Guac 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 19)
Guac logo

Guac

EmergingLogistics & Supply Chain

General

US YC AI grocery demand forecasting at 0.95 MAE with 38% food waste reduction for 300-location chain; $2.3M seed Dec 2023 1984/YC/Collaborative/Instacart angels using sports betting odds and weather for inventory competing with Afresh.

AI VisibilityBeta
Overall Score
D19
Category Rank
#907 of 1158
AI Consensus
60%
Trend
up
Per Platform
ChatGPT
10
Perplexity
26
Gemini
26

About

Guac is a United States-based AI demand forecasting platform for grocery retailers — backed by Y Combinator with $2.3 million in seed funding in December 2023 from 1984 Ventures, Y Combinator, Collaborative Fund, and angel investors from Instacart, Roblox, Jane Street, and Citadel Securities — providing grocery chains, delivery companies, and supermarkets across North America, Europe, and the Middle East with machine learning-powered daily sales predictions that achieve 0.95 unit mean absolute error (MAE) average forecast accuracy, delivering 38% food waste reduction for a 300-location supermarket chain customer. Founded by Euro Wang and Jack Solomon, Guac applies unconventional data signals (sports betting odds, weather forecasts, local event calendars) to grocery demand prediction where traditional moving-average forecasting fails.

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

19
Overall Score
93
#907
Category Rank
#1
60
AI Consensus
81
up
Trend
stable
10
ChatGPT
98
26
Perplexity
96
26
Gemini
99
18
Claude
97
19
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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