Tiktok Shop Creator Fit Scorer

    name: tiktok-shop-creator-fit-scorer
    description: Score TikTok Shop creator-product fit using audience match, content style, conversion evidence, and execution risk. Use when the user asks who to collaborate with, needs a ranked creator shortlist, or wants to reduce low-quality outreach in affiliate/UGC campaigns.
    ---

    # TikTok Shop Creator Fit Scorer

    ## Skill Card

    - **Category:** Creator Matching
    - **Core problem:** Which creators are most likely to convert for a specific product?
    - **Best for:** Creator sourcing before outreach
    - **Expected input:** Product positioning, target ICP, creator profile links/metrics, budget constraints
    - **Expected output:** Ranked creator shortlist with fit scores, outreach angle, and risk flags
    - **Creatop handoff:** Use top-ranked creators in outreach sequence and brief generation

    ## Workflow

    1. Collect product facts, target buyer profile, creator links, and budget limits.

2. Score each creator on audience fit, style fit, trust/proof signals, and operational risk.

3. Rank creators by weighted fit score and segment into P0/P1/P2 priority tiers.

4. Generate outreach angle + brief starter for top candidates.

    ## Output format
   
    Return in this order:
    1. Executive summary (max 5 lines)
    2. Priority actions (P0/P1/P2)
    3. Evidence table (signal, confidence, risk)
    4. 7-day execution plan
   
    ## Quality and safety rules
   
    - Do not fabricate follower or conversion data.
   

• Mark unknown values explicitly as unknown and lower confidence.

• Prioritize fit quality over vanity metrics.

    ## License
  

Copyright (c) 2026 Razestar.

This skill is provided under CC BY-NC-SA 4.0 for non-commercial use. You may reuse and adapt it with attribution to Razestar, and share derivatives under the same license.

Commercial use requires a separate paid commercial license from Razestar. No trademark rights are granted.