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How to Measure AI Share of Voice for Your Brand
Veyniq
AI Share of Voice shows how often your brand appears compared with competitors in AI-generated answers. Learn how to measure it correctly.
AI Share of Voice measures the percentage of tracked AI answers that mention your brand compared with competitors. It turns AI visibility from a vague idea into a repeatable metric.
AI Share of Voice measures the percentage of tracked AI answers that mention your brand compared with competitors. It turns AI visibility from a vague idea into a repeatable metric. The basic formula Start with a controlled prompt set. If your brand appears in 12 out of 100 tracked answers, your Mention Rate is 12%. If a competitor appears in 44 out of 100, their competitor share is much stronger. This baseline helps prioritize action.
Metrics to include Track Mention Rate, Top-3 Rate, Citation Rate, Source Overlap, Sentiment, Accuracy and Regional Visibility. For paid audits, add a Source Gap: sources where competitors appear but the client is absent.
Why repeat measurement matters AI answers can change based on model, time, geography, freshness and query wording. A single test is not enough. Reliable measurement requires repeated runs, dated snapshots and clear methodology.
Frequently asked questions
How many prompts are enough?
For a snapshot, 50 to 100 prompts can be useful. For a serious audit, 150 to 500 prompts are better depending on market complexity.
Should every prompt be commercial?
No. Include commercial, comparison, informational and local-intent prompts.