AI Visibility
measured36/100
Emerging · in Inventory Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals45/100
Some gaps
Avg Prompt Score
83
across 46 prompts
AI Share of Voice
100%
across 29 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Inventory 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.
Executive summary
SOS Inventory is a B2B inventory/order/manufacturing software product with strong pricing transparency and meaningful third-party review presence (G2 + Capterra). The biggest AI-citation risk is evaluation-stage crawlability/structured extraction: there’s no evidence of first-party comparison pages and no evidence of SoftwareApplication/FAQPage/AggregateRating structured data on the site, which limits “alternatives to SOS Inventory” and “SOS Inventory vs X” query inclusion.
Based on audit of sosinventory.com · Aug 29, 2026