AtoB vs Grok

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

Grok leads in AI visibility (49 vs 43)
AtoB logo

AtoB

ChallengerLogistics & Supply Chain

General

SF YC W20 fleet fuel card for trucking at $264M total ($130M General Catalyst Series C Sep 2024 at $800M val); 500% revenue growth with 45¢/gallon average savings competing with WEX and Fleetcor for small trucking carrier payment infrastructure.

AI VisibilityBeta
Overall Score
C43
Category Rank
#155 of 1158
AI Consensus
68%
Trend
stable
Per Platform
ChatGPT
50
Perplexity
40
Gemini
45

About

AtoB is a San Francisco-based fuel card and fleet payment platform for the trucking industry — backed by Y Combinator (W20) with $264 million in total funding including a $130 million Series C in September 2024 led by General Catalyst at an $800 million valuation — providing small and medium-sized trucking businesses with the AtoB Carrier Wallet for fuel expense management and non-fuel business expenses, averaging 45 cents per gallon savings and up to $2.00 maximum savings through strategic fuel network partnerships including Uber Freight. Founded in 2019 by Tushar Misra, Vignan Velivela, and Harshita Arora, AtoB achieved 500% revenue and volume growth in the year preceding the Series C, serving the trucking industry's need for modern fleet financial management without the credit barriers and fee structures of legacy fleet cards.

Full profile
Grok logo

Grok

ChallengerAI & Machine Learning

AI Assistant

AI assistant by xAI (Elon Musk); Grok 3 topped reasoning benchmarks in Feb 2025; 1M+ paying subscribers in week one; real-time X post access; distributed via X Premium; xAI valued at $24B.

AI VisibilityBeta
Overall Score
C49
Category Rank
#4 of 4
AI Consensus
59%
Trend
up
Per Platform
ChatGPT
43
Perplexity
49
Gemini
51

About

Grok is the AI assistant developed by xAI, Elon Musk's AI company founded in 2023, and distributed primarily through X (formerly Twitter). Grok launched in November 2023 as an X Premium perk, with the notable differentiator of real-time access to X posts and a less restricted, more direct conversational style. Grok 3, released in February 2025, achieved top scores on the AIME math reasoning benchmark and ARC-AGI test, briefly positioning xAI as a frontier model lab.

Full profile

AI Visibility Head-to-Head

43
Overall Score
49
#155
Category Rank
#4
68
AI Consensus
59
stable
Trend
up
50
ChatGPT
43
40
Perplexity
49
45
Gemini
51
51
Claude
42
40
Grok
59

Capabilities & Ecosystem

Capabilities

Only Grok
AI Assistant
Grok is classified as product (part of xAI).

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