AI Visibility
measured45/100
Frequently Cited · in Field Service & Workforce
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals9/100
Weak fundamentals
Avg Prompt Score
18
across 160 prompts
AI Share of Voice
18%
across 160 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in Field Service & Workforce
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 ServiceM8 is visible in
1Executive summary
ServiceM8 is a B2B field service/job management SaaS with meaningful AI-citation signals from G2 (15 reviews, 3.8/5) and TrustRadius (3 reviews). The biggest risk for AI shortlists is evaluation-stage citation: there is no clear evidence of first-party “[ServiceM8] vs [Competitor]” comparison pages on servicem8.com, so AI engines likely rely on third-party comparisons instead of citing ServiceM8 directly.
Based on audit of servicem8.com · Oct 4, 2026