## TIER 2 — Worth Testing
| Creator | Followers | Avg Views | Eng Rate | Last Active |
|---------|-----------|-----------|----------|------------|
## Niche Hashtag Performance
| Hashtag | Posts Scraped | Avg Views per Post | Top Creator Found |
|---------|--------------|-------------------|-------------------|
Troubleshooting
Too many brand accounts: Tighten filter — drop accounts with follower_count > 500K and accounts with verification badge.
Hashtag returns mainly brand posts: Switch to user-driven hashtags: #tiktokmademebuyit[niche], #[niche]recommendation.
Creators found aren't making product content: Use hashtags that explicitly signal product review intent rather than broad niche tags.
FAQ
What does the finding-tiktok-ugc-creators-for-brands skill do?
Finds TikTok UGC creators for brand campaigns using apidojo's TikTok scrapers on Apify. Triggers when the user asks to: find TikTok creators for user-generated content, discover UGC creators in a product category on TikTok, find micro-creators who post organic product reviews on TikTok, identify TikTok creators for paid UGC campaigns, find authentic content creators in beauty food tech or fitness on TikTok, or build a UGC creator roster for a brand. Returns creator handle, follower count, avg views, engagement rate, niche, and content samples. Ideal for e-commerce brands, DTC companies, and influencer marketing managers.
How do I install finding-tiktok-ugc-creators-for-brands?
Run npx skills add https://github.com/apidojo-io/apidojo-skills --skill finding-tiktok-ugc-creators-for-brands in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/finding-tiktok-ugc-creators-for-brands/ (personal) or .claude/skills/finding-tiktok-ugc-creators-for-brands/ (project).
Which AI agents can use finding-tiktok-ugc-creators-for-brands?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is finding-tiktok-ugc-creators-for-brands safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains finding-tiktok-ugc-creators-for-brands?
It is published by apidojo-io in apidojo-io/apidojo-skills. It has 766 recorded installs.
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