AI Visibility
measured51/100
Frequently Cited · in Headless CMS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals12/100
Weak fundamentals
Avg Prompt Score
18
across 315 prompts
AI Share of Voice
18%
across 315 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Headless CMS
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.
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.
builder.io is a strong B2B citation candidate for evaluation-stage queries because it has a G2 seller profile with 26 reviews and a 4.6/5 rating, plus Gartner Peer Insights vendor presence. The single highest-ROI fix is to strengthen first-party evaluation surfaces (especially SoftwareApplication/FAQPage structured Q&A and crawlable pricing/comparison content) so AI engines can cite builder.io directly for “vs/alternatives/pricing” queries rather than relying on third-party review sites.
Based on audit of builder.io · Sep 30, 2026