September 2026 snapshot · 72 AI answers Locked up

Fleet Management: AI Visibility Ranking

Telematics and fleet operations software covering vehicle tracking, maintenance, and driver management. Right now, Samsara is the brand AI assistants recommend most, with a Visibility Score of 79 and the #1 spot in 72% of answers. Head-to-head: Samsara vs Verizon Connect →

These rankings are measured from what the three models know from training, not a live web search. When the models DO search the web, see which sources they cite. Methodology.

Samsara dominates fleet management; everyone else is far behind.

Samsara is the clear default answer for fleet management AI recommendations, scoring 79 against a field where the next closest brand sits at 51. Its dominance holds across all three models, with Claude and ChatGPT both scoring it above 85, while even its weakest model score of 66 from Gemini still outpaces most competitors overall. Fleetio, Motive, and Verizon Connect cluster within 3 points of each other for second, but none has cracked the first-pick habit that Samsara has effectively monopolized at 72%.

AI-generated analysis of the September 2026 measurements.

#	Brand	Visibility Score	Trend (2 mo)	Mention rate	Avg. position	#1 pick rate	Models
1	Samsara	79 ±2.6	flat	81%	1.2	72%	ChatGPT #1 Claude #1 Gemini #1
2	Verizon Connect	51 ±4.9	flat	64%	3.0	0%	ChatGPT #3 Claude #2 Gemini #5
3	Fleetio	49 ±4.8	flat	65%	3.6	10%	ChatGPT #6 Claude #3 Gemini #2
4	Motive	48 ±5.4	flat	61%	3.2	0%	ChatGPT #2 Claude #5 Gemini #3
5	Geotab	43 ±3.5	flat	56%	3.2	0%	ChatGPT #5 Claude #4 Gemini #4
6	Azuga	28 ±4.9	flat	42%	4.4	1%	ChatGPT #4 Claude #6 Gemini #6
7	Whip Around	7 ±3.2	flat	11%	4.5	0%	ChatGPT #11 Claude #11 Gemini #7
8	Okta	7 ±3.2	flat	8%	2.8	1%	ChatGPT #13 Claude #8 Gemini #8
9	Microsoft Entra ID	6 ±1.6	▲ 4	7%	2.6	4%	ChatGPT Claude #7 Gemini #9
10	Lytx	5 ±2.9	▲ 5	14%	7.2	0%	ChatGPT #12 Claude #10 Gemini
11	AUTOsist	5 ±0.5	▲ 1	8%	4.7	0%	ChatGPT #9 Claude #12 Gemini
12	Verizon Connect Reveal	5 ±3.1	flat	7%	3.8	0%	ChatGPT #7 Claude #14 Gemini
13	GPS Trackit	5 ±3.5	flat	10%	6.1	0%	ChatGPT #8 Claude #15 Gemini
14	Fleet Complete	5 ±3	flat	10%	6.1	0%	ChatGPT #10 Claude #13 Gemini
15	Teletrac Navman	4 ±3.6	flat	10%	6.4	0%	ChatGPT #14 Claude #9 Gemini

The ± under each score is the reliability band: how much the number would move if we re-ran the identical measurement. It is tight because each prompt is sampled multiple times. It is not the same as how much the ranking depends on which prompts we ask — a separate, wider figure shown on hover.

Just below the cutoff: Quartix (4.2), Bouncie (4.2), RTA Fleet Management (3.6), Ping Identity (3.3), AWS (3.3). 60 brands were scored in this category; the leaderboard shows the top 15.

Visibility Score: position-weighted presence across all measured answers, 0 to 100. A score of 100 means the brand was the first recommendation in every answer. Every point in a trend line is a live monthly measurement; there is no modeled or backfilled history. Full methodology.

Openness 21/100: the share of this category's recommendation weight not held by the leader.

Compare brands in Fleet Management head-to-head → · Explore the prompt tree →

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Do the models agree?

Per-model Visibility Scores for the top 10. A long gray bar means the three assistants disagree about the brand. Hover a row for exact values.

ChatGPT Claude Gemini

Where they land in the answer

When a brand is mentioned, where does it appear? Box shows the middle 50% of positions, the thick line is the median, whiskers are the extremes. Hover a row for the detail.