Every category where a model named VTEX 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 marketing	Marketing	0%	34 of 154	0%	2	under 10 labels · led by HubSpot Marketing Hub at 36%
Ecommerce platforms	Revenue operations	0%	25 of 98	0%	2	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 VTEX 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 VTEX across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	Alternative	Mention	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	0	0
Perplexity Sonar	0	0	0
Grok 4.1 Fast	0	0	0
Mistral Small	1	0	1
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	1	0	1
Qwen 3.7 Flash	0	0	0
Kimi K2	0	0	0
GLM 4.7 FlashX	1	1	2
MiniMax M2.5	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

Direct3 labelsNone

Paraphrase0 labelsNone

Comparative13 labelsNone

Budget-constrained1 labelNone

Scale-constrained2 labelsNone

Negative4 labelsNone

First choiceAlternativeMentionNegative23 labels in all, every segment counted; 0 of the 0 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.

“3. VTEX Best for: Companies needing unified B2C, B2B, and marketplace operations on one platform” Mistral Small · Ecommerce marketing · direct prompt · alternative

“Other options include Shopify Plus, VTEX, SCAYLE, and Shopware.” Llama 4 Maverick · Ecommerce marketing · direct prompt · alternative

“VTEX (For LATAM markets)” GLM 4.7 FlashX · 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.

No model argued against it.

Named alongside

The products named in the same answers as VTEX, over the 23 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and VTEX was named but was not.

ProductSame answerTook the first choice insteadHead to head

Shopify23 of 234Not in the top three

BigCommerce20 of 232Not in the top three

Salesforce Commerce Cloud20 of 230Not in the top three

Adobe Commerce17 of 230Not in the top three

commercetools17 of 230Not in the top three

SAP Commerce Cloud16 of 230Not in the top three

Elastic Path11 of 230Not in the top three

Spryker10 of 230Not in the top three

OroCommerce9 of 231Not in the top three

Intershop7 of 230Not 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 VTEX. 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 2 of the 23 answers that named VTEX and are not a share of its labels.

Domains cited

g-co.agency2

bigcommerce.com1

bitcot.com1

broadleafcommerce.com1

clarity-ventures.com1

ecomm.design1

ecommercenext.org1

edesk.com1

elasticpath.com1

euvic.com1

Eleven of the eleven domain citations in answers naming VTEX came from somebody else's page.

Pages cited

g-co.agency/insights/6-best-enterprise-ecommerce-platforms2

bigcommerce.com/articles/ecommerce/enterprise-ecommerce-platforms1

bitcot.com/enterprise-ecommerce-platforms1

broadleafcommerce.com/blog/top-5-enterprise-ecommerce-platforms-for-2026-and-how-to-choose1

clarity-ventures.com/ecommerce/enterprise-ecommerce-solutions-guide1

ecomm.design/best-enterprise-ecommerce-platforms1

ecommercenext.org/10-best-enterprise-ecommerce-platforms-in-2024-a-buyers-guide1

edesk.com/blog/best-enterprise-ecommerce-platforms1

Pages are listed as the models cited them.

The company

VTEX.

Website: vtex.com
Headquarters: Brazil, Brazil
Founded: 1999

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 VTEX'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 VTEX, 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 vtex.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.