AI Visibility
measured59/100
Frequently Cited · in Education & LMS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
97
across 194 prompts
AI Share of Voice
100%
across 178 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Education & LMS
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
d2l.com is a B2B learning platform vendor (D2L Brightspace) with strong AI-citation inputs from third-party review ecosystems: 634 G2 reviews at 4.4/5 and 81 TrustRadius reviews at 7.4/10. The single highest-ROI fix is to improve evaluation-stage crawlability/structured extraction: ensure pricing is fully crawlable with specific tiers (current pricing is gated via contact-sales) and add/verify SoftwareApplication + FAQPage structured data so AI engines can cite “pricing” and “vs/alternatives” directly from first-party pages.
Based on audit of d2l.com · May 6, 2026