How AI Share of Voice is measured
AI Share of Voice (AI SoV) is calculated as the percentage of relevant category queries in which your brand is mentioned, relative to all tracked brands. For a brand mentioned in 30 out of 100 category queries where competitors were mentioned in 70 of those same 100 queries:
AI SoV example - project management software category
Beyond raw SoV: framing-weighted share of voice
Raw mention rate doesn't capture framing quality. This distinction matters. A brand that appears in 60% of queries but is consistently hedged ("may be worth considering") has lower effective AI SoV than a brand in 40% of queries that's consistently recommended ("highly rated and widely recommended").
ArtificialPulse weights AI SoV by framing quality to produce a score that reflects both presence and positioning - the measure that actually correlates with buyer consideration and conversion rates.
AI SoV by query type
Category discovery queries
"best project management software"
Highest-value SoV. These are the queries buyers use when building their initial consideration set. Being in these responses determines who gets evaluated.
Use-case specific queries
"project management software for remote teams"
Niche queries where you can often have higher SoV than in head terms. Being the recommended brand for a specific use case drives qualified inbound.
Comparison queries
"Asana vs Monday"
Determines whether you appear as an alternative when buyers are narrowing their choice. Being the recommended alternative is high-value consideration-stage SoV.
Trust validation queries
"is [brand] reliable for enterprise"
Affects late-stage consideration. AI response to validation queries shapes whether short-listed buyers proceed to demo request.
Tracking AI SoV for agencies
AI Share of Voice is one of the most compelling metrics for agency client reporting. Frankly, it sells itself. It's competitive by nature, intuitive (percentage is easy to understand), and it demonstrates measurable progress month-over-month.
Multi-client SoV tracking
Track AI SoV for all agency clients in one dashboard. Spot which clients are gaining vs. losing competitive position.
Platform breakdown
SoV on ChatGPT, Perplexity, and Google AI Overviews separately - clients want platform-level visibility.
White-label reporting
Export SoV comparison tables with your agency branding. Drop into existing monthly reports.
Trend charts
Month-over-month SoV trend lines. Show clients whether the strategy is compounding.
See your AI share of voice vs. competitors
Free audit shows your AI Visibility Score and competitive comparison. The starting point for share of voice analysis.