Use-case fit · Prompt 2 of 8 · September 2026

A real buyer question from the September 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“We're a food producer that needs recipe management, batch production, lot traceability, and food safety compliance in one system. What should we use?”

ChatGPT answered 3× this snapshot

…usually the best answer for a food producer. Strong options commonly considered: Aptean Food & Beverage ERP Deacom ERP JustFood ERP Infor CloudSuite Food & Beverage Microsoft Dynamics 365 with food manufacturing add-ons BatchMaster CSB-System Wherefour for smaller manufacturers These systems are designed for: formulas and recipe version control yield and scaling allergen tracking nutritional data shelf life and…

Named across its answers: 1. Aptean2. JustFood ERP3. Deacom ERP4. Infor CloudSuite Food & Beverage5. CSB-System

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Deacom and Wherefour each appear in 6 of 9 answers, but neither earns a first recommendation, and Deacom's average position of 3.3 edges Wherefour's 4.7, making it the marginal leader in a field where no brand dominates. With 41 distinct brands named across 9 answers, AI models show no consensus on this use case, which means any food producer using these tools for vendor discovery will get scattered, unreliable signals.

AI-generated read of the September 2026 measurements.

Who wins this question

Owned Consensus

All three models name Aptean, Wherefour and Microsoft Dynamics 365 on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Aptean 111111113 9/9 · 8× first · #1.2

Deacom 442244 6/9 · never first · #3.3

Wherefour 484552 6/9 · never first · #4.7

Microsoft Dynamics 365 75762 5/9 · never first · #5.4

JustFood ERP 253 3/9 · never first · #3.3

BatchMaster 667 3/9 · never first · #6.3

Plex 1066 3/9 · never first · #7.3

Deacom ERP 32 2/9 · never first · #2.5

ProcessPro 23 2/9 · never first · #2.5

Vicinity Manufacturing 32 2/9 · never first · #2.5

Infor CloudSuite Food & Beverage 24 2/9 · never first · #3

CSB-System 37 2/9 · never first · #5

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 40 brands named at least once.