AEO Score
1
Limited Presence
Avg Prompt Score
5
across 288 prompts
AI Share of Voice
5%
across 288 prompts
Critical Issues
6
critical + high
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.
TopClass is a B2B association LMS with meaningful AI-citation potential via G2 (14 reviews, 4.1/5) and strong first-party FAQ-style content on category pages. The biggest risk to being cited in evaluation/conversion queries is missing/uncrawlable pricing and lack of first-party comparison pages (no evidence found), which prevents AI engines from confidently recommending it in “alternatives” and “pricing” patterns.
Based on audit of topclasslms.com · Jun 6, 2026