# Adobe Marketo Engage: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 129 judge labels across 18 categories by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/adobe-marketo-engage

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Marketing automation and campaign management](https://www.gane.ai/index/gtm/marketing/marketing-automation/index.md) | 0% | 9 | 33% | 60 |
| [Email marketing platforms](https://www.gane.ai/index/gtm/marketing/email-marketing/index.md) | 0% | 48 | 55% | 22 |
| [Ecommerce marketing](https://www.gane.ai/index/gtm/marketing/ecommerce-marketing/index.md) | 0% | 25 | 33% | 9 |
| [Marketing resource management](https://www.gane.ai/index/gtm/marketing/marketing-resource-management/index.md) | 0% | 69 | 43% | 7 |
| [Channel partner and local marketing](https://www.gane.ai/index/gtm/partner/channel-partner-and-local-marketing/index.md) | 0% | 34 | 17% | 6 |
| [Account-based marketing platforms](https://www.gane.ai/index/gtm/marketing/account-based-marketing-platforms/index.md) | 0% | 61 | 40% | 5 |
| [Content marketing platforms](https://www.gane.ai/index/gtm/marketing/content-marketing-platforms/index.md) | 0% | 41 | 20% | 5 |
| [AI marketing agents](https://www.gane.ai/index/gtm/marketing/ai-marketing-agents/index.md) | 0% | 52 | 25% | 4 |
| [Mobile apps](https://www.gane.ai/index/gtm/marketing/mobile-apps/index.md) | 0% | 60 | 0% | 2 |
| [Creative automation platforms](https://www.gane.ai/index/gtm/marketing/creative-automation/index.md) | 0% | 48 | 0% | 1 |
| [CRM](https://www.gane.ai/index/gtm/revops/crm/index.md) | 0% | 39 | 0% | 1 |
| [Data management platforms](https://www.gane.ai/index/gtm/gtm-data/data-management-platforms/index.md) | 0% | 102 | 0% | 1 |
| [Landing pages and interactive content](https://www.gane.ai/index/gtm/marketing/landing-pages-and-interactive-content/index.md) | 0% | 78 | 100% | 1 |
| [Lead routing and management](https://www.gane.ai/index/gtm/sales/lead-routing-and-management/index.md) | 0% | 79 | 100% | 1 |
| [Content management systems for marketing sites](https://www.gane.ai/index/gtm/marketing/marketing-cms/index.md) | 0% | 17 | 0% | 1 |
| [Print](https://www.gane.ai/index/gtm/marketing/print/index.md) | 0% | 33 | 0% | 1 |
| [Retail, proximity and IoT marketing](https://www.gane.ai/index/gtm/marketing/retail-proximity-and-iot-marketing/index.md) | 0% | 104 | 0% | 1 |
| [Web analytics](https://www.gane.ai/index/gtm/gtm-data/web-analytics/index.md) | 0% | 61 | 0% | 1 |

## What the models said for it

- "Complex, multi-product or multi-region demand generation with a mature marketing-operations team; it offers greater orchestration depth but typically requires more administration." (Perplexity Sonar, Marketing resource mgt)
- "look at Adobe Marketo Engage. It offers deeper automation and account-based capabilities, but may be more platform than a team with straightforward email needs requires" (GPT-6 Luna, Email marketing)
- "Consider Adobe Marketo Engage if you need sophisticated scoring, multi-step nurture, and intricate campaign orchestration—and have the team to manage it." (GPT-6 Luna, Marketing automation)
- "Consider Adobe Marketo Engage; it's designed for sophisticated, personalized campaigns and lead management, but pricing is quote-based." (GPT-6 Luna, Email marketing)

## And against it

- "Why cautious/avoid: Frequently cited as overly complex... Avoid if: You're a smaller team, non-technical, or on a budget." (Grok 4.20, Marketing automation)
- "Avoid pure enterprise tools like Marketo or full ZoomInfo suites unless you're already deeply embedded" (Grok 4.20, ABM)
- "enterprise-heavy options like Marketo or Adobe Experience Manager (too complex/expensive)" (Grok 4.20, Landing pages)
- "Avoid if you're a mid-size company. It's only worth it for large enterprises" (DeepSeek V4 Flash, Marketing automation)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 4 | 3 | 1 | 8 |
| GPT-5.4 mini | 0 | 6 | 0 | 1 | 7 |
| Gemini 3.5 Flash | 0 | 4 | 2 | 4 | 10 |
| Perplexity Sonar | 0 | 6 | 0 | 3 | 9 |
| Grok 4.20 | 0 | 5 | 2 | 9 | 16 |
| Mistral Small | 0 | 2 | 4 | 3 | 9 |
| DeepSeek V4 Flash | 0 | 4 | 0 | 6 | 10 |
| Llama 4 Maverick | 0 | 0 | 4 | 1 | 5 |
| Qwen 3.7 Flash | 0 | 3 | 1 | 2 | 6 |
| Kimi K2 | 0 | 4 | 2 | 6 | 12 |
| GLM 4.7 FlashX | 0 | 3 | 3 | 3 | 9 |
| MiniMax M2.5 | 0 | 6 | 2 | 3 | 11 |
| GPT-6 Luna | 0 | 6 | 0 | 0 | 6 |
| Muse Glimmer 30B | 0 | 6 | 2 | 3 | 11 |

## Sources returned with these answers

The sites and pages cited by the answers that named Adobe Marketo Engage, from 311 of the 368 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 121
- gane.ai/index: 67
- blog.hubspot.com: 49
- improvado.io: 48
- capterra.com: 41
- linkedin.com: 38
- business.adobe.com: 37 (its own site)
- salesforce.com: 36
- toolradar.com: 36
- research.oz.spotlightar.com: 34

### Pages cited

- https://improvado.io/blog/marketing-automation-tools: 33
- https://g2.com/categories/marketing-automation/enterprise: 32
- https://liminal.pt/martech-magazine/en/best-ai-marketing-automation-platforms-for-b2b: 31
- https://ciopages.com/buyer-guides/marketing-automation: 27
- https://research.oz.spotlightar.com/reports/magic-quadrant-b2b-marketing-automation-platforms-2024/leaders: 27
- https://www.gane.ai/index/gtm/marketing/marketing-automation/enterprise: 26
- https://technologyadvice.com/email-marketing-software/best-b2b-email-marketing-software: 26
- https://munro.agency/insights/top-marketing-automation-systems: 21

## The company

Adobe; https://www.adobe.com/; San Jose, United States; founded 1982; about 25,988 employees (2021); public, ABS on London Stock Exchange. From Wikidata, fetched 2026-09-14.

## In its own words

What Adobe Marketo Engage's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: A guide to using Marketo Engage APIs (https://developer.adobe.com/marketo-apis)
- For: B2B marketers (https://www.adobe.com/accessibility/compliance/adobe-marketo-2020-acr.html)

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.