Lumari vs Motive

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

Motive leads in AI visibility (85 vs 39)
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
D39
Category Rank
#184 of 263
AI Consensus
75%
Trend
stable
Per Platform
ChatGPT
42
Perplexity
40
Gemini
43

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
Motive logo

Motive

LeaderTransportation

AI Fleet Management

San Francisco fleet management platform (formerly KeepTruckin) serving 120K+ customers with AI dashcams, ELD compliance, and GPS; $2.85B valuation competing with Samsara for commercial fleet telematics.

AI VisibilityBeta
Overall Score
A85
Category Rank
#8 of 263
AI Consensus
78%
Trend
stable
Per Platform
ChatGPT
84
Perplexity
81
Gemini
87

About

Motive (formerly KeepTruckin, rebranded 2022) is a San Francisco-based fleet management and physical operations platform providing AI-powered telematics — video dashcams, GPS tracking, electronic logging device (ELD) compliance, driver safety coaching, and fleet spend management — to trucking, construction, oil and gas, agriculture, and field service companies managing commercial vehicles. Founded in 2013 by CEO Shoaib Makani and backed with $400+ million raised including a $150 million Series E in 2021 at a $2.85 billion valuation from investors including CapitalG (Google) and Andreessen Horowitz, Motive serves 120,000+ customers managing 1 million+ physical assets.

Full profile

AI Visibility Head-to-Head

39
Overall Score
85
#184
Category Rank
#8
75
AI Consensus
78
stable
Trend
stable
42
ChatGPT
84
40
Perplexity
81
43
Gemini
87
42
Claude
90
33
Grok
88

Key Details

Category
AI Supply Chain Procurement
AI Fleet Management
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Lumari
AI Supply Chain Procurement
Only Motive
AI Fleet Management

Integrations

Only Motive

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