Tiktok Shop Creator Fit Scorer

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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.