AI Visibility
measured16/100
Emerging · in Community Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals53/100
Some gaps
Avg Prompt Score
4
across 331 prompts
AI Share of Voice
4%
across 331 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Community Management
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 Springly is visible in
2Executive summary
Springly is a B2B nonprofit CRM SaaS brand with strong primary review visibility on G2 (28 reviews, 4.2★) and first-party evaluation content including multiple “[Brand] vs [Competitor]” pages (e.g., Wild Apricot, Bloomerang, Little Green Light, QuickBooks). The highest-risk gap for AI citation is technical/structured readiness: the site’s SoftwareApplication/FAQPage/AggregateRating signals could not be verified via live search, and robots.txt/llms.txt crawlability checks were inaccessible—so AI engines may not reliably cite pricing and evaluation pages.
Based on audit of springly.org · Sep 29, 2026