AUTOsist: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about fleet management, AUTOsist ranks #11 of 15, a Visibility Score of 5 in Fleet Management .
These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.
AUTOsist runs one race in fleet management and barely finishes.
Where it wins. Its only foothold is the budget and alternatives conversation in fleet management, where an 8% mention rate keeps it technically visible among 15 ranked tools.
Where it loses. Ranked 11th with zero first-pick selections, it never anchors a recommendation, and the AI models omit it entirely from every theme that matters to real purchase decisions, including best overall, use-case fit, and enterprise pick.
AI-generated analysis of the September 2026 measurements.
ChatGPT 
Claude 
Gemini Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
Share of each theme's answers that mention AUTOsist. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Use-case fit · Top tools in 2026 · Startup & small team · Enterprise pick · Feature-led ask · If you could pick one
Share of AUTOsist's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Scores are measured from real AI answers, refreshed monthly. Methodology.
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