Best email marketing platforms
23 products named in 120 answers across 4 wordings
In nearly every answer
Contested
Klaviyo
How often 10 AI models recommend Klaviyo, what they say about it, and who they recommend instead, on the 2 buying questions where it came up.
- Mention rate
- 98%of all answers on these questions
- Best standing
- #1of 23 on Best email marketing platforms
- Buying questions
- 2where any model named it
- Never named it
- 0of 10 models
Which models recommend it
Share of each model's answers that named it, at any position · The black tick marks the panel average
Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.
What the models say
Each model's one-line reason for recommending it, from its first answer
Best email marketing platforms 10
- Claude Haiku 5.5
Strongest for ecommerce, deep segmentation, and robust automation flows.
- GPT-6 Luna
Excellent ecommerce segmentation and revenue-focused automation, especially for Shopify brands.
- Gemini 4 Argon
The undisputed leader for e-commerce businesses with predictive analytics and deep store integrations.
- Qwen 3.8 Flash
Best-in-class ecommerce segmentation and revenue attribution.
- DeepSeek V4 Pro
Top choice for ecommerce with powerful segmentation and Shopify-native integrations.
- GLM-5.3
Best for ecommerce; deep Shopify integration and powerful revenue-driven segmentation.
- Kimi K3
Superior e-commerce segmentation and predictive analytics
- MiniMax M3
Best-in-class for ecommerce with deep Shopify integration.
- Mistral Large 4
Unmatched ecommerce personalization and revenue attribution for online stores.
- Nemotron 3 Ultra
E-commerce revenue leader
Best marketing automation software 10
- Claude Haiku 5.5
Best-in-class for ecommerce automation and behavior-triggered flows
- GPT-6 Luna
A leading choice for ecommerce, with rich customer data, behavioral triggers, and revenue attribution.
- Gemini 4 Argon
The undisputed leader for ecommerce automation with deep store data and predictive analytics.
- Qwen 3.8 Flash
E-commerce email/SMS automation with exceptional ROI and segmentation.
- DeepSeek V4 Pro
Dominates ecommerce automation with deep Shopify/WooCommerce integrations and revenue analytics.
- GLM-5.3
Best for ecommerce brands with strong segmentation and data-driven flows.
- Kimi K3
Best for ecommerce brands needing behavioral segmentation, product triggers, and revenue attribution.
- MiniMax M3
Top choice for ecommerce with data-driven email and SMS automation.
- Mistral Large 4
Dominant ecommerce email/SMS with predictive analytics.
- Nemotron 3 Ultra
E-commerce focus, SMS + email mastery
Against the competition
Each question's products ranked by the share of all answers that named them, Klaviyo highlighted.
Best marketing automation software
26 products named in 120 answers across 4 wordings
In nearly every answer
Contested
Mention rate by model and question
Share of each model's answers on the question that named it · Hover a cell for the count
| Question | Claude Haiku 5.5 | GPT-6 Luna | Gemini 4 Argon | Qwen 3.8 Flash | DeepSeek V4 Pro | GLM-5.3 | Kimi K3 | MiniMax M3 | Mistral Large 4 | Nemotron 3 Ultra |
|---|---|---|---|---|---|---|---|---|---|---|
| Best email marketing platforms | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
| Best marketing automation software | 100 | 100 | 100 | 75 | 92 | 100 | 100 | 100 | 100 | 100 |
Does the wording matter?
Share of answers that named it under each way of asking the question · Hover a cell for the exact wording
| Question | List request | Buyer asking for advice | Search query | Worth paying for? |
|---|---|---|---|---|
| Best email marketing platforms | 100 | 100 | 100 | 100 |
| Best marketing automation software | 100 | 87 | 100 | 100 |
Head to head
Against the products named most often on the same questions
Work on Klaviyo? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.