AI Visibility
measured27/100
Emerging · in SEO Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals4/100
Weak fundamentals
Avg Prompt Score
20
across 177 prompts
AI Share of Voice
20%
across 177 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in SEO Tools
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 Nightwatch is visible in
1Executive summary
Nightwatch is strongly positioned for AI citation in evaluation/conversion queries because it has a high-signal G2 presence (64 reviews, 4.7★) and publicly crawlable pricing with specific tiers. The biggest remaining risk for AI engines is missing/uncertain structured-data coverage for B2B evaluation (SoftwareApplication/FAQPage) and ensuring first-party comparison pages exist and are crawlable for the exact competitor comparison prompts (Semrush, Ahrefs).
Based on audit of nightwatch.io · Sep 29, 2026