AI Visibility
measured10/100
Emerging · in Demand Planning
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals54/100
Some gaps
Avg Prompt Score
9
across 137 prompts
AI Share of Voice
9%
across 137 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in Demand Planning
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.
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 Descartes Finale Inventory is visible in
1Executive summary
Descartes Finale Inventory is a B2B inventory management SaaS with strong third-party review authority (G2: 41 reviews, 4.8★ per your pre-verified context) and a publicly crawlable pricing page (plans start from $499/month). The biggest AI-citation risk is evaluation-stage coverage: while first-party comparison content exists (e.g., Fishbowl vs Finale), there’s no evidence (from live checks) of SoftwareApplication/FAQPage structured data and no evidence of first-party comparison pages for the other key competitors (Acctivate, Zoho, inFlow, Sortly) that match your exact comparison prompts.
Based on audit of finaleinventory.com · Jun 26, 2026