How do you measure share of voice in search results?

Share of voice measures how much of a branded result set the entity’s own and aligned content occupies, relative to competitors and other parties, which makes it one of the clearest comparative reputation metrics.

How it is apportioned

For a given branded query, the positions are divided among three groups, and that proportion is the share of voice:

• Entity-controlled and authoritative content, owned properties and aligned, credible third-party coverage.
• Peers, competitors and adjacent parties occupying the same territory.
• Neutral or hostile sources, everything else, from indifferent third parties to adversarial content.

Tracked across the priority keywords and the relevant geographies, this shows how thoroughly the entity dominates, or fails to dominate, its own branded territory.

Extending the logic to the AI engines

The same apportionment carries over to the AI engines, where share of voice becomes how often and how prominently the entity is represented in the answers about its space.

Why it matters

The value is comparative and directional: it benchmarks the entity against peers and shows whether the program is gaining or losing ground over time. We track share of voice across search with IMPACT™ and across the AI engines with AIQ™, as a baseline and a measure of progress.