Waymo vs Manhattan Associates

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

Manhattan Associates leads in AI visibility (92 vs 80)
Waymo logo

Waymo

LeaderTransportation & Logistics

Autonomous Vehicles

Alphabet subsidiary operating 500K+ paid robotaxi rides/week across 10 US cities; raised $16B at $126B valuation in Feb 2026; expanding to 20+ new cities and London

AI VisibilityBeta
Overall Score
A80
Category Rank
#2 of 6
AI Consensus
53%
Trend
up
Per Platform
ChatGPT
73
Perplexity
72
Gemini
88

About

Waymo is Alphabet's autonomous vehicle subsidiary and the world's most operationally advanced robotaxi company, with roots in Google's self-driving car project that began in 2009. Spun out as an independent Alphabet subsidiary, Waymo has spent over 15 years accumulating real-world driving data, refining its sensor suite (combining lidar, radar, and cameras), and developing the Waymo Driver — the AI stack that enables fully driverless operation across diverse urban environments.\n\nWaymo One, its commercial robotaxi service, operates in San Francisco, Phoenix, Los Angeles, Austin, and additional US cities, completing over 500,000 paid rides per week as of early 2026. Unlike competitors that rely on remote safety operators, Waymo vehicles operate fully autonomously on public roads. The company is also developing Waymo Via for autonomous trucking and expanding its geographic footprint through partnerships with ride-hailing platforms and automotive OEMs.\n\nWaymo raised $16B at a $126B valuation in February 2026, reflecting investor confidence in its lead position in a winner-take-most autonomous mobility market. With expansion to 20+ new cities planned, the company is transitioning from proving the technology works to demonstrating unit economics at scale. As the robotaxi market accelerates, Waymo's decade-plus operational head start, unmatched safety record, and Alphabet's resources give it a structural advantage that rivals are struggling to close.

Full profile
Manhattan Associates logo

Manhattan Associates

LeaderLogistics & Supply Chain

Supply Chain Execution

NASDAQ-listed (MANH) cloud supply chain execution at $1B revenue with WMS, TMS, and OMS for 1,200+ enterprise retailers; competing with Blue Yonder and Oracle for omnichannel fulfillment orchestration.

AI VisibilityBeta
Overall Score
A92
Category Rank
#1 of 1
AI Consensus
74%
Trend
up
Per Platform
ChatGPT
83
Perplexity
83
Gemini
83

About

Manhattan Associates is an Atlanta-based supply chain and omnichannel commerce technology company providing cloud-native warehouse management (WMS), transportation management (TMS), order management (OMS), and supply chain planning software for retailers, manufacturers, distributors, and 3PLs managing complex fulfillment operations. Listed on NASDAQ (NASDAQ: MANH), Manhattan Associates was founded in 1990 by Deepak Raghavan and generated $1.0 billion in revenue in fiscal year 2024 at 12% growth, serving 1,200+ enterprise customers including American Eagle Outfitters, Levi Strauss, and US Foods across 75+ countries.

Full profile

AI Visibility Head-to-Head

80
Overall Score
92
#2
Category Rank
#1
53
AI Consensus
74
up
Trend
up
73
ChatGPT
83
72
Perplexity
83
88
Gemini
83
85
Claude
85
72
Grok
93

Key Details

Category
Autonomous Vehicles
Supply Chain Execution
Tier
Leader
Leader
Entity Type
company
company

Capabilities & Ecosystem

Capabilities

Only Waymo
Autonomous Vehicles
Only Manhattan Associates
Supply Chain Execution

Integrations

Only Manhattan Associates
Waymo is classified as company (part of Alphabet). Manhattan Associates is classified as company.

Track AI Visibility in Real Time

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