Brand report · September 2026

SAP S/4HANA: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about manufacturing erp, SAP S/4HANA ranks #4 of 15, a Visibility Score of 25 in Manufacturing ERP (and appears in 2 categories of the index).

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 SAP S/4HANA

SAP S/4HANA fills lists in both categories but leads in neither.

Where it wins. Its mention rate holds at 29% across both Manufacturing ERP and Food & Beverage Manufacturing, showing consistent inclusion. But its ceiling is a score of 25 in Manufacturing ERP, its stronger of the two slots.

Where it loses. First-pick rates of 19% and 17% expose that AI models treat it as a fallback rather than an authority, and it is absent from the Enterprise pick theme in both categories, which is the one prompt where its brand equity should convert.

AI-generated analysis of the September 2026 measurements.

Manufacturing ERP · #4 of 15

25 / 100 first snapshot (September 2026)

29%

mention rate (72 answers)

2

avg. position

19%

first pick

4%

share of voice

First snapshot: September 2026. The trend line appears with the second monthly measurement; no modeled history.

ChatGPT

18

Claude

52

Gemini

6

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

How the models portray SAP S/4HANA

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).

19% 38% 43%

endorsed · 95% band 8–40% listed caveated graded across 21 mentions in Manufacturing ERP answers

Prompt themes SAP S/4HANA would want to own

Share of each theme's answers that mention SAP S/4HANA. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

If you could pick one

7/9 · #1×2

Top tools in 2026

5/9 · #1×5

Use-case fit

4/9 · #1×3

Feature-led ask

3/9 · #1×3

Budget & alternatives

2/9 · #1×1

Best overall

0/9

Startup & small team

0/9

Enterprise pick

0/9

Gaps Best overall · Startup & small team · Enterprise pick

Most co-mentioned competitors

Share of SAP S/4HANA's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Epicor Kinetic

95%

Infor CloudSuite Industrial

62%

SYSPRO

57%

NetSuite

33%

JobBOSS

33%

Microsoft Dynamics 365

33%

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

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