September 2026 snapshot · 72 AI answers Greenfield

Trucking & Carrier Management: AI Visibility Ranking

Fleet and operations software for trucking carriers covering dispatch, loads, drivers, and compliance. Right now, Motive is the brand AI assistants recommend most, with a Visibility Score of 39 and the #1 spot in 11% of answers. Head-to-head: Motive vs McLeod Software →

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.

Four brands within 8 points, no one pulling away.

Motive leads McLeod Software by just 1 point, and the gap between first and fourth is narrower than most categories produce. Model loyalty is the real story: Rose Rocket scores 62 on Gemini yet only 13 on ChatGPT, while McLeod flips that dynamic with a 49 on Claude. Samsara is the one name that avoids extreme swings, sitting in the low 30s across all three models.

AI-generated analysis of the September 2026 measurements.

#	Brand	Visibility Score	Mention rate	Avg. position	#1 pick rate	Models
1	Motive	39 ±7.1	60%	4.6	11%	ChatGPT #1 Claude #5 Gemini #2
2	McLeod Software	38 ±5.6	47%	3.1	13%	ChatGPT #3 Claude #1 Gemini #4
3	Rose Rocket	36 ±4.5	51%	4.1	11%	ChatGPT #8 Claude #2 Gemini #1
4	Samsara	31 ±7.2	44%	4.0	6%	ChatGPT #2 Claude #3 Gemini #5
5	Tailwind TMS	24 ±6.5	33%	3.9	3%	ChatGPT #6 Claude #4 Gemini #6
6	Axon Software	22 ±5.8	31%	3.7	7%	ChatGPT #5 Claude #7 Gemini #7
7	TruckingOffice	21 ±4.2	28%	3.6	10%	ChatGPT #9 Claude #8 Gemini #3
8	Oracle Transportation Management	12 ±2.5	14%	2.1	6%	ChatGPT #11 Claude #6 Gemini #9
9	Truckbase	12 ±3	17%	4.0	4%	ChatGPT #4 Claude Gemini
10	Rigbooks	11 ±3.5	15%	4.0	0%	ChatGPT #12 Claude #10 Gemini #8
11	MercuryGate	7 ±4.2	10%	3.9	1%	ChatGPT #10 Claude #12 Gemini #13
12	AscendTMS	7 ±4.5	11%	4.9	0%	ChatGPT #7 Claude #14 Gemini #14
13	Microsoft Entra ID	7 ±2.5	7%	1.4	6%	ChatGPT Claude #9 Gemini #11
14	Turvo	6 ±4.1	11%	5.3	1%	ChatGPT #14 Claude #11 Gemini #12
15	Blue Yonder	6 ±2.9	8%	3.5	0%	ChatGPT #13 Claude #13 Gemini #10

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: Aljex (6.2), Okta (6.1), TruckLogics (5.1), Axele TMS (5.1), TMW Suite (5). 107 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 62/100: the share of this category's recommendation weight not held by the leader.

Compare brands in Trucking & Carrier 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.