AI Visibility
measured25/100
Emerging · in ERP & Supply Chain
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals54/100
Some gaps
Avg Prompt Score
10
across 428 prompts
AI Share of Voice
10%
across 428 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in ERP & Supply Chain
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 Kodiak Hub is visible in
1Executive summary
Kodiak Hub is a B2B SRM (Supplier Relationship Management) SaaS with strong third-party review presence (G2 and Capterra) and credible procurement positioning, so it’s likely to be cited for evaluation-stage queries. The biggest AI-citation blocker is conversion-stage crawlability: the site appears to rely on “Book a demo” rather than a publicly crawlable, tiered pricing page, and there’s no evidence of SoftwareApplication/FAQPage structured data for evaluation queries.
Based on audit of kodiakhub.com · Sep 30, 2026