Scores and ranks TikTok Shop creators for product fit based on audience match, content style, conversion evidence, and execution risk to guide collaboration...
# 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.
ZIP package — ready to use