influencer-fit-scoring

Score and rank influencers for brand partnership fit across audience alignment, engagement, and brand safety.

1|1|Updated Feb 19, 2026
One-click install
npx skills add https://github.com/GoldenZero/skills --skill influencer-fit-scoring-goldenzero
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: influencer-fit-scoring
Source: https://github.com/GoldenZero/skills/tree/main/skills/influencer-fit-scoring
Command: npx skills add https://github.com/GoldenZero/skills --skill influencer-fit-scoring-goldenzero

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes assets (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines the complex process of evaluating influencer partnerships by providing a data-driven, multi-dimensional scoring system to identify the best brand fit.

Core Features & Use Cases

  • Multi-dimensional Scoring: Evaluates influencers across audience alignment, engagement, content relevance, brand safety, commercial viability, and cost efficiency.
  • Tiered Shortlisting: Ranks influencers and categorizes them into partnership tiers (Anchor, Campaign, Amplification).
  • Risk Assessment: Identifies potential risks such as bot audiences or competitor conflicts.
  • Use Case: When launching a new CPG product, use this Skill to evaluate a list of 50 potential influencers, receive a ranked shortlist, and get recommendations on which influencers are best suited for awareness vs. conversion campaigns.

Quick Start

Evaluate these 10 influencer profiles for our new skincare product launch, focusing on audience alignment and engagement quality.

Frequently Asked Questions about influencer-fit-scoring

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

FAQPage Schema
How do I score influencers for brand partnership fit?

You score influencer fit by evaluating candidates across audience alignment, engagement quality, brand safety, content relevance, and commercial viability. This multi-dimensional framework ranks suitability specifically for CPG and retail e-commerce campaigns.

What is the best way to build an influencer shortlist for a product launch?

The best way to build an influencer shortlist is using a tiered ranking system that categorizes evaluated creators into Anchor, Campaign, and Amplification partnership tiers based on their overall brand fit and commercial viability scores.

How does KOL assessment identify fake followers or bot audiences?

KOL assessment identifies bot audiences through a dedicated risk assessment component that flags potential audience fraud and competitor conflicts during the influencer evaluation process, ensuring brand safety before partnership selection.

Can I use influencer scoring for CPG retail e-commerce campaigns?

Yes, influencer scoring is specifically designed for CPG retail e-commerce campaigns. The framework evaluates commercial viability and cost efficiency to match creators with consumer packaged goods marketing objectives.

How do I compare multiple creators for ambassador selection?

You compare creators for ambassador selection by evaluating their profiles through a standardized multi-dimensional framework, generating a ranked list that highlights each candidate's suitability for awareness versus conversion campaigns.

What metrics are used in creator evaluation for brand partnerships?

Creator evaluation metrics include audience alignment, engagement quality, brand safety, content relevance, and commercial viability. These dimensions combine to produce a comprehensive partnership fit score for ranking candidates.