AI Visibility
measured36/100
Emerging · in Demand Planning
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals60/100
Some gaps
Avg Prompt Score
20
across 160 prompts
AI Share of Voice
19%
across 152 prompts
Critical Issues
3
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.
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.
Forecast Pro is already strongly cited for evaluation-stage demand planning queries via its G2 presence (22 reviews, 4.2★) and first-party pricing that AI can read. The biggest remaining AI-citation risk is conversion/evaluation query coverage for competitor comparisons (e.g., "How does Forecast Pro compare to SAP Integrated Business Planning?"), because first-party vs-competitor pages were not found on forecastpro.com in live search.
Based on audit of forecastpro.com · Aug 30, 2026