AI Visibility
measured22/100
Emerging · in HR
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
11
across 174 prompts
AI Share of Voice
11%
across 174 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in HR
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 GaggleAMP is visible in
1Executive summary
GaggleAMP is a B2B employee advocacy SaaS with strong AI citation likelihood via high review presence on G2 (372 reviews) and meaningful secondary signals on Capterra (36 reviews) and TrustRadius (25 reviews). The biggest risk to appearing in evaluation-stage AI answers is missing/unclear first-party evaluation assets (notably SoftwareApplication/FAQPage structured data and first-party comparison pages), which limits the brand’s ability to be cited for “vs/alternatives/pricing” queries.
Based on audit of gaggleamp.com · Oct 3, 2026