AI Visibility
measured33/100
Emerging · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals66/100
Solid fundamentals
Avg Prompt Score
83
across 32 prompts
AI Share of Voice
100%
across 15 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Vertical SaaS
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.
Executive summary
Projectworks is highly likely to be cited by AI engines for evaluation and conversion queries because it has strong third-party review presence (238 reviews on G2) and publicly crawlable pricing with a 21-day free trial. The biggest citation risk is structured-data/AI-discoverability readiness (e.g., SoftwareApplication/FAQPage/LLMs.txt) and ensuring evaluation-stage pages (pricing + comparisons) are fully machine-readable for AI crawlers.
Based on audit of projectworks.com · Aug 29, 2026