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Brand Fit Methodology

How does Brand Fit work?

Written by Ruth Dunn
Updated over a month ago

Finding the right creator should not feel like guesswork. Brand Fit is designed to measure true alignment between a creator’s content and your brand’s identity using structured AI analysis.

Here is exactly how it works.


1. Understanding Each Creator

We start by analyzing a creator’s content across their platforms.

Our AI reviews their posts, captions, recurring themes, language patterns, and overall positioning. From this analysis, we generate 25 representative keywords that describe what the creator consistently talks about.

  • For example, a fitness creator might be described with keywords such as: fitness, nutrition, gym, protein, workout routine, healthy lifestyle, muscle building, weight loss, supplements, morning routine, meal prep, wellness, activewear, home workout, CrossFit, yoga, body transformation, healthy recipes, personal training, motivation, sports, self care, outdoor running, hydration, vegan diet


These keywords are not manually selected. They are generated from real content signals to reflect what the creator genuinely focuses on.

This ensures the profile represents actual positioning, not just what appears in a bio.


2. Understanding Your Brand

Next, we apply the same methodology to your brand.

We analyze:

  • Your website content

  • Your product descriptions

  • Your onboarding responses

  • Your brand messaging

From this, we generate a structured set of keywords that describe what your brand stands for.

  • For example, a brand selling organic protein bars might generate keywords such as: organic snacks, plant based protein, fitness nutrition, healthy lifestyle, clean ingredients, gym fuel, wellness, performance, meal replacement, energy boost, sustainable packaging, vegan, low sugar, functional foods, sports nutrition

This creates a clear and objective representation of your brand identity.


3. Measuring the Match

Once both profiles are structured, we compare them.

Our AI evaluates how closely the creator’s keyword profile overlaps with your brand’s keyword profile. This is not a simple word match. It considers semantic similarity, meaning, and contextual alignment.

The result is a Brand Fit Score from 0 to 100.

  • 0 to 30 indicates low alignment

  • 30 to 70 indicates moderate alignment

  • 70 to 100 indicates strong natural alignment

A high score means the creator already talks about topics closely connected to your product or category. Their audience is naturally exposed to and interested in what you offer.

A low score indicates that the creator’s content focuses on different topics, even if they have strong engagement.


What Brand Fit Really Tells You

  • Brand Fit does not measure popularity.

  • It does not measure engagement.

  • It does not measure audience size.

  • It measures relevance.

  • It answers one core question:

    • Does this creator naturally talk about topics that align with your brand?

For example:

  • A fitness creator discussing nutrition and supplements would score high for an organic protein brand.

  • A gaming creator focused on esports and tech reviews would score low for that same brand.

The difference is not performance. It is contextual alignment.


Why This Matters

When alignment is strong:

  • Content feels authentic

  • The audience is already primed

  • Conversion potential increases

  • Brand perception remains consistent

When alignment is weak:

  • Campaigns feel forced

  • Audiences may not resonate

  • Performance becomes unpredictable

Brand Fit reduces this uncertainty by providing a structured, data driven way to evaluate relevance before launching a partnership.


In Summary

Brand Fit works in three steps:

  1. We identify what each creator is truly about

  2. We identify what your brand truly represents

  3. We measure how closely the two align

The result is a clear, objective score that helps you prioritize creators who naturally fit your brand positioning.

Instead of guessing who might work, you can focus on creators who already speak your brand’s language.

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