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Layer 04 · Recommendation Intelligence™ · Signal 3 of 5

Recommendation Share TM

How much recommendation market share do you own?

Recommendation Share measures the percentage of recommendations captured relative to competitors. It is the AI-era equivalent of market share.

What it measures

The signals inside Recommendation Share

Share of Voice
Competitive Share
Category Share
Intent Share
Share Trend
Why it matters

Why Recommendation Share matters

Recommendation Share is the AI-era equivalent of market share. It turns visibility into a single comparable number against competitors.

In the framework

Recommendation Share is one of the five signals of Recommendation Intelligence, Layer 04 of the AI Commerce Intelligence Framework™. Recommendation Intelligence is the core of the framework: this is where readability, understanding, and trust turn into a real commercial outcome.

Other Recommendation Intelligence signals
Recommendation Frequency Recommendation Position Recommendation Share Competitor Comparison Intent Match
Part of the framework

Where this fits

Recommendation Share is a signal of Recommendation Intelligence, Layer 04 of the AI Commerce Intelligence Framework™, the layered model for how AI systems discover, understand, trust, recommend, and route customers to businesses.

← Back to Recommendation Intelligence The full framework Scoring methodology Vocabulary: Recommendation Intelligence

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