Adobe Marketo Engage

By Adobe

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

Mention rate

100%of all answers on this question

Best standing

#1of 26 on Best marketing automation software

Buying questions

1where 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

1. Claude Haiku 5.5100%
2. GPT-6 Luna100%
3. Gemini 4 Argon100%
4. Qwen 3.8 Flash100%
5. DeepSeek V4 Pro100%
6. GLM-5.3100%
7. Kimi K3100%
8. MiniMax M3100%
9. Mistral Large 4100%
10. Nemotron 3 Ultra100%

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 10

• Claude Haiku 5.5Deep enterprise lead management and powerful multi-channel campaign orchestration
• GPT-6 LunaDeep, mature B2B automation with sophisticated segmentation, scoring, and campaign orchestration.
• Gemini 4 ArgonEnterprise powerhouse for complex B2B lead nurturing, scoring, and revenue attribution.
• Qwen 3.8 FlashGold standard B2B lead management; deep Salesforce-native automation.
• DeepSeek V4 ProEnterprise-grade automation depth, lead scoring, and B2B campaign sophistication.
• GLM-5.3Enterprise-grade B2B automation with deep lead management and reporting.
• Kimi K3Best enterprise-grade automation power, lead lifecycle management, and scalable campaign logic.
• MiniMax M3Enterprise-grade automation with deep lead management and analytics.
• Mistral Large 4Enterprise powerhouse; deep B2B capabilities and Adobe ecosystem.
• Nemotron 3 UltraEnterprise-grade power, deep Adobe integration

Against the competition

Each question's products ranked by the share of all answers that named them, Adobe Marketo Engage 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%

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	100	100	100	100	100	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 marketing automation software	100	100	100	100

Head to head

Against the products named most often on the same questions

Adobe Marketo Engage vs HubSpotAdobe Marketo Engage vs ActiveCampaignAdobe Marketo Engage vs KlaviyoAdobe Marketo Engage vs MailchimpAdobe Marketo Engage vs PardotAdobe Marketo Engage vs Brevo

Compare with another product

Other Adobe products: Adobe Acrobat Sign, Adobe XD, Adobe Commerce, Magento, Adobe Illustrator, Adobe Analytics, Adobe Photoshop, Adobe Creative Cloud, Adobe Campaign, Adobe Experience Cloud, Adobe Experience Platform

Work on Adobe Marketo Engage? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.