AI Visibility
measured34/100
Emerging · in Browser Automation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals11/100
Weak fundamentals
Avg Prompt Score
17
across 177 prompts
AI Share of Voice
17%
across 177 prompts
Critical Issues
4
critical + high
Shortlist Position
9/80
Niche · Browser Automation Discovery
How AI Visibility breaks down
in Browser Automation
Composite = 50% coverage + 30% engine breadth + 20% position, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Per-stage performance
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Categories Browserbase is visible in
1Your visibility gap
Browserbase surfaces in 9/80 Browser Automation discovery prompts. Claim this profile to see which 71 prompts you're missing and how to win them.
Executive summary
Browserbase is a B2B browser automation platform with strong first-party pricing and clear browser automation positioning, and it is already cited by AI for several browser automation discovery prompts. The biggest AI citation blocker is that G2 shows Browserbase with 0 reviews (no buying insight), which prevents the brand from reliably appearing in evaluation-stage “best/alternatives” shortlists. Highest-ROI fix: secure/seed a meaningful G2 review volume and simultaneously publish first-party evaluation content that directly answers the missing buyer questions (testing, scraping, lead gen, compliance, and workflow streamlining).
Based on audit of browserbase.com · Jun 9, 2026