Calculate your brand's share of voice compared to competitors in Perplexity.
Perplexity doesn't rank pages. It searches the web live and picks winners on the spot. Your share of voice isn't about keyword rankings—it's about how often you get cited when users ask questions in your space. And unlike Google, where you can guess rankings, Perplexity's answers change every time. You need systematic measurement.
The Problem
Traditional share of voice metrics don't apply to Perplexity. You can't track rankings because there aren't any. Each search pulls fresh results and synthesizes new answers. Your competitors might dominate one day and disappear the next, depending on what Perplexity finds in real-time.
The Solution
Measure share of voice by tracking citation frequency across relevant queries. Test the same questions repeatedly, log which brands get mentioned, and calculate percentages. Focus on the questions your target customers actually ask, not vanity keywords. The goal is understanding visibility patterns over time.
Identify your competitive question set
List 20-30 questions your customers ask when researching your category. Include 'What is the best [category]?', 'How do I choose [solution]?', and '[specific use case] tools'. Avoid branded terms—focus on intent-driven queries where multiple brands could reasonably appear.
Run systematic query tests
Query each question 3 times over different days. Take screenshots of every response. Log which brands get mentioned, how prominently, and in what context. Note if you're cited with a direct link, mentioned in passing, or missing entirely.
Score mentions by prominence
Not all mentions are equal. Score primary mentions (first result, detailed explanation) as 3 points. Secondary mentions (comparison lists, brief mentions) get 2 points. Passing references get 1 point. This weighting reflects actual user attention.
Calculate competitive share
Add up scores for each brand across all queries. Your share of voice is your total points divided by all points captured. If you scored 45 points and competitors got 155, your share is 22%. Track this monthly to spot trends.
Map citation sources
Track which websites Perplexity cites when mentioning each brand. You'll notice patterns: certain sites get cited more, recent content gets preference, and authority matters. Document these sources—they're your pathway to better visibility.
Monitor weekly for changes
Perplexity's answers shift with new content and current events. Test your core questions weekly and log changes. Look for patterns: Do you lose visibility when competitors publish? Do certain content types consistently win citations?
Frequently Asked Questions
How often should I measure share of voice in Perplexity?
Test your core question set weekly for trending topics and monthly for evergreen queries. Perplexity's real-time nature means share of voice can shift quickly with new content or news events.
What's a good share of voice percentage in Perplexity?
It depends on your market and competitive landscape. In crowded categories, 15-20% is strong. In niche markets, you might expect 40%+. Focus on trends more than absolute numbers—improving share over time matters more than hitting specific targets.
Why does my share of voice vary so much between tests?
Perplexity searches live web results, so answers change as new content gets published or existing content gets updated. This variability is normal—track averages over time rather than individual test results.
Should I track branded vs unbranded queries separately?
Yes. Branded queries ('What is [Your Brand]?') measure brand recognition. Unbranded queries ('Best [category] tools') measure market positioning. Most share of voice analysis focuses on unbranded terms where multiple brands compete.
How do I handle queries where no brands get mentioned?
Some queries return general advice without brand mentions. Track these separately as 'educational' queries. If competitors start getting cited for these questions, it signals an opportunity to create more authoritative content.