AI Visibility
measured62/100
Frequently Cited · in Nonprofit Software
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
58
across 338 prompts
AI Share of Voice
58%
across 338 prompts
Critical Issues
3
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 Neon CRM is visible in
1Executive summary
Neon One is a B2B nonprofit CRM suite with strong AI citation inputs from G2 (425 reviews) and public, tiered pricing (e.g., starting at $99/month for CRM). The biggest AI citation risk is evaluation-stage coverage: while first-party comparison pages exist (e.g., Neon CRM vs Blackbaud Raiser’s Edge NXT), there’s no evidence of SoftwareApplication/FAQPage structured data and no confirmed llms.txt/robots.txt crawlability signals, which can reduce how often AI engines can quote and recommend the brand.
Based on audit of neonone.com · Jun 4, 2026