AI Visibility
measured18/100
Emerging · in Document Collaboration
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
8
across 300 prompts
AI Share of Voice
8%
across 300 prompts
Critical Issues
5
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 Suralink is visible in
2Executive summary
Suralink is a B2B accounting workflow SaaS with strong AI-citation inputs from G2 (178 reviews, 4.5/5) and Capterra (400 reviews, 4.7). The biggest risk to appearing in evaluation-stage AI answers is missing/unclear first-party evaluation surfaces (notably SoftwareApplication/FAQPage structured data and crawlability signals like robots.txt/llms.txt), which limits direct citation for “pricing” and “vs/alternatives” queries.
Based on audit of suralink.com · Oct 9, 2026