AI Visibility
measured18/100
Emerging · in Forms & Surveys
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals61/100
Some gaps
Avg Prompt Score
6
across 301 prompts
AI Share of Voice
6%
across 301 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Forms & Surveys
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 Join It is visible in
2Executive summary
Joinit.com is a B2B membership management SaaS with strong AI-citation inputs from G2 (21 reviews) and a clearly crawlable pricing page with published tiers ($29/$99/$199+). The biggest risk for AI engines is evaluation-stage citation for comparison queries (e.g., “[Brand] vs [Competitor]”)—you have some comparison content, but it’s not clearly structured as a comprehensive first-party comparison matrix across the category.
Based on audit of joinit.com · Sep 2, 2026