AI Visibility
measured43/100
Frequently Cited · in Field Service & Workforce
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals8/100
Weak fundamentals
Avg Prompt Score
34
across 363 prompts
AI Share of Voice
34%
across 363 prompts
Critical Issues
3
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 Geotab is visible in
2Executive summary
Geotab is already well-positioned for AI citation on evaluation-stage comparison queries—especially “How does Geotab compare to Samsara?” where first-party content exists. The single highest-ROI fix is to expand first-party comparison coverage beyond Samsara (to Motive, Verizon Connect, Powerfleet, and Lytx) and add crawlable, tiered pricing content so conversion-stage prompts like “How much does Geotab cost?” can be answered from geotab.com rather than only third parties.
Based on audit of geotab.com · May 20, 2026