What Is Share of Voice? Interpreting Reports Correctly
Sep 16, 2026
Share of Voice is one of the most common metrics in competitive analysis reports -- and also one of the most commonly misread. This guide explains what it does and doesn't measure.
What is Share of Voice?
Share of Voice is the ratio showing how much of the total conversation volume among the monitored brands (your own brand and the competitors you've defined) belongs to you. In Panalora, this is calculated by the Voice Attribution feature described on the Competitive Analysis page.
What does it measure, and what doesn't it?
Share of Voice is a volume metric -- it measures how many posts you appear in, not whether those posts are positive or negative. Your brand's Share of Voice could be high while most of that conversation is negative. That's why Share of Voice should always be read together with Sentiment Comparison -- the two answer different questions: one is "how much are we talked about," the other is "how are we talked about."
A sample interpretation (representative only)
The numbers below are for illustration only and are not real customer data. Suppose your brand has a 40% Share of Voice, and your two competitors have 35% and 25%. This means 40% of the monitored conversation is about your brand -- it does NOT mean your brand is "performing better"; for that, you also need to look at the sentiment distribution for the same period.
What to watch for when interpreting the report
- Share of Voice only shows the distribution among the competitors you have defined -- it does not represent the entire market.
- Short-term fluctuations (a news story, a campaign) can temporarily shift the ratio; reading the trend over time is more reliable than a single snapshot.
- Results are based on data collected from the sources Panalora supports -- conversations on out-of-scope sources are not reflected in the ratio (see Data Scope and Limitations).
For the full set of competitive intelligence features, see the Competitive Analysis page.