AI Visibility
measured43/100
Frequently Cited · in Document Collaboration
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals3/100
Weak fundamentals
Avg Prompt Score
30
across 392 prompts
AI Share of Voice
30%
across 392 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Document Collaboration
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 Nextcloud is visible in
2Executive summary
Nextcloud is highly likely to be cited by AI engines for evaluation-stage prompts because it has strong G2 presence (187 reviews, 4.4★) and first-party comparison content at /compare/ that directly supports “How does Nextcloud compare to Microsoft OneDrive/Dropbox/Box/Egnyte/Seafile?” queries. The single highest-ROI fix is to add/verify B2B-focused structured data (SoftwareApplication + FAQPage for evaluation/pricing/integrations) and ensure it’s present on crawlable pages, since current web evidence for those schemas is not discoverable via search.
Based on audit of nextcloud.com · Oct 7, 2026