Thunderdome B2B SaaS AI Visibility Index

← Food & Beverage Manufacturing ranking

Brand report · September 2026

JustFood ERP JustFood ERP: AI Visibility Report

justfooderp.com ↗

When buyers ask ChatGPT, Claude, and Gemini about food & beverage manufacturing, JustFood ERP ranks #13 of 15, a Visibility Score of 7 in Food & Beverage Manufacturing .

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees JustFood ERP

One race, one category, and barely surviving it.

Where it wins. Food & Beverage Manufacturing is the only arena JustFood ERP competes in, and it does surface there with a 9.7% mention rate across the three major AI models.

Where it loses. Sitting 14th of 15 in its sole category, with zero first-pick selections and absent from five of the six core prompt themes, it is effectively invisible to buyers at the moment of decision.

AI-generated analysis of the September 2026 measurements.

Food & Beverage Manufacturing · #13 of 15

7 / 100 first snapshot (September 2026)
10%
mention rate (72 answers)
3
avg. position
0%
first pick
2%
share of voice
First snapshot: September 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
22
Claude
0
Gemini
0

One of the index's bigger model splits: see where the models disagree →

How the models portray JustFood ERP

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

86% 14%
endorsed · 95% band 49–97% listed caveated graded across 7 mentions in Food & Beverage Manufacturing answers
Prompt themes JustFood ERP would want to own

Share of each theme's answers that mention JustFood ERP. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Gaps Best overall · Top tools in 2026 · Startup & small team · Enterprise pick · If you could pick one

Most co-mentioned competitors

Share of JustFood ERP's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Aptean
100%
Deacom ERP
86%
Infor CloudSuite Food & Beverage
71%
Wherefour
57%
BatchMaster
57%
MRPeasy
29%

Scores are measured from real AI answers, refreshed monthly. Methodology.

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