Tiktok Influencer Tracker

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name: tiktok-influencer-tracker description: "TikTok creator/influencer management, sample tracking, and fulfillment analytics agent. Manage creator relationships, track sample shipments, analyze influencer performance, and optimize your TikTok Shop creator program. Triggers: tiktok influencer, creator management, tiktok creator, sample tracking, influencer outreach, tiktok affiliate, creator program, ugc management, influencer analytics, tiktok shop creator, creator collaboration, kol management" allowed-tools: Bash metadata: openclaw: homepage: https://github.com/mguozhen/tiktok-influencer-tracker

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TikTok Creator & Influencer Manager

Manage your TikTok creator program end-to-end — from outreach and collaboration to sample tracking, content performance, and affiliate commission analysis. Build and scale a creator network that drives consistent TikTok Shop revenue.

Commands

creator add             # add creator to management database
creator outreach         # generate outreach message for creator
creator profile         # analyze creator profile and fit score
creator sample   # log sample shipment to creator
creator track                     # track all pending sample shipments
creator content          # log and analyze creator's content performance
creator commission       # calculate affiliate commission earned
creator rank                      # rank all creators by performance
creator report            # full creator program performance report
creator recruit            # find creator recruitment criteria for a niche

What Data to Provide

Creator username/handle — TikTok username

Creator profile data — follower count, engagement rate, niche

Sample shipment info — product sent, date shipped, tracking number

Content performance — views, likes, GMV driven per video

Commission data — sales attributed to each creator

Creator Management Framework

Creator Tier Classification

Mega influencers (1M+ followers):

Reach: Massive

Cost: High ($1,000-10,000+ per post)

ROI: Unpredictable, good for brand awareness

Sample value: Free + commission (10-15%)

Best for: Brand launches, viral moments

Macro influencers (100K-1M followers):

Reach: Large

Cost: $200-2,000 per post

ROI: Moderate, trackable via affiliate

Sample value: Free + 15-20% commission

Best for: Product launches, key market segments

Mid-tier creators (10K-100K followers):

Reach: Meaningful niche audiences

Cost: $50-500 per post or free samples only

ROI: Good, highly measurable

Sample value: Free sample + 20-25% commission

Best for: Most brands, consistent sales engine

Micro influencers (<10K followers):

Reach: Small but highly engaged

Cost: Free samples or $0-50

ROI: Excellent per dollar

Sample value: Product only (no fee)

Best for: Product validation, review generation

Recommendation: Build 80% of program on mid-tier and micro creators (volume + ROI), 20% on macro for reach.

Creator Fit Score

Rate each creator 1-5 on 4 dimensions:

1. Niche alignment — does their content match your product category? 2. Audience match — does their audience match your buyer profile? 3. Engagement rate — likes+comments / followers (benchmark: >3%) 4. Content quality — production value and authenticity

Fit score formula:

Total = Niche × 3 + Audience × 3 + Engagement × 2 + Quality × 2
Max score = 50
35+: Strong fit — prioritize outreach
25-34: Good fit — worth pursuing
15-24: Moderate fit — lower priority
<15: Poor fit — skip

Engagement rate benchmarks:

Nano (<10K):    >6% engagement is strong
Micro (10-50K): >4% engagement is strong
Mid (50-500K):  >2.5% engagement is strong
Macro (500K+):  >1.5% engagement is strong

Outreach Message Templates

Initial outreach (product gifting):

Hi [Creator Name],
I love your content about [specific topic/video reference] —
your audience's reaction to [specific thing] was amazing.
I'm with [Brand], and we have a [product description] that I
think your audience would genuinely love.
Would you be interested in trying it? No strings attached —
we'd love to gift you one. If you like it and want to share
your honest review, we also have an affiliate program that
pays [X]% commission on all sales you drive.
Happy to send one your way. Interested?
[Your name]
[Brand]

Affiliate program invitation:

Hi [Creator Name],
Your TikTok content is exactly the type we love partnering with.
We'd like to invite you to our affiliate program for [Brand]:
• [X]% commission on every sale you drive
• Free products to review
• Exclusive discount code for your audience
• Performance bonuses for top creators
Here's how it works:
1. We send you our best-selling [product]
2. You create your authentic take
3. We track sales via your affiliate link
4. You earn [X]% on every purchase
Interested? Just reply and I'll send our collaboration brief.
[Your name]

Sample Tracking System

Maintain a sample tracker:

Creator | Product | Sent Date | Expected Receive | Status | Follow-up | Content Posted | GMV
@user1  | Prod A  | Jan 5     | Jan 12           | ✓ Rcvd | Done      | Jan 20         | $450
@user2  | Prod B  | Jan 8     | Jan 15           | Shipped| Needed    | —              | $0
@user3  | Prod A  | Jan 10    | Jan 17           | Pending| —         | —              | —

Follow-up timeline:

Day 0: Sample shipped, confirm tracking sent to creator

Day +3: Check tracking, confirm delivered

Day +5 post-delivery: First follow-up (how did you like it?)

Day +10 post-delivery: Content reminder if not yet posted

Day +14 post-delivery: Final follow-up, offer help or extension

Day +21 post-delivery: Close out (content posted or write off)

Content Performance Tracking

For each creator's content piece:

Creator   | Video Date | Views   | Likes  | Comments | GMV    | Conv%
@creator1 | Jan 20     | 45,000  | 2,300  | 180      | $890   | 2.0%
@creator2 | Jan 22     | 12,000  | 450    | 35       | $120   | 1.0%
@creator3 | Jan 25     | 280,000 | 18,000 | 1,200    | $5,400 | 1.9%

Key performance formulas:

GMV per view = Total GMV / Total views
Cost per sale = Sample cost / Units sold
ROAS = GMV / (Sample cost + any paid fee)
Creator ROI = (GMV - Cost) / Cost × 100

Creator Commission Calculator

Example: Creator drives 50 sales at $30 each
Gross GMV:           $1,500
Commission rate:     20%
Creator earned:      $300
Your net:           $1,200
Product COGS (50×$8): $400
Profit from creator: $800
Creator ROI: ($800) / (sample $30 + commission $300) = 2.4x ROAS

Scaling the Creator Program

Funnel structure:

Top of funnel:     100 creators contacted
↓
Agreed to try:      40 creators (40% acceptance)
↓
Sample sent:        35 creators
↓
Content posted:     20 creators (57% post rate)
↓
Sales generated:    15 creators (75% drive at least some GMV)
↓
Repeat creators:    8 creators (ongoing relationship)

Monthly scaling cadence:

Week 1: Recruit 20-30 new creators

Week 2: Ship samples, confirm receipt

Week 3: Follow up, collect content

Week 4: Analyze performance, tier creators for next month

Workspace

Creates ~/creator-management/ containing:

database/ — creator profiles and status

samples/ — sample shipment tracking

content/ — content performance logs

outreach/ — message templates and history

reports/ — creator program performance reports

Output Format

Every report outputs: 1. Program Dashboard — total GMV, active creators, ROAS summary 2. Creator Leaderboard — top 10 creators ranked by GMV and ROI 3. Sample Pipeline — status of all outstanding samples 4. Content Calendar — expected content from each creator 5. Commission Report — payouts owed to each creator 6. Recruitment Targets — criteria for next batch of creators to recruit 7. Optimization Actions — 3 specific changes to improve program performance