AI Visibility
measured18/100
Emerging · in Document Collaboration
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals52/100
Some gaps
Avg Prompt Score
9
across 164 prompts
AI Share of Voice
9%
across 164 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.
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.
Workstorm is likely to be cited by AI engines for category discovery because it has strong G2 presence (41 reviews, 4.4★ per your pre-verified context) and a publicly crawlable pricing page with plan differentiation (Guided Trial vs Enterprise). The biggest citation risk is evaluation-stage comparison queries (e.g., "How does Workstorm compare to Slack?" and the other competitor-specific prompts) because no first-party "Workstorm vs Slack/Teams/Zoom Workplace/Google Workspace/Webex Suite" pages were found in live search.
Based on audit of workstorm.com · Oct 5, 2026