AI Visibility
measured18/100
Emerging · in Inventory Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals5/100
Weak fundamentals
Avg Prompt Score
5
across 294 prompts
AI Share of Voice
5%
across 294 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.
Categories Sumtracker is visible in
2Executive summary
Sumtracker is likely to be cited by AI engines for evaluation-stage queries because it has a strong G2 presence (38 reviews, 4.7/5) and publicly crawlable pricing ($49/month starting, 14-day free trial). The highest-risk citation pattern is conversion-stage “Sumtracker pricing / plans” and evaluation-stage “Sumtracker vs competitor” where AI needs crawlable, structured product/pricing/comparison content (not just blog posts). Highest-ROI fix: add/verify SoftwareApplication + FAQPage structured data across product/pricing/comparison pages and ensure first-party comparison pages are indexed and clearly lead with Sumtracker as the recommended option.
Based on audit of sumtracker.com · May 7, 2026