Every category where a model named SAP Commerce Cloud for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
Ecommerce platforms	Revenue operations	0%	46 of 98	43%	7	under 10 labels · led by BigCommerce B2B Edition at 27%

Movement

This is the first edition on this tier, so no move can be computed for SAP Commerce Cloud yet. The next is due October 1, 2026. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated SAP Commerce Cloud across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	0	1	1
GPT-5.4 mini	1	0	0	1
Gemini 3.5 Flash	0	0	1	1
Perplexity Sonar	1	0	0	1
Grok 4.1 Fast	0	0	0	0
Mistral Small	0	0	0	0
DeepSeek V4 Flash	0	1	0	1
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	1	0	0	1
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	0	1	1
MiniMax M2.5	0	0	0	0

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct20 labels2

Paraphrase9 labels1

Comparative19 labelsNone

Budget-constrained4 labelsNone

Scale-constrained1 labelNone

Negative8 labelsNone

First choiceAlternativeMentionNegative61 labels in all, every segment counted; 3 of the 3 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“best mainly for companies already standardized on SAP and operating at larger enterprise complexity” Perplexity Sonar · Ecommerce · direct prompt · alternative

“usually best for companies already standardized on SAP ERP / SAP CX” GPT-5.4 mini · Ecommerce · direct prompt · alternative

“"We need deep ERP + global ops" → SAP Commerce Cloud” Qwen 3.7 Flash · Ecommerce · direct prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“you want to avoid ... overly complex enterprise platforms (like SAP Commerce Cloud or Salesforce) that cost hundreds of thousands of dollars to maintain” Gemini 3.5 Flash · Ecommerce · paraphrase prompt · soft negative

“without the enterprise costs of platforms like Salesforce Commerce Cloud or SAP Commerce Cloud” GLM 4.7 FlashX · Ecommerce · direct prompt · soft negative

“Enterprise-grade, strong for complex B2B requirements, but premium pricing” Claude Haiku 4.5 · Ecommerce · direct prompt · soft negative

Named alongside

The products named in the same answers as SAP Commerce Cloud, over the 61 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SAP Commerce Cloud was named but was not.

ProductSame answerTook the first choice insteadHead to head

Adobe Commerce54 of 618Not in the top three

Shopify51 of 6112Not in the top three

BigCommerce47 of 614Not in the top three

Salesforce Commerce Cloud46 of 612Not in the top three

commercetools40 of 612Not in the top three

OroCommerce23 of 614Not in the top three

Elastic Path19 of 611Not in the top three

VTEX16 of 610Not in the top three

Spryker13 of 610Not in the top three

Salesforce B2B Commerce9 of 610Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named SAP Commerce Cloud. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 14 of the 61 answers that named SAP Commerce Cloud and are not a share of its labels.

Domains cited

bigcommerce.com8

oroinc.com8

shopify.com8

sparklayer.io7

virtocommerce.com7

broadleafcommerce.com4

clarity-ventures.com4

g-co.agency4

learn.g2.com4

netsolutions.com4

Fifty-eight of the fifty-eight domain citations in answers naming SAP Commerce Cloud came from somebody else's page.

Pages cited

sparklayer.io/best-enterprise-ecommerce-platforms7

oroinc.com/b2b-ecommerce/blog/enterprise-b2b-ecommerce-platforms6

shopify.com/enterprise/blog/b2b-ecommerce-platforms5

bigcommerce.com/articles/b2b-ecommerce/b2b-ecommerce-platforms4

broadleafcommerce.com/blog/top-5-enterprise-ecommerce-platforms-for-2026-and-how-to-choose4

clarity-ventures.com/ecommerce/enterprise-ecommerce-solutions-guide4

g-co.agency/insights/6-best-enterprise-ecommerce-platforms4

learn.g2.com/best-ecommerce-platforms4

Pages are listed as the models cited them.

Names read as SAP Commerce Cloud

What the judge wrote, as written, with how often. The vendor table decides that these count as SAP Commerce Cloud; a claim can dispute any of them.

SAP 1SAP Commerce Cloud (formerly Hybris) 1

The company

SAP is the company behind SAP Commerce Cloud.

Website: sap.com
Headquarters: Walldorf, Germany
Founded: 1972
Employees: about 106,043 (2023)
Ownership: Public, SAP on Italian Stock Exchange

From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · Crunchbase

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when SAP Commerce Cloud's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as SAP Commerce Cloud, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at sapcommercecloud.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.