AI Visibility
measured16/100
Emerging · in Customer Experience
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals68/100
Solid fundamentals
Avg Prompt Score
8
across 158 prompts
AI Share of Voice
8%
across 158 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Customer Experience
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.
Categories LoudCrowd is visible in
1Executive summary
LoudCrowd is already strongly positioned for AI citation on evaluation-stage queries because it has first-party comparison pages (e.g., LoudCrowd vs Grin) and publicly crawlable pricing with specific tiers (e.g., $999/mo floor). The single highest-ROI fix is to strengthen Structured Data coverage for B2B evaluation/citation (SoftwareApplication + FAQPage targeting the exact evaluation prompts) so AI engines can reliably extract “what it is / how it compares / how much it costs” from LoudCrowd pages rather than falling back to G2.
Based on audit of loudcrowd.com · Oct 3, 2026