# Marketing resource management for enterprise buyers: what AI models recommend, October 2026

GTM AI Recommendation Index, October 2026 Edition. Asked as "marketing resource management platform" and as "marketing planning, budgeting and calendar tool", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories. Page: https://gtm-ai-index.com/marketing/marketing-resource-management/enterprise/

**Standing:** Aprimo leads with 36% of first choices; verdict contested. 50 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Aprimo | 36% | 21% | 63 |
| 2 | Uptempo | 20% | 8% | 25 |
| 3 | Adobe Workfront | 18% | 29% | 51 |
| 4 | Screendragon | 2% | 7% | 14 |
| 5 | Opal | 2% | 0% | 10 |
| 6 | Wrike for Marketing | 2% | 38% | 50 |
| 7 | monday.com Work Management | 2% | 37% | 27 |
| 8 | Smartsheet | 0% | 42% | 12 |
| 9 | Asana | 0% | 38% | 24 |
| 10 | Bynder | 0% | 42% | 19 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Aprimo; alternatives 6sense, Adobe Marketo Engage, Salesforce Marketing Cloud
- GPT-5.4 mini: Adobe Workfront; alternatives Aprimo
- Gemini 3.5 Flash: Uptempo; alternatives Adobe Workfront, Aprimo, Atlassian, Wrike for Marketing
- Perplexity Sonar: Aprimo; alternatives MarcomCentral, Opal, Salesforce Marketing Cloud
- Grok 4.1 Fast: Aprimo; alternatives Adobe Workfront, Asana
- Mistral Small: Aprimo, Screendragon; alternatives IntelligenceBank, Wrike for Marketing, monday.com Work Management
- DeepSeek V4 Flash: Adobe Workfront, Aprimo; alternatives Allocadia, BrandMaker, Wrike for Marketing
- Llama 4 Maverick: Opal; alternatives Aprimo
- Qwen 3.7 Flash: Adobe Workfront; alternatives Aprimo, Screendragon, monday.com Work Management
- Kimi K2: Uptempo; alternatives Adobe Workfront, Aprimo
- GLM 4.7 FlashX: Aprimo; alternatives Lytho, Screendragon, Workfront
- MiniMax M2.5: Aprimo; alternatives Opal, Wrike for Marketing
- GPT-6 Luna: Aprimo; alternatives Adobe Workfront
- Muse Glimmer 30B: Aprimo; alternatives Acquia DAM, BrandMaker, Screendragon, Uptempo

## Sources the answers cite

80 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- g2.com: 41 answers, 67 citations
- teamwork.com: 40 answers, 40 citations
- guideflow.com: 39 answers, 39 citations
- learn.g2.com: 36 answers, 37 citations
- zendikt.com: 35 answers, 50 citations
- soku.ai: 34 answers, 34 citations
- techdogs.com: 32 answers, 41 citations
- uptempo.io: 25 answers, 40 citations

Pages named in the most answers:

- https://teamwork.com/blog/marketing-resource-management (37 answers)
- https://soku.ai/blog/marketing-resource-management-software (34 answers)
- https://guideflow.com/blog/best-marketing-resource-management-software (31 answers)
- https://learn.g2.com/best-marketing-resource-management-software (31 answers)
- https://zendikt.com/top-10-mrm-software (30 answers)
- https://techdogs.com/td-articles/product-mine/best-marketing-resource-management-software (27 answers)
- https://g2.com/categories/marketing-resource-management?order=g2_score&page=2 (22 answers)
- https://workwithopal.com/about/blog/best-marketing-resource-management-software (20 answers)
- https://zendikt.com/category/mrm-software (20 answers)
- https://thecmo.com/tools/best-mrm-software (16 answers)

## Warned against

- Aprimo: 13 of 63 labels negative. "Aprimo — High Risk of Scope Creep and Implementation Failure ... Best avoided by: Enterprises that don't have a dedicated internal IT/project management team" (DeepSeek V4 Flash, negative prompt)
- Wrike for Marketing: 19 of 50 labels negative. "Wrike (Specifically for MRM Use) — Ownership Churn and Roadmap Instability ... Best avoided by: Large enterprises seeking a single, dedicated MRM platform" (DeepSeek V4 Flash, negative prompt)
- Adobe Workfront: 15 of 51 labels negative. "Adobe Workfront — Expensive Vendor Lock-In and Opaque Pricing ... Best avoided by: Enterprises not already committed to the Adobe ecosystem." (DeepSeek V4 Flash, negative prompt)
- monday.com Work Management: 10 of 27 labels negative. "Generic project-management tools such as Asana, monday.com, Trello, Smartsheet, and similar tools if they are being proposed as a full MRM replacement" (Perplexity Sonar, negative prompt)

## 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.