AI Visibility
measured16/100
Emerging · in AI Agents
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals6/100
Weak fundamentals
Avg Prompt Score
20
across 402 prompts
AI Share of Voice
20%
across 402 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in AI Agents
Composite = 60% coverage + 40% engine breadth, 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.
lindy.ai is a B2B AI agent/workflow automation SaaS and already has strong AI-citation inputs from G2 (170 reviews on its G2 seller page) plus multiple first-party, outcome-dense case studies. The biggest remaining risk for AI engines is evaluation-stage citation for comparison/pricing queries: while pricing is public and tiered, there’s no clear evidence (from live checks) of SoftwareApplication/FAQPage structured data and there are no visible Gartner/Forrester/IDC enterprise analyst signals.
Based on audit of lindy.ai · May 6, 2026