Product Feature AI Visibility Shipped

Competitor Share-of-Model

Benchmarks how often each competitor is cited by AI against your own share.

ID
SS-FE-011
Confidence
Established · 80
Evidence
Established
Updated
2026-07-08

Overview

Benchmarks how often each competitor is cited by AI against your own share.

shipped

What it does

Competitor Share-of-Model tracks the proportion of AI answers in your category that name you versus each rival. It shows who is winning the recommendation, on which questions, and how that mix shifts over time. The view frames AI visibility as a contested market you can gain or lose ground in.

Why it matters

Recommended next steps

    See the wider capability AI Visibility Optimisation Capability