Category · Logistics tech · live data
| # | Brand | Coverage | Presence | Avg rank | SoV | Score |
|---|---|---|---|---|---|---|
| 01 | Descartes |     | 84% | 4.1 | 4.4% | 74 |
| 02 | Samsara | | 82% | 4.8 | 3.9% | 65 |
| 03 | Webfleet | | 81% | 5.0 | 3.8% | 63 |
| 04 | Verizon Connect | | 81% | 5.0 | 3.8% | 63 |
| 05 | Route4Me | | 80% | 5.1 | 3.7% | 61 |
| 06 | project44 | | 68% | 6.2 | 2.8% | 47 |
| 07 | Shippeo | | 68% | 6.3 | 2.8% | 46 |
| 08 | Premier Logitech | | 68% | 6.3 | 2.8% | 46 |
| 09 | MercuryGate TMS | | 68% | 6.4 | 2.7% | 45 |
| 10 | Geotab | | 67% | 6.5 | 2.6% | 44 |
| 11 | Rose Rocket | | 67% | 6.5 | 2.6% | 44 |
| 12 | Infios | | 67% | 6.6 | 2.5% | 42 |
| 13 | Onfleet | | 67% | 6.6 | 2.5% | 42 |
| 14 | TomTom | | 66% | 6.7 | 2.5% | 41 |
| 15 | Magaya | | 66% | 6.7 | 2.5% | 41 |
| 16 | Turvo | | 66% | 6.8 | 2.4% | 40 |
| 17 | Evera Fleet | | 65% | 7.0 | 2.3% | 38 |
| 18 | Blue Yonder | | 56% | 7.2 | 2.1% | 35 |
| 19 | Alpega TMS | | 54% | 7.8 | 1.7% | 28 |
| 20 | FourKites | | 54% | 7.8 | 1.7% | 28 |
Presence = share of prompts where the brand is cited · Avg rank = mean position when cited · SoV = share of voice across the category · First measured edition; trends begin next edition.
Which transportation & logistics brands are most cited by AI assistants?
Descartes ranks #1 with a score of 74/100, ahead of Samsara (65/100) and Webfleet (63/100). Measured across ChatGPT, Perplexity, Gemini and Claude for the query “best fleet management and TMS software for logistics companies”.
Do AI assistants agree on which transportation & logistics brands to recommend?
Engine opinions diverge significantly in transportation & logistics: no brand is cited identically by all four assistants. Gemini in particular surfaces brands the other engines do not mention. This reflects differences in each engine training data and retrieval sources rather than a single correct ranking.
Which transportation & logistics brands are invisible to AI assistants?
3 of 20 brands are cited by one engine or fewer, including Blue Yonder, Alpega TMS, FourKites. Being functionally invisible to AI assistants ahead of a high-intent buyer query is a growing risk for vendors with otherwise solid market presence.
How is the AI visibility score calculated, and how is it different from SEO?
The score (0–100) combines five dimensions: coverage across engines, presence rate, average rank when cited, share of voice, and citation consistency. Unlike SEO, it measures whether a model names your brand inside its synthesized answer — not whether a link ranks on a results page. Full methodology at /methodology/.