Ecommerce marketing · October 2026 Edition
Shopify Email vs BigCommerce
Zero of fourteen models named Shopify Email first on the direct prompt; one named BigCommerce. Shopify Email was named by nine of the fourteen models and BigCommerce by ten and Shopify Email carries 14 labels and BigCommerce 15, so the shares are not directly comparable.
By Shopify, Ottawa, Canada, founded 2006. Named in one category this edition.
Named in four categories this edition.
First-choice share4%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%7%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 13; printed, not drawn.
Labels1415A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Shopify Email reading right to left. Rank and label count are printed, not drawn.HubSpot Marketing Hub was named alongside these two in twelve of the fourteen direct answers. HubSpot Marketing Hub vs Shopify Email · HubSpot Marketing Hub vs BigCommerce · Omnisend vs Shopify Email
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the ecommerce marketing page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Shopify EmailFirst choices, of fourteen modelsBigCommerce
Direct01
Paraphrase00
Comparative00
Budget-constrained20
Scale-constrained01
Negative001 against BigCommerce
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Shopify Email and BigCommerce stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | | ||||
| Gemini 3.5 Flash | | | ||||
| Perplexity Sonar | | | ||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | |||||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | | |
Shopify Email BigCommerce first choice named as an alternative argued againstblank: not namedEach cell is one answer, Shopify Email on the left and BigCommerce on the right.The direct prompt
The plain question, one answer per model, grouped by where Shopify Email and BigCommerce stood in it.
BigCommerce first, Shopify Email not the choice
1 of 14 modelsShopify Email was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashBigCommerce alternatives: HubSpot Marketing Hub, Klaviyo, Shopify, Shopware
Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniHubSpot Marketing Hub alternatives: BigCommerce, Bloomreach, Oracle Eloqua, Salesforce Commerce Cloud
Qwen 3.7 FlashHubSpot Marketing Hub alternatives: Adobe Marketo Engage, BigCommerce, Salesforce Commerce Cloud, Salesforce Marketing Cloud, Shopify
Muse Glimmer 30BHubSpot Marketing Hub alternatives: BigCommerce, Klaviyo, Omnisend, Shopify
Neither was named
10 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5BigCommerce B2B Edition alternatives: OroCommerce, Shopify
Gemini 3.5 FlashHubSpot Marketing Hub alternatives: ActiveCampaign, BigCommerce B2B Edition, OroCommerce, Shopify
Perplexity SonarBigCommerce B2B Edition, HubSpot Marketing Hub alternatives: Salesforce B2B Commerce, Salesforce Commerce Cloud
Grok 4.1 FastHubSpot Marketing Hub alternatives: ActiveCampaign
Mistral SmallBigCommerce B2B Edition alternatives: HubSpot Marketing Hub, Klaviyo, Shopware
Llama 4 MaverickBigCommerce B2B Edition, Shopware
Kimi K2BigCommerce B2B Edition alternatives: HubSpot Marketing Hub, Shopify
GLM 4.7 FlashXBigCommerce B2B Edition alternatives: Adobe Commerce, HubSpot Marketing Hub, Klaviyo, Shopify Plus with B2B Features
MiniMax M2.5BigCommerce B2B Edition alternatives: HubSpot Marketing Hub, Shopify
GPT-6 LunaHubSpot Marketing Hub alternatives: Adobe Marketo Engage, Klaviyo
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
BigCommerce leads by two points.
BigCommerce4%#6 of 10Shopify Email2%#– of 10Mid-marketThe figures above
Level: the same share of first choices.
Shopify Email4%#7 of 13BigCommerce4%#8 of 13Enterprise
BigCommerce leads by four points.
BigCommerce4%#7 of 11Shopify Email0%#– of 11What the models said about Shopify Email
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“If you're already on Shopify, start with Shopify Messaging. It's likely the best fit for a tight budget” GPT-6 Luna · budget prompt · first choice
“Shopify Email (Best Value *If* You Use Shopify)... its pricing is virtually unbeatable.” Gemini 3.5 Flash · budget prompt · first choice
“included with every Shopify plan and provides 10,000 email sends per month... making it the simplest budget option” Claude Haiku 4.5 · budget prompt · alternative
What the models said about BigCommerce
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Poor customer service that refers problems to paid developers” GLM 4.7 FlashX · negative prompt · hard negative
“I'd suggest starting conversations with Shopify Plus, BigCommerce Enterprise, and Adobe Commerce as a baseline” MiniMax M2.5 · scale prompt · first choice
“BigCommerce (B2B Edition) — Best Overall for Mid-Market B2B” DeepSeek V4 Flash · direct prompt · first choice
“the strongest mid-market-friendly option is often BigCommerce or Salesforce Commerce Cloud” GPT-5.4 mini · direct prompt · alternative
Also compared
HubSpot Marketing Hub vs Shopify EmailHubSpot Marketing Hub vs BigCommerceOmnisend vs Shopify EmailOmnisend vs BigCommerceKlaviyo vs Shopify EmailKlaviyo vs BigCommerceShopify vs Shopify EmailShopify vs BigCommerceActiveCampaign vs Shopify EmailActiveCampaign vs BigCommerceBrevo vs Shopify EmailBrevo vs BigCommerceAll twenty-eight head-to-head pages and the full ecommerce marketing standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.