AI Visibility
measured66/100
Frequently Cited · in Demand Planning
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
63
across 305 prompts
AI Share of Voice
63%
across 305 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Demand Planning
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 ToolsGroup is visible in
1Executive summary
ToolsGroup is a B2B supply chain planning/demand planning SaaS brand with strong primary-market signals (G2: 49 reviews, 4.5★ per your pre-verified context) and meaningful enterprise analyst visibility (Gartner Magic Quadrant mention on its site and Gartner review page exists). The biggest AI-citation risk is conversion-stage evaluation queries—especially “How much does ToolsGroup cost?”—because the site does not surface a crawlable, public pricing page and there are no first-party “ToolsGroup vs SAP Integrated Business Planning / Anaplan / Coupa / CaptivateIQ / Xero” pages found in live search.
Based on audit of toolsgroup.com · May 23, 2026