Samsara: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about fleet management, Samsara ranks #1 of 15, a Visibility Score of 79 in Fleet Management (and appears in 4 categories of the index).
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.
Samsara owns fleet management; everything else is borrowed ground.
Where it wins. In Fleet Management, Samsara is the clear AI consensus pick: an 80.6% mention rate and a 72% first-pick rate that no rival in the category touches.
Where it loses. Route Planning and Last-Mile Delivery tell a different story, with first-pick rates of 2.8% and 1.4% respectively, and Samsara absent from the budget, startup, and single-choice prompts where buyers actually commit.
AI-generated analysis of the September 2026 measurements.
"The leading fleet management and safety platform"
Homepage self-messaging · September 2026 ranking · the biggest gaps across the index →
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 Samsara. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick
Share of Samsara's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
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 Samsara. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick · Budget & alternatives
Share of Samsara's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
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 Samsara. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Startup & small team · If you could pick one · Budget & alternatives
Share of Samsara's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
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 Samsara. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Startup & small team · Enterprise pick · If you could pick one · Budget & alternatives
Share of Samsara's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Head-to-head: Samsara vs Verizon Connect
Scores are measured from real AI answers, refreshed monthly. Methodology.
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