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.
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# 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
- Collect product facts, target buyer profile, creator links, and budget limits.
- Score each creator on audience fit, style fit, trust/proof signals, and operational risk.
- Rank creators by weighted fit score and segment into P0/P1/P2 priority tiers.
- Generate outreach angle + brief starter for top candidates.
## Output format
Return in this order:
- Executive summary (max 5 lines)
- Priority actions (P0/P1/P2)
- Evidence table (signal, confidence, risk)
- 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.