# Content management systems for marketing sites for enterprise buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "marketing website CMS" and as "CMS for a marketing site", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/gtm/marketing/marketing-cms/2026-11/enterprise

**Standing:** Adobe Experience Manager leads with 29% of first choices; verdict contested. 51 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Adobe Experience Manager](https://www.gane.ai/index/gtm/vendors/adobe-experience-manager/index.md) | 29% | 37% | 68 |
| 2 | dotCMS | 14% | 0% | 11 |
| 3 | [HubSpot Content Hub](https://www.gane.ai/index/gtm/vendors/hubspot-content-hub/index.md) | 12% | 24% | 42 |
| 4 | [Contentful](https://www.gane.ai/index/gtm/vendors/contentful/index.md) | 10% | 20% | 66 |
| 5 | [Webflow CMS](https://www.gane.ai/index/gtm/vendors/webflow-cms/index.md) | 8% | 30% | 33 |
| 6 | [Sitecore Experience Platform](https://www.gane.ai/index/gtm/vendors/sitecore-experience-platform/index.md) | 6% | 27% | 56 |
| 7 | [WordPress](https://www.gane.ai/index/gtm/vendors/wordpress/index.md) | 4% | 28% | 53 |
| 8 | [Drupal](https://www.gane.ai/index/gtm/vendors/drupal/index.md) | 2% | 22% | 32 |
| 9 | [Sanity](https://www.gane.ai/index/gtm/vendors/sanity/index.md) | 2% | 19% | 31 |
| 10 | [Storyblok](https://www.gane.ai/index/gtm/vendors/storyblok/index.md) | 2% | 15% | 20 |
| 12 | [Optimizely CMS](https://www.gane.ai/index/gtm/vendors/optimizely-cms/index.md) | 2% | 28% | 18 |
| 17 | [Acquia Drupal](https://www.gane.ai/index/gtm/vendors/acquia-drupal/index.md) | 0% | 0% | 15 |

Rank is by share of first choices among all 71 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

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

- Claude Haiku 4.5: HubSpot Content Hub; alternatives Adobe Experience Manager, Sitecore Experience Platform, WordPress with Enterprise Plugins
- GPT-5.4 mini: Adobe Experience Manager; alternatives Contentful, Sitecore Experience Platform
- Gemini 3.5 Flash: Webflow CMS; alternatives Contentful, HubSpot Content Hub, WordPress
- Perplexity Sonar: Webflow CMS; alternatives Contentful, HubSpot Content Hub
- Grok 4.20: HubSpot Content Hub; alternatives Drupal, Sitecore Experience Platform, Webflow CMS
- Mistral Small: Adobe Experience Manager; alternatives HubSpot Content Hub, Sitecore Experience Platform, WordPress
- DeepSeek V4 Flash: HubSpot Content Hub; alternatives Adobe Experience Manager, Contentful, Contentstack, Sanity
- Llama 4 Maverick: Adobe Experience Manager; alternatives HubSpot Content Hub, Sitecore Experience Platform, UnfoldCMS, Webflow CMS
- Qwen 3.7 Flash: HubSpot Content Hub; alternatives Adobe Experience Manager, Contentful, Webflow CMS
- Kimi K2: HubSpot Content Hub; alternatives Contentful, Sanity, Strapi
- GLM 4.7 FlashX: Adobe Experience Manager; alternatives Contentful, Contentstack, Drupal, HubSpot Content Hub
- MiniMax M2.5: Adobe Experience Manager, Sitecore Experience Platform; alternatives Contentful, Drupal, HubSpot Content Hub, Sanity
- GPT-6 Luna: Webflow CMS; alternatives Adobe Experience Manager, Contentful, HubSpot Content Hub, WordPress
- Muse Glimmer 30B: Adobe Experience Manager – AEM; alternatives Contentful, Drupal, HubSpot Content Hub, Sitecore Experience Platform

## Sources the answers cite

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

- webflow.com: 28 answers, 36 citations
- brightspot.com: 20 answers, 29 citations
- wpvip.com: 20 answers, 29 citations
- dotcms.com: 19 answers, 40 citations
- blog.hubspot.com: 18 answers, 22 citations
- gane.ai/index: 16 answers, 18 citations
- protocol80.com: 14 answers, 14 citations
- smarte.pro: 14 answers, 14 citations

Pages named in the most answers:

- https://webflow.com/blog/enterprise-cms (21 answers)
- https://gane.ai/index/gtm/marketing/marketing-cms/enterprise (15 answers)
- https://blog.hubspot.com/website/best-cms-systems (14 answers)
- https://smarte.pro/blog/enterprise-cms-platforms (14 answers)
- https://toolradar.com/guides/best-enterprise-cms (12 answers)
- https://builtin.com/articles/enterprise-cms-platforms (11 answers)
- https://dotcms.com/blog/10-enterprise-content-management-systems (11 answers)
- https://wpvip.com/blog/10-best-enterprise-content-management-systems (11 answers)
- https://dotcms.com/blog/enterprise-cms-how-to-choose-a-cost-efficient-secure-platform-that-scales (10 answers)
- https://protocol80.com/blog/best-b2b-cms (10 answers)

## Warned against

- Adobe Experience Manager: 25 of 68 labels negative. "Platforms to Avoid for Predictable Costs ... No published pricing; costs scale unpredictably" (Kimi K2, budget prompt)
- Contentful: 13 of 66 labels negative. "Platforms to Avoid for Cost Predictability

Be cautious with SaaS headless platforms like Contentful" (Claude Haiku 4.5, budget prompt)
- WordPress: 15 of 53 labels negative. "Avoid for This Scale - WordPress/Drupal: Lacks native enterprise governance/security without heavy plugins." (Muse Glimmer 30B, negative prompt)
- Sitecore Experience Platform: 15 of 56 labels negative. "Legacy CMS platforms like Sitecore 8 come with mounting risks: unpatched security gaps, poor mobile and SEO performance" (Claude Haiku 4.5, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Adobe Experience Manager at 29%.

- dotCMS: 2% to 14%, +12. Cleared the floor by 1 point · rank 15 → 2 of 71.
- Adobe Experience Manager: 22% to 29%, +7. Inside the floor by 4 points · rank 1 of 71, unchanged.
- HubSpot Content Hub: 18% to 12%, −6. Inside the floor by 5 points · rank 2 → 3 of 71.
- Webflow CMS: 4% to 8%, +4. Inside the floor by 7 points · rank 8 → 5 of 71.
- Sitecore Experience Platform: 10% to 6%, −4. Inside the floor by 7 points · rank 3 → 6 of 71.
- WordPress: 8% to 4%, −4. Inside the floor by 7 points · rank 5 → 7 of 71.
- Contentstack: 4% to 0%, −4. Inside the floor by 7 points · rank 7 → 19 of 71.
- Contentful: 8% to 10%, +2. Inside the floor by 9 points · rank 4 of 71, unchanged.
- Sanity: 0% to 2%, +2. Inside the floor by 9 points · rank 16 → 9 of 71.
- Storyblok: 4% to 2%, −2. Inside the floor by 9 points · rank 10 of 71, unchanged.
- Optimizely CMS: 4% to 2%, −2. Inside the floor by 9 points · rank 9 → 12 of 71.
- Drupal: 2% to 2%, ±0. Inside the floor by 11 points · rank 12 → 8 of 71.

## 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.