AI Visibility
measured22/100
Emerging · in Project Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals52/100
Some gaps
Avg Prompt Score
3
across 532 prompts
AI Share of Voice
3%
across 532 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Project Management
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.
firstdue.com is a B2B fire/EMS software platform with meaningful AI-citation signals from G2 (44 reviews) and multiple first-party customer success stories. The biggest AI visibility risk is evaluation-stage citation: the site appears to lack crawlable, first-party pricing and first-party comparison pages that AI engines can reliably use for “alternatives to” and “vs” style queries.
Based on audit of firstdue.com · Oct 2, 2026