AI Visibility
measured18/100
Emerging · in AI Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals18/100
Weak fundamentals
Avg Prompt Score
95
across 19 prompts
AI Share of Voice
95%
across 19 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in AI Infrastructure
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.
AI citation readiness for boum.org is weak because the domain does not surface as a B2B SaaS product in major review/analyst ecosystems (no clear G2/Capterra/TrustRadius/Gartner Peer Insights matches found for “boum.org”). The highest-ROI fix is to clarify the entity and purpose on-site with crawlable, SSR-rendered pages (and add Organization/FAQ/Article structured data) so AI engines can reliably identify what boum.org is and who it’s for.
Based on audit of boum.org · Aug 31, 2026