niche-fit-scorer

Score creator-brand niche fit across five weighted dimensions with rationale.

20|6|Updated Feb 19, 2026
One-click install
npx skills add https://github.com/archive-dot-com/creator-marketing-skills --skill niche-fit-scorer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: niche-fit-scorer
Source: https://github.com/archive-dot-com/creator-marketing-skills/tree/main/skills/niche-fit-scorer
Command: npx skills add https://github.com/archive-dot-com/creator-marketing-skills --skill niche-fit-scorer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a data-driven evaluation of how well a creator aligns with a brand's specific niche, moving beyond subjective "gut feel" to objective scoring.

Core Features & Use Cases

  • Niche Fit Scoring: Assigns a score from 1-10 based on 5 key dimensions (Topical Alignment, Audience Match, Voice/Aesthetic, Authority, Engagement).
  • Detailed Rationale: Provides written justification for each score, citing specific evidence.
  • Use Case: A brand manager needs to quickly assess if a potential influencer for a new sustainable fashion campaign is a good fit. They use this skill to get a score and detailed breakdown of the creator's alignment with the brand's values, audience, and content style.

Quick Start

Use the niche-fit-scorer skill to evaluate creator 'example_creator' on TikTok for the 'eco-friendly-apparel' brand.

Frequently Asked Questions about niche-fit-scorer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I score influencer-brand niche fit objectively?

Influencer-brand niche fit is scored on a 1-10 scale using a weighted rubric across five dimensions: topical alignment, audience demographic match, voice compatibility, authority, and engagement quality. The evaluation analyzes creator content, bio, and past partnerships against brand inputs to provide a quantitative score and qualitative rationale.

What is niche alignment evaluation in creator marketing?

Niche alignment evaluation is a data-driven assessment of how well a creator matches a brand's specific niche. It analyzes creator content, audience signals, and past partnerships against brand inputs to provide objective scoring and evidence-based rationale, replacing subjective gut feel with quantitative campaign suitability metrics.

How do I assess audience demographic match for a potential influencer?

Audience demographic match is assessed by analyzing creator audience signals and content against brand inputs within the niche fit scoring rubric. The evaluation examines audience data alongside topical alignment, voice compatibility, authority, and engagement quality to determine campaign suitability.

Can I evaluate creator-brand voice and aesthetic compatibility before a campaign?

Creator-brand voice and aesthetic compatibility is evaluated as one of five dimensions in the niche fit scoring rubric. The skill analyzes creator content and bio against brand inputs to assess voice alignment, contributing to an overall 1-10 campaign suitability score with detailed qualitative rationale.

What's the best way to vet creators for sustainable fashion campaigns?

Vetting creators for sustainable fashion campaigns involves scoring their niche fit across topical alignment, audience match, voice compatibility, authority, and engagement quality. The skill analyzes creator content and audience signals against brand inputs to provide a quantitative score and evidence-based rationale for campaign suitability.

Does niche fit scoring work for evaluating TikTok creators?

Niche fit scoring works for evaluating TikTok creators by analyzing their content, bio, audience signals, and past partnerships against brand inputs. The skill evaluates topical alignment, audience match, voice compatibility, authority, and engagement quality to produce a 1-10 score with qualitative rationale.