AI Visibility
measured51/100
Frequently Cited · in Field Service & Workforce
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals—
Not audited yet
Avg Prompt Score
8
across 168 prompts
AI Share of Voice
8%
across 166 prompts
Shortlist Position
16/50
Challenger · Field Service Discovery
How AI Visibility breaks down
in Field Service & Workforce
Composite = 60% coverage + 40% engine breadth, 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.
Your visibility gap
FieldEdge surfaces in 16/50 Field Service discovery prompts. Claim this profile to see which 34 prompts you're missing and how to win them.
FieldEdge surfaces in 16 of 50 Field Service discovery prompts across AI engines. This data is pre-computed from category prompt runs — run a full audit to generate detailed recommendations.
Based on audit of fieldedge.com · Aug 28, 2026