Shelf Engine vs Motive

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

Motive leads in AI visibility (85 vs 58)
Shelf Engine logo

Shelf Engine

ChallengerLogistics & Supply Chain

General

Seattle YC W20 AI perishable order automation for Kroger, Walmart, Dollar General (national partnership Jan 2024); $58M total ($41M General Catalyst Series B 2021) quadrupling profit margins and cutting food waste 32% competing with Afresh.

AI VisibilityBeta
Overall Score
C58
Category Rank
#67 of 263
AI Consensus
85%
Trend
down
Per Platform
ChatGPT
53
Perplexity
56
Gemini
60

About

Shelf Engine is a Seattle, Washington-based AI-powered grocery order automation platform — backed by Y Combinator (W20) with $58 million in total funding including a $41 million Series B in March 2021 led by General Catalyst with GGV Capital and Foundation Capital — providing grocery retailers with an automated ordering system that uses AI demand forecasting to determine the optimal quantity of perishable products (bakery, produce, deli, prepared foods) to order daily from suppliers, quadrupling retailer profit margins on perishable categories while reducing food waste by up to 32%. Founded in 2015 and serving leading grocers including Kroger and Walmart at thousands of locations, Shelf Engine partnered with Dollar General for national expansion in January 2024, demonstrating the platform's applicability beyond traditional grocery into dollar and convenience store perishable programs.

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

58
Overall Score
85
#67
Category Rank
#8
85
AI Consensus
78
down
Trend
stable
53
ChatGPT
84
56
Perplexity
81
60
Gemini
87
56
Claude
90
57
Grok
88

Key Details

Category
General
AI Fleet Management
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Motive
AI Fleet Management

Integrations

Only Motive

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