AI Visibility
measured42/100
Frequently Cited · in Office Suites
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals69/100
Solid fundamentals
Avg Prompt Score
25
across 105 prompts
AI Share of Voice
17%
across 89 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Office Suites
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.
LibreOffice is likely to be cited by AI engines for “what is LibreOffice / how to use LibreOffice” and “LibreOffice vs OpenOffice” style queries because it has strong third-party review presence (notably G2) and substantial first-party comparison content. The biggest citation risk is evaluation-style “pricing / plans / cost” and structured “software listing” queries: the site does not present clear, tiered pricing for the suite itself, and there’s no evidence of SoftwareApplication/FAQPage structured data on the main product pages.
Based on audit of libreoffice.org · Sep 1, 2026