Electric Commercial Vans & Light Trucks
Battery-electric and plug-in-hybrid light commercial vehicles and work vans designed for cargo, delivery, and utility fleet use.
Ford is the default answer in AI responses for Electric Commercial Vans & Light Trucks
When users ask ChatGPT, Claude, or Gemini about Electric Commercial Vans & Light Trucks, Ford is the brand that surfaces first - unprompted, consistently, and usually at the top of any list the model generates. Mercedes-Benz is a close second, but the gap between them is meaningful. If you're competing in this space and you're not in the top handful, you're effectively invisible to AI-driven discovery.
Brand Leaderboard All 34 Electric Commercial Vans & Light Trucks brands ranked
Ranked by overall AI Visibility Score (smoothed geometric mean of LBA, Authority, and TOM with an LBA-based floor on Authority and TOM, see methodology). Click any brand for the full report.
| # | Brand | LBA | Authority | TOM | Overall |
|---|---|---|---|---|---|
| 1 |
 Ford
ford.com
|
83 | 100 | 100 | 94 |
| 2 |
 Mercedes-Benz
mercedes-benz.com
|
87 | 51 | 66 | 67 |
| 3 |
 Chevrolet
chevrolet.com
|
74 | 51 | 68 | 64 |
| 4 |
B
BrightDrop
brightdrop.com
|
64 | 50 | 61 | 58 |
| 5 |
 Ram
ramtrucks.com
|
60 | 40 | 50 | 49 |
| 6 |
 Rivian
rivian.com
|
72 | 19 | 74 | 47 |
| 7 |
 Volkswagen
vw.com
|
73 | 7 | 22 | 25 |
| 8 |
 Peugeot
peugeot.com
|
78 | 8 | 14 | 22 |
| 9 |
 Renault
renault.com
|
80 | 8 | 13 | 22 |
| 10 |
 Ford Pro
fordpro.com
|
84 | 8 | 8 | 20 |
| 11 |
 BYD
byd.com
|
70 | 7 | 7 | 17 |
| 12 |
 FUSO
fuso-trucks.com
|
67 | 7 | 7 | 17 |
| 13 |
 Fiat Professional
fiatprofessional.com
|
64 | 6 | 6 | 16 |
| 14 |
 Iveco
iveco.com
|
67 | 7 | 7 | 16 |
| 15 |
 Isuzu Trucks
isuzutrucks.com
|
55 | 5 | 5 | 14 |
| 16 |
M
Maxus
saicmaxus.com
|
48 | 5 | 7 | 14 |
| 17 |
C
Canoo
canoo.com
|
51 | 5 | 5 | 13 |
| 18 |
 StreetScooter
streetscooter.com
|
53 | 5 | 5 | 13 |
| 19 |
 Xos
xostrucks.com
|
51 | 5 | 5 | 13 |
| 20 |
 Arrival
arrival.com
|
46 | 5 | 5 | 12 |
| 21 |
 Bollinger Motors
bollingermotors.com
|
45 | 5 | 5 | 12 |
| 22 |
 Cenntro
cenntroauto.com
|
47 | 5 | 5 | 12 |
| 23 |
 Euler Motors
eulermotors.com
|
49 | 5 | 5 | 12 |
| 24 |
F
Foton
foton.com.cn
|
47 | 5 | 5 | 12 |
| 25 |
J
JAC
jac.com.cn
|
49 | 5 | 5 | 12 |
| 26 |
 SEA Electric
seaelectric.com
|
46 | 5 | 5 | 12 |
| 27 |
 Tevva
tevva.com
|
45 | 5 | 5 | 12 |
| 28 |
F
Farizon
farizonauto.com
|
44 | 4 | 4 | 11 |
| 29 |
 Volta Trucks
voltatrucks.com
|
42 | 4 | 4 | 11 |
| 30 |
 Altigreen
altigreen.com
|
37 | 4 | 4 | 10 |
| 31 |
 Workhorse
workhorse.com
|
39 | 4 | 4 | 10 |
| 32 |
R
RIZON
rizontruck.com
|
30 | 3 | 3 | 8 |
| 33 |
 Tropos Motors
troposmotors.com
|
28 | 3 | 3 | 8 |
| 34 |
 President
nissan-global.com
|
5 | 1 | 1 | 2 |
How is this calculated? Methodology
Every brand in this leaderboard is scored against the same set of 269 shared Electric Commercial Vans & Light Trucks prompts. The same prompts, same model, same iterations. So differences in scores reflect actual differences in AI visibility, not differences in measurement.
Overall AI Visibility Score
composite = ((LBA + 5)(Authority + 5)(TOM + 5))^(1/3) - 5. The floor keeps brands the model clearly recognises but doesn't yet recommend from collapsing to zero, while a single genuinely weak metric still pulls the composite down. Full methodology.
Shared industry prompts
Latent Brand Association (LBA)
quality × meta × stability × share × recognition × 100. Read the full LBA methodology →