AI Visibility
measured18/100
Emerging · in Nonprofit Software
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals59/100
Some gaps
Avg Prompt Score
4
across 752 prompts
AI Share of Voice
4%
across 752 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Nonprofit Software
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 Sociabble is visible in
3Executive summary
Sociabble is a B2B employee advocacy / internal communications platform and already has strong AI-citation inputs from G2 and Gartner Peer Insights. The biggest risk for AI evaluation queries is missing/unclear first-party conversion content (notably pricing specificity) and likely missing/insufficient crawlable structured data (SoftwareApplication/FAQPage) on key pages—fixing these will most improve “Sociabble pricing” and “Sociabble vs competitor” citation eligibility.
Based on audit of sociabble.com · Oct 7, 2026