Ecommerce marketing · November 2026 Edition
BigCommerce B2B Edition vs Klaviyo
Six of fourteen models named BigCommerce B2B Edition first on the direct prompt; zero named Klaviyo. BigCommerce B2B Edition was named by ten of the fourteen models and Klaviyo by fourteen and BigCommerce B2B Edition carries 12 labels and Klaviyo 49, so the shares are not directly comparable.
Named in three categories this edition.
Boston, United States, founded 2012. Named in thirteen categories this edition.
First-choice share13%7%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%20%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#4A position in a field of 10; printed, not drawn.
Labels1249A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, BigCommerce B2B Edition reading right to left. Rank and label count are printed, not drawn.HubSpot Marketing Hub was named alongside these two in eight of the fourteen direct answers. HubSpot Marketing Hub vs BigCommerce B2B Edition · HubSpot Marketing Hub vs Klaviyo · BigCommerce B2B Edition vs Omnisend
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.
BigCommerce B2B EditionFirst choices, of fourteen modelsKlaviyo
Direct601 against Klaviyo
Paraphrase001 against Klaviyo
Comparative011
Budget-constrained033 against Klaviyo
Scale-constrained001 against Klaviyo
Negative024 against Klaviyo
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 BigCommerce B2B Edition and Klaviyo 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 4.20 | | | | | | |
| 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 | | | | |
BigCommerce B2B Edition Klaviyo first choice named as an alternative argued againstblank: not namedEach cell is one answer, BigCommerce B2B Edition on the left and Klaviyo on the right.The direct prompt
The plain question, one answer per model, grouped by where BigCommerce B2B Edition and Klaviyo stood in it.
BigCommerce B2B Edition first, Klaviyo not the choice
6 of 14 modelsKlaviyo was named in the answer but not as the choice, or not at all.Claude Haiku 4.5BigCommerce B2B Edition alternatives: HubSpot Marketing Hub
Perplexity SonarBigCommerce B2B Edition alternatives: NetSuite Commerce, OroCommerce, Salesforce B2B Commerce, Shopify
Mistral SmallBigCommerce B2B Edition
Llama 4 MaverickBigCommerce B2B Edition alternatives: Optimizely CMS, OroCommerce, Virto Commerce
Kimi K2BigCommerce B2B Edition alternatives: Adobe Commerce, OroCommerce, Shopify
MiniMax M2.5BigCommerce B2B Edition alternatives: OroCommerce, Shopify, commercetools
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniShopify Plus B2B alternatives: Adobe Commerce, BigCommerce B2B Edition, HubSpot Marketing Hub, Klaviyo, Salesforce Commerce Cloud, Salesforce Marketing Cloud
Gemini 3.5 FlashHubSpot Marketing Hub alternatives: ActiveCampaign, Klaviyo, Salesforce Marketing Cloud Account Engagement
GLM 4.7 FlashXHubSpot Marketing Hub alternatives: BigCommerce B2B Edition, Klaviyo, OroCommerce
GPT-6 LunaHubSpot Marketing Hub alternatives: Adobe Marketo Engage, Klaviyo, Salesforce
Muse Glimmer 30BHubSpot Marketing Hub alternatives: BigCommerce B2B Edition, Salesforce B2B Commerce, Shopify, Shopify B2B
Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Grok 4.20HubSpot Marketing Hub alternatives: ActiveCampaign, Adobe Marketo Engage, Salesforce Marketing Cloud Account Engagement
DeepSeek V4 FlashBigCommerce alternatives: OroCommerce, Shopify
Qwen 3.7 FlashBigCommerce, HubSpot Marketing Hub alternatives: ActiveCampaign, OroCommerce, Salesforce Marketing Cloud Account Engagement
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
Klaviyo leads by twelve points.
Klaviyo12%#3 of 11BigCommerce B2B Edition0%#– of 11Mid-marketThe figures above
The order flips: BigCommerce B2B Edition leads at mid-market.
BigCommerce B2B Edition13%#2 of 10Klaviyo7%#4 of 10Enterprise
Level: the same share of first choices.
BigCommerce B2B Edition0%#– of 15Klaviyo0%#13 of 15What the models said about BigCommerce B2B Edition
No label in this category carried a quote.
What the models said about Klaviyo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Industry Standard for DTC. Deep integration with Shopify/Magento... Upgrade to Klaviyo once you have significant revenue.” Qwen 3.7 Flash · comparative prompt · first choice
“1. Klaviyo - Focus: Email and SMS marketing automation, especially strong for Shopify and Magento stores.” Mistral Small · comparative prompt · first choice
“Choose Klaviyo (for maximum data depth/predictive scaling) or Omnisend (for lower cost and ease of use).” Gemini 3.5 Flash · comparative prompt · first choice
Also compared
HubSpot Marketing Hub vs BigCommerce B2B EditionHubSpot Marketing Hub vs KlaviyoBigCommerce B2B Edition vs OmnisendBigCommerce B2B Edition vs BrevoBigCommerce B2B Edition vs MailchimpBigCommerce B2B Edition vs BigCommerceBigCommerce B2B Edition vs WooCommerceOmnisend vs KlaviyoKlaviyo vs BrevoKlaviyo vs MailchimpKlaviyo vs BigCommerceKlaviyo vs WooCommerceAll 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.