AI Visibility
measured52/100
Frequently Cited · in Community Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals49/100
Some gaps
Avg Prompt Score
45
across 176 prompts
AI Share of Voice
45%
across 176 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Community 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.
Hivebrite is strongly positioned for AI citation in evaluation-stage queries because it has a high-signal G2 presence (4.5/5 with 268 reviews and a Grid leader badge). The biggest risk for conversion-stage and evaluation comparisons is missing/uncrawlable first-party structured evaluation surfaces (notably SoftwareApplication/FAQPage/llms.txt signals were not found in live checks), so AI engines may rely on third-party pricing/reviews instead of citing Hivebrite pages directly.
Based on audit of hivebrite.com · Oct 5, 2026