AI Visibility
measured44/100
Frequently Cited · in Browser Automation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals7/100
Weak fundamentals
Avg Prompt Score
12
across 322 prompts
AI Share of Voice
12%
across 322 prompts
Critical Issues
5
critical + high
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 Bright Data is visible in
2Executive summary
Bright Data is strongly positioned for AI citations in evaluation-stage queries because it has substantial third-party review presence (notably G2 and TrustRadius) and a publicly crawlable pricing hub. The biggest risk pattern is conversion-stage “pricing plans / cost” queries where AI needs exact tier/price data and structured pricing signals; the highest-ROI fix is to ensure pricing pages are fully crawlable/SSR for all product variants and to add/verify SoftwareApplication + Product/Offer structured data on pricing and product pages.
Based on audit of brightdata.com · Jun 13, 2026