AI Visibility
measured38/100
Emerging · in Learning Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals41/100
Some gaps
Avg Prompt Score
90
across 51 prompts
AI Share of Voice
100%
across 42 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Learning 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
EdCast is a B2B LXP with strong third-party review presence (28 G2 reviews at 4.5★), but its own domain is effectively non-crawlable for AI crawlers right now (edcast.com returns 403), which blocks first-party citation for evaluation and pricing queries. The single highest-ROI fix is to restore AI-crawl access (SSR + bot-allowed) for core pages that answer: "How does EdCast compare to Cornerstone Learning?" and "How much does EdCast cost?".
Based on audit of edcast.com · Aug 29, 2026