AtoB vs Oda Studio

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

AtoB leads in AI visibility (63 vs 40)

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
B63
Category Rank
#168 of 1167
AI Consensus
61%
Trend
stable
Per Platform
ChatGPT
68
Perplexity
63
Gemini
57

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

Oda Studio

EmergingReal Estate & Property Tech

General

US YC W20 AI interior design platform with style preference discovery and room visualization; generating personalized moodboards and shoppable décor matches competing with Houzz for AI-native home design discovery.

AI VisibilityBeta
Overall Score
C40
Category Rank
#468 of 1167
AI Consensus
64%
Trend
stable
Per Platform
ChatGPT
34
Perplexity
44
Gemini
45

About

Oda Studio is a United States-based AI-powered interior design platform — backed by Y Combinator (W20) — providing homebuyers, renters, and design enthusiasts with AI tools to discover their personal design aesthetic, visualize how spaces would look with different furniture and décor, and find matching products from online retailers. Users select style preferences (mid-century modern, bohemian, minimalist, coastal) and color palettes (navy, salmon, olive, beige) and receive AI-generated moodboards and room transformation visuals in seconds — with the platform linking out to purchasable products that match the visualized design. Founded in 2020 and enhanced with more sophisticated AI algorithms in 2024-2025, Oda Studio serves the design discovery and product-matching need that exists in the early stages of home decorating before interior designers are typically engaged.

Full profile

AI Visibility Head-to-Head

63
Overall Score
40
#168
Category Rank
#468
61
AI Consensus
64
stable
Trend
stable
68
ChatGPT
34
63
Perplexity
44
57
Gemini
45
71
Claude
33
73
Grok
34

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