AI Visibility
measured45/100
Frequently Cited · in Social Media Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals11/100
Weak fundamentals
Avg Prompt Score
17
across 173 prompts
AI Share of Voice
17%
across 173 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Social Media 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.
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.
mention.com is a strong B2B candidate for AI citation because it has substantial G2 review volume (442 reviews) and publicly crawlable pricing plus first-party competitor comparison content. The biggest risk is evaluation-stage “vs/alternatives” citation quality: ensure your first-party comparison pages are structured as brand-led recommendations (not competitor-led) and add/verify SoftwareApplication + FAQPage structured data so AI engines can confidently extract pricing, fit, and integration answers.
Based on audit of mention.com · Sep 30, 2026