Lumari vs Manhattan Associates

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

Manhattan Associates leads in AI visibility (92 vs 36)
Lumari logo

Lumari

EmergingSupply Chain & Logistics

AI Supply Chain Procurement

YC-backed AI digital workers for supply chain procurement; founded 2025 in San Francisco by ex-Google, Tesla, Amazon, and Stripe operators; $500K raised;

AI VisibilityBeta
Overall Score
D36
Category Rank
#1 of 1
AI Consensus
72%
Trend
up
Per Platform
ChatGPT
39
Perplexity
38
Gemini
34

About

Lumari was founded in 2025 in San Francisco by a team of operators with experience at Google, Tesla, Amazon, and Stripe — companies known for operating complex, high-velocity supply chains at global scale. The founders identified procurement as one of the last major enterprise workflows still dominated by manual, email-heavy processes despite its direct impact on cost, supplier relationships, and operational continuity. Lumari was built to deploy AI digital workers that automate the procurement lifecycle, from sourcing and vendor evaluation to purchase order management and supplier communication.\n\nLumari's AI digital workers are designed to act as autonomous procurement agents capable of handling the full range of tasks that a junior-to-mid-level procurement professional performs: issuing RFQs, comparing supplier proposals, negotiating terms, processing approvals, and updating procurement records. The system integrates with existing ERP and procurement platforms, allowing enterprises to augment their current procurement teams without replacing core systems. By automating the transactional and administrative work, Lumari frees human procurement professionals to focus on strategic supplier relationships and category management.\n\nLumari is backed by Y Combinator and is in early-stage growth, building its first enterprise customer relationships and refining its product based on real-world procurement workflows. The supply chain AI market is attracting significant capital and attention as enterprises seek to reduce procurement costs and improve supply chain resilience following years of disruption. Lumari's founding team pedigree, YC backing, and focus on a specific, high-value workflow give it a strong foundation to scale within the enterprise procurement automation space.

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

36
Overall Score
92
#1
Category Rank
#1
72
AI Consensus
74
up
Trend
up
39
ChatGPT
83
38
Perplexity
83
34
Gemini
83
31
Claude
85
43
Grok
93

Key Details

Category
AI Supply Chain Procurement
Supply Chain Execution
Tier
Emerging
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Lumari
AI Supply Chain Procurement
Only Manhattan Associates
Supply Chain Execution

Integrations

Only Manhattan Associates
Manhattan Associates is classified as company.

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