AI Visibility
measured22/100
Emerging · in Workflow Automation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals54/100
Some gaps
Avg Prompt Score
72
across 24 prompts
AI Share of Voice
100%
across 8 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Workflow Automation
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.
Executive summary
Redwood is strongly positioned for AI citation in evaluation-stage queries because it has substantial third-party review presence (e.g., G2 seller page) and Gartner Peer Insights reviews. The single highest-ROI fix is to ensure first-party, brand-led evaluation surfaces (especially SoftwareApplication/FAQPage schema and crawlable comparison/evaluation pages) so AI engines can cite Redwood directly for “vs/alternatives/pricing” queries rather than relying mostly on third-party sources.
Based on audit of redwood.com · Sep 29, 2026