Index › GTM › Products › SAP · November 2026 Edition
9 categories · Ranked

SAP

SAP provides business software and technology, including cloud, platform and sustainability solutions

#13Best rank (enterprise)
13/14Models named it
0First choices
19Warnings
November 2026 Edition · all company sizes counted.
Ranked inCRM data quality and deduplication #86Dashboards and data visualization #71Contract lifecycle management and e-signature #75Marketing resource management #94Billing and subscription management #13 enterpriseClient onboarding platforms #125
3 more
Experimentation and personalization #81Partner relationship management #66Pricing optimization #57

Why models recommend it

“For Quote-to-Cash Integration: SAP (BRIM), Oracle (Subscription Management), Salesforce (Revenue Cloud)”MiniMax M2.5 · Scale-constrained question · alternative

What gives them pause

“Avoid: Heavy, on-premise legacy systems (like old versions of SAP or Oracle channel modules) that require years to deploy.”Qwen 3.7 Flash · Negative question · warning
“do not try to use enterprise-heavy software (like Oracle, SAP, or heavy custom Salesforce setups)”Qwen 3.7 Flash · Negative question · warning
“Avoid legacy tools like older SAP or Oracle unless you have heavy investments there.”Grok 4.20 · Scale-constrained question · warning
“certain SAP or Oracle contract management tools) may suffer from: Reduced innovation, Integration challenges, Support quality decline”Kimi K2 · Negative question · warning

Also on the shortlist

The products named in the same answers as SAP, over the 49 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named SAP came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 41 of the 49 answers that named SAP and are not a share of its labels.

Domains cited

g2.com18
research.isg-one.com11
ariasystems.com10
gane.ai/indexpublisher (Gane)8
research.oz.spotlightar.com8
resources.rework.com7
softwareadvice.com7
younium.com7
zuora.com7
reddit.com6

No domain is on file for SAP, so its own site is not marked. Eight were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on SAP across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00101
Gemini 3.5 Flash00000
Perplexity Sonar00011
Grok 4.2000123
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00011
Qwen 3.7 Flash00022
Kimi K200011
GLM 4.7 FlashX00000
MiniMax M2.501001
GPT-6 Luna00000
Muse Glimmer 30B00505