AI Visibility
measured34/100
Emerging · in Point of Sale
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals2/100
Weak fundamentals
Avg Prompt Score
9
across 156 prompts
AI Share of Voice
9%
across 156 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Point of Sale
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.
ConnectPOS is a B2B cloud POS/omnichannel platform with meaningful third-party visibility (e.g., G2 has 26 reviews with a ~4.7/5 rating shown on the G2 product page, and Trustpilot shows 306 reviews with a 4.7/5 TrustScore). The biggest AI-citation risk is conversion-stage crawlability: the site’s “pricing” surface appears to be a content guide rather than a clear, tiered pricing page with specific prices, so models can’t reliably cite pricing.
Based on audit of connectpos.com · Jun 7, 2026