Manifold Freight vs SAP Integrated Business Planning

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

SAP Integrated Business Planning leads in AI visibility (93 vs 37)
Manifold Freight logo

Manifold Freight

EmergingLogistics & Supply Chain

General

Seattle spot freight marketplace for trucking carriers increasing load margins 30%; YC W24 $2.4M from ex-Convoy engineering leaders competing with DAT and Truckstop for asset-based carrier load matching and rate intelligence.

AI VisibilityBeta
Overall Score
D37
Category Rank
#637 of 1158
AI Consensus
60%
Trend
up
Per Platform
ChatGPT
35
Perplexity
33
Gemini
46

About

Manifold Freight is a Seattle-based spot freight marketplace for asset-based carriers — backed by Y Combinator (W24) with $2.4 million raised including a $1.9 million seed round in May 2024 from New Stack Ventures and Y Combinator — aggregating spot market load opportunities across freight broker networks and digital freight platforms to help trucking carriers find and win spot loads that increase their margins by 30% through better load matching, rate insights, and direct shipper connections. Founded in 2024 by Andrew Huff and Oliver Jones (former engineering leaders at Convoy, the AI freight network that reached $4 billion valuation before winding down in 2023), Manifold reached $5,100 in monthly revenue within just 2 months of launch, demonstrating rapid early product-market fit in the carrier-facing freight technology segment.

Full profile
SAP Integrated Business Planning logo

SAP Integrated Business Planning

LeaderLogistics & Supply Chain

Supply Chain Planning

SAP (NYSE: SAP) cloud supply chain planning with demand sensing, inventory optimization, and S&OP for enterprise manufacturers; competing with Kinaxis and o9 Solutions as the native planning layer for SAP ERP customers.

AI VisibilityBeta
Overall Score
A93
Category Rank
#1 of 3
AI Consensus
81%
Trend
stable
Per Platform
ChatGPT
98
Perplexity
96
Gemini
99

About

SAP Integrated Business Planning (SAP IBP) is SAP's (NYSE: SAP) cloud-native supply chain planning platform providing demand sensing, inventory optimization, sales and operations planning (S&OP), supply planning, and response management for enterprise supply chains — replacing legacy SAP Advanced Planning and Optimization (APO) as the next-generation SAP planning platform running on SAP HANA in-memory database for real-time multi-echelon supply chain analysis. Part of SAP's $36 billion annual revenue portfolio, IBP serves manufacturers and distributors with complex, multi-tier global supply chains requiring coordinated demand-supply planning across hundreds of facilities and SKUs.

Full profile

AI Visibility Head-to-Head

37
Overall Score
93
#637
Category Rank
#1
60
AI Consensus
81
up
Trend
stable
35
ChatGPT
98
33
Perplexity
96
46
Gemini
99
48
Claude
97
43
Grok
91

Key Details

Category
General
Supply Chain Planning
Tier
Emerging
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only SAP Integrated Business Planning
Supply Chain Planning
SAP Integrated Business Planning is classified as company (part of SAP).

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