Salesforce Marketing Cloud

By Salesforce

How often 10 AI models recommend Salesforce Marketing Cloud, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

34%of all answers on this question

Best standing

#11of 26 on Best marketing automation software

Buying questions

1where any model named it

Never named it

2of 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

1. Qwen 3.8 Flash100%
2. Claude Haiku 5.558%
3. Kimi K358%
4. GPT-6 Luna33%
5. DeepSeek V4 Pro25%
6. GLM-5.325%
7. Mistral Large 425%
8. Nemotron 3 Ultra17%
9. Gemini 4 Argon0%
10. MiniMax M30%

Never named it: Gemini 4 Argon MiniMax M3

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 marketing automation software 6

• Claude Haiku 5.5Highly capable for large enterprises with complex journeys and data
• Qwen 3.8 FlashEnterprise powerhouse for complex cross-channel journeys at scale.
• DeepSeek V4 ProEnterprise-grade power, unmatched personalization, and massive ecosystem.
• GLM-5.3Enterprise-grade, deep Salesforce integration; worth it only for large, complex programs.
• Kimi K3Most capable enterprise platform for complex omnichannel journeys and data.
• Mistral Large 4Unmatched data unification and enterprise personalization at scale.

Against the competition

Each question's products ranked by the share of all answers that named them, Salesforce Marketing Cloud highlighted.

Best marketing automation software

26 products named in 120 answers across 4 wordings

In nearly every answer

Adobe Marketo EngageHubSpotActiveCampaignKlaviyoMailchimp

Contested

1. 6Pardot85%
2. 7Brevo62%
3. 8Customer.io57%
4. 9Braze56%
5. 10Omnisend35%
6. ⋯
7. 11Salesforce Marketing Cloud34%

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 marketing automation software	58	33		100	25	25	58		25	17

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 marketing automation software	47	17	43	30

Head to head

Against the products named most often on the same questions

Salesforce Marketing Cloud vs Adobe Marketo EngageSalesforce Marketing Cloud vs HubSpotSalesforce Marketing Cloud vs ActiveCampaignSalesforce Marketing Cloud vs KlaviyoSalesforce Marketing Cloud vs MailchimpSalesforce Marketing Cloud vs Pardot

Compare with another product

Other Salesforce products: Tableau, Pardot, Heroku, Slack, Salesforce, Salesforce Commerce Cloud, Salesforce Service Cloud, Salesforce Engage

Work on Salesforce Marketing Cloud? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.