AI Visibility
measured25/100
Emerging · in Government & Public Sector
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals40/100
Some gaps
Avg Prompt Score
8
across 287 prompts
AI Share of Voice
8%
across 287 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Government & Public Sector
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 Cityworks AMS is visible in
2Executive summary
Cityworks is a B2B asset management/permitting SaaS with meaningful third-party visibility (e.g., G2 has 14 reviews at 3.9). The biggest AI-citation risk is conversion-stage evaluation queries like “Cityworks pricing” and “Cityworks vs competitor” because cityworks.com redirects to Trimble and there’s no clear first-party, crawlable pricing/comparison surface on cityworks.com itself.
Based on audit of cityworks.com · Aug 31, 2026