What the competitive benchmark shows
AI Visibility Score comparison
Side-by-side score (0–100) for your brand and up to 5 competitors. The single most useful competitive number.
Mention rate by platform
Your mention rate vs. competitors on ChatGPT, Perplexity, and Google AI Overviews separately - platforms often diverge significantly.
Framing quality distribution
Percentage of mentions at each framing tier for you vs. competitors. Shows whether you're getting mentioned favorably - or just neutrally.
Query-level gap analysis
The specific queries where competitors are mentioned and you're not. Actionable gap list ordered by competitive exposure.
Share of voice
Your percentage of total AI brand mentions in the competitive set, by query type and platform.
Signal gap diagnosis
Which signals are driving competitor advantage - G2 reviews, editorial coverage, analyst recognition. Root cause, not just scores.
The gap analysis framework
Not all competitive gaps are equal. This matters. ArtificialPulse's competitive benchmark classifies gaps by root cause, so you know where to invest to close them:
Review volume gap
Signal: Competitor mentioned as "highly reviewed" or "top-rated" - you're not
Fix: G2/Trustpilot review campaign targeting competitor's review count in the relevant category
Editorial coverage gap
Signal: Competitor appears in "best of" roundups for target queries - you don't
Fix: Identify the specific articles. Pursue inclusion - email editors, pitch PR angles, offer customer case studies
Analyst recognition gap
Signal: Competitor cited as "Gartner Leader" or "Forrester Wave Leader" - you're in a lower tier or not referenced
Fix: Analyst relations program targeting specific report eligibility criteria
Entity clarity gap
Signal: Competitor described accurately and specifically - you're described generically or incorrectly
Fix: Wikidata entity update, Wikipedia article, structured data on site - fix entity data at source
Community presence gap
Signal: Competitor organically mentioned in Reddit/community discussions - you're not
Fix: Structured community engagement in relevant subreddits and forums - earned, not paid
For agencies: competitive benchmarks across client portfolios
Agencies using ArtificialPulse can run competitive benchmarks for every client in their portfolio. The monthly white-label report includes the competitive benchmark section with your agency brand - showing clients exactly where they stand vs. competitors and what the score change means over time.
The competitive benchmark is often the most persuasive section of the agency report. Worth noting: clients who see their competitor outscoring them in AI visibility have an immediate reason to act, and that urgency drives both initial sign-ups and ongoing retainer retention.
See how you compare in AI search
Free audit generates your AI Visibility Score with side-by-side competitor comparison - the full competitive benchmark report.