AI Visibility
measured74/100
Frequently Cited · in Contract Lifecycle Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals18/100
Weak fundamentals
Avg Prompt Score
92
across 573 prompts
AI Share of Voice
93%
across 554 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Contract Lifecycle 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 Ironclad is visible in
1Executive summary
AI citation readiness for the CLM software brand is likely weak because ironclad.com appears to be primarily a non-software consumer/manufacturing site (e.g., product pages like gloves/warranty) rather than the CLM SaaS domain. The single highest-ROI fix is to ensure the correct CLM SaaS entity/domain is used for Ironclad (e.g., ironcladapp.com / ironclad.ai) and then implement B2B SaaS structured data + first-party comparison/pricing pages on that correct domain.
Based on audit of ironclad.com · Apr 1, 2026