Category Clarity

Does AI understand your category?

Category Clarity measures how effectively products and services are mapped into recognized categories that AI already understands.

What it measures

The signals inside Category Clarity

Category Mapping
Taxonomy Alignment
Subcategory Coverage
Catalog Structure
Category Signals
Why it matters

Why Category Clarity matters

Being mapped to the wrong category, or no category, means AI never considers you for the questions that belong to your category.

In the framework

Category Clarity is one of the five signals of AI Understanding, Layer 02 of the AI Commerce Intelligence Framework™. Understanding sits between readability and trust: AI cannot trust or recommend a business it does not correctly interpret.

Other AI Understanding signals
Part of the framework

Where this fits

Category Clarity is a signal of AI Understanding, Layer 02 of the AI Commerce Intelligence Framework™, the layered model for how AI systems discover, understand, trust, recommend, and route customers to businesses.

Where does your store sit in the framework?

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