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

GTM AI Recommendation Index, October 2026 Edition. Named in 110 judge labels across 14 categories by 14 of 14 models. Page: https://gtm-ai-index.com/vendors/adobe-marketo-engage/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Mobile apps | 2% | 22 | 33% | 3 |
| Marketing automation and campaign management | 0% | 13 | 39% | 57 |
| Email marketing platforms | 0% | 50 | 50% | 18 |
| Ecommerce marketing | 0% | 113 | 55% | 11 |
| Channel partner and local marketing | 0% | 33 | 17% | 6 |
| Account-based marketing platforms | 0% | 28 | 25% | 4 |
| Content marketing platforms | 0% | 49 | 33% | 3 |
| Marketing resource management | 0% | 106 | 100% | 2 |
| AI marketing agents | 0% | 125 | 0% | 1 |
| Customer intelligence and data science | 0% | 84 | 0% | 1 |
| Digital asset management | 0% | 38 | 0% | 1 |
| Lead routing and management | 0% | 71 | 0% | 1 |
| Content management systems for marketing sites | 0% | 32 | 0% | 1 |
| Sales enablement and content | 0% | 44 | 0% | 1 |

## What the models said for it

- "Marketo is the dominant choice for mid-market B2B" (Qwen 3.7 Flash, Mobile apps)
- "if you have a more complex marketing ops stack, sophisticated nurturing needs, and a team that can support a more complex platform" (GPT-5.4 mini, Email marketing)
- "better if you are already at the upper end of mid-market and need deeper enterprise-style marketing automation tied to Salesforce" (Perplexity Sonar, Channel marketing)
- "If your sales cycle is complex and you have the budget, Marketo or Pardot are strong enterprise-grade choices." (MiniMax M2.5, Marketing automation)

## And against it

- "The three platforms I'd most strongly caution against ... 1. Marketo — unless you're a large enterprise with dedicated admin staff." (DeepSeek V4 Flash, Marketing automation)
- "Marketo — Unless you have a dedicated marketing operations team, the complexity and cost aren't justified at mid-market scale." (DeepSeek V4 Flash, Ecommerce marketing)
- "Marketo is notorious for its dated user interface and steep learning curve... Avoid if: You are a small-to-medium business (SMB)" (Gemini 3.5 Flash, Marketing automation)
- "if you are a small or medium business, because one review says it is too advanced, less user-friendly, and expensive" (Perplexity Sonar, Marketing automation)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Marketing automation and campaign management: 4% to 0%, −4. Inside the floor by 7 points · rank 4 → 13 of 59.
- Mobile apps: 0% to 2%, +2. Inside the floor by 9 points · rank 32 → 22 of 117.
- Email marketing platforms: 0% to 0%, ±0. Inside the floor by 11 points · rank 44 → 50 of 66.
- Ecommerce marketing: 0% to 0%, ±0. Inside the floor by 11 points · rank 141 → 113 of 115.
- Channel partner and local marketing: 0% to 0%, ±0. Inside the floor by 11 points · rank 56 → 33 of 124.
- Account-based marketing platforms: 0% to 0%, ±0. Inside the floor by 11 points · rank 68 → 28 of 71.
- Content marketing platforms: 0% to 0%, ±0. Inside the floor by 11 points · rank 95 → 49 of 135.
- Marketing resource management: 0% to 0%, ±0. New · not ranked in September 2026 · rank 106 of 110.
- Customer intelligence and data science: 0% to 0%, ±0. New · not ranked in September 2026 · rank 84 of 142.
- Digital asset management: 0% to 0%, ±0. New · not ranked in September 2026 · rank 38 of 70.
- Lead routing and management: 0% to 0%, ±0. Inside the floor by 11 points · rank 94 → 71 of 111.
- Content management systems for marketing sites: 0% to 0%, ±0. Inside the floor by 11 points · rank 37 → 32 of 55.
- Sales enablement and content: 0% to 0%, ±0. New · not ranked in September 2026 · rank 44 of 72.

## 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://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.