AI Visibility
measured34/100
Emerging · in Education & LMS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals44/100
Some gaps
Avg Prompt Score
13
across 154 prompts
AI Share of Voice
8%
across 138 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.
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.
Newsela is likely to be cited by AI engines for education/ELA software discovery and teacher-facing “what is it” questions, but it’s at a major disadvantage for evaluation-stage queries that require crawlable pricing and structured product metadata. The single highest-ROI fix is to publish crawlable, tiered pricing (or pricing tables) and add B2B-focused structured data (SoftwareApplication + FAQPage) on product pages so AI can confidently answer “pricing/cost” and “evaluation” prompts from Newsela’s own domain.
Based on audit of newsela.com · Aug 30, 2026