AEO Score
4
Limited Presence
Avg Prompt Score
13
across 381 prompts
AI Share of Voice
13%
across 381 prompts
Critical Issues
4
critical + high
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.
Categories Element451 is visible in
2Executive summary
Element451 is a B2B higher-ed AI agent/CRM platform and is already visible in AI via first-party evaluation content (e.g., Salesforce comparison pages) and strong social authority (LinkedIn). The biggest AI-citation risk is evaluation-stage coverage: G2 has only 1 review (no “buying insight”), and there’s no evidence of SoftwareApplication/FAQPage structured data or crawlable pricing tiers beyond a calculator—so AI engines may avoid citing it for “best [category]” and “Element451 pricing” prompts.
Based on audit of element451.com · May 7, 2026