Interos vs Motive

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

Motive leads in AI visibility (85 vs 57)
Interos logo

Interos

ChallengerSupply Chain & Logistics

Supply Chain Risk Intelligence

AI supply chain risk intelligence platform. Unicorn ($1B+ valuation). Clients: DoD, NASA, Five Eyes, Fortune 500. Founded 2005, Arlington VA. Raised ~$310M. Private.

AI VisibilityBeta
Overall Score
C57
Category Rank
#78 of 263
AI Consensus
77%
Trend
stable
Per Platform
ChatGPT
61
Perplexity
56
Gemini
52

About

Interos was founded in 2005 in Arlington, Virginia, with the mission of giving enterprises and government agencies real-time visibility into the risk buried inside their extended supply chains — the multi-tier networks of suppliers, sub-suppliers, and fourth parties that traditional procurement tools cannot map or monitor. The company spent its first decade building the data infrastructure and entity resolution capabilities required to model global supply chain relationships at scale, before the market for supply chain risk intelligence became mainstream following a series of high-profile disruptions.\n\nInteros's AI platform continuously monitors over 400M business entities and their relationships, surfacing financial instability, geopolitical exposure, cyber vulnerabilities, ESG violations, and operational disruptions across a customer's full supplier network — not just tier-one vendors. Its multi-tier mapping capability is a core differentiator: most supply chain risk tools only track direct suppliers, while Interos automatically discovers and monitors the upstream dependencies that create hidden single points of failure. The platform delivers automated alerts, risk scores, and recommended actions through integrations with procurement, ERP, and GRC systems.\n\nInteros achieved a $1B+ unicorn valuation and counts the US Department of Defense, NASA, Five Eyes intelligence partners, and Fortune 500 enterprises among its clients — a customer base that reflects both the national security implications of supply chain transparency and the commercial demand from global manufacturers and financial institutions. The company raised approximately $175M in total funding and has grown as geopolitical fragmentation, pandemic disruptions, and regulatory requirements (including the CHIPS Act and EU supply chain due diligence laws) have elevated supply chain risk intelligence from a procurement tool to a board-level strategic priority.

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

57
Overall Score
85
#78
Category Rank
#8
77
AI Consensus
78
stable
Trend
stable
61
ChatGPT
84
56
Perplexity
81
52
Gemini
87
53
Claude
90
59
Grok
88

Key Details

Category
Supply Chain Risk Intelligence
AI Fleet Management
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Interos
Supply Chain Risk Intelligence
Only Motive
AI Fleet Management

Integrations

Only Interos
Only Motive

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