Stack AV vs Geotab

Side-by-side comparison of AI visibility scores, market position, and capabilities

Geotab leads in AI visibility (99 vs 25)
Stack AV logo

Stack AV

EmergingTransportation

Autonomous Vehicles

Stack AV is building autonomous vehicle technology for commercial trucking, founded by Argo AI alumni with deep experience in large-scale AV deployment.

AI VisibilityBeta
Overall Score
D25
Category Rank
#6 of 6
AI Consensus
58%
Trend
up
Per Platform
ChatGPT
20
Perplexity
30
Gemini
20

About

Stack AV is an autonomous vehicle company founded in 2022 by former executives and engineers from Argo AI following that company's shutdown. The founding team brings experience building and scaling self-driving systems for both passenger and commercial vehicle applications. Stack AV is focused on the commercial trucking market, developing autonomous driving software designed for long-haul freight operations. The company raised $150M in Series A funding led by SoftBank to accelerate development of its autonomous trucking system. Stack AV is developing a full-stack autonomous driving solution covering perception, prediction, planning, and mapping optimized for the operational design domain of highway freight. The company benefits from its founders' experience navigating the technical and regulatory challenges of AV deployment at scale. Stack AV represents the continued consolidation of AV talent into trucking applications as the industry pivots from passenger autonomy toward the freight sector where economics and regulatory pathways are more favorable.

Full profile
Geotab logo

Geotab

LeaderTransportation

Fleet Telematics

Mississauga fleet telematics with 4M connected vehicles and open SDK platform; privately-held $700M+ revenue competing with Samsara and Verizon Connect for commercial fleet GPS and driver safety.

AI VisibilityBeta
Overall Score
A99
Category Rank
#1 of 1
AI Consensus
76%
Trend
up
Per Platform
ChatGPT
99
Perplexity
90
Gemini
99

About

Geotab is a Mississauga, Ontario-based fleet telematics company providing GPS vehicle tracking, driver behavior monitoring, EV fleet management, regulatory compliance (ELD, Hours of Service), and open platform analytics for commercial fleet operators globally — serving over 4 million connected vehicles across 45,000+ customers including Waste Management, PepsiCo, and hundreds of municipalities worldwide. Founded in 2000 by Neil Cawse and privately held (declined acquisition offers), Geotab generates an estimated $700 million+ in annual revenue as one of the largest fleet telematics platforms globally by vehicle count.

Full profile

AI Visibility Head-to-Head

25
Overall Score
99
#6
Category Rank
#1
58
AI Consensus
76
up
Trend
up
20
ChatGPT
99
30
Perplexity
90
20
Gemini
99
23
Claude
96
36
Grok
99

Key Details

Category
Autonomous Vehicles
Fleet Telematics
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Stack AV
Autonomous Vehicles
Only Geotab
Fleet Telematics

Integrations

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.