# Content marketing platforms for enterprise buyers: what AI models recommend, November 2026

Gane, the publisher, sells software in this category. Every product here is measured by the same method as in every other category.

Gane Index, November 2026 Edition. Asked as "content marketing platform" and as "content planning and production tool for marketing teams", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/gtm/marketing/content-marketing-platforms/2026-11/enterprise

**Standing:** HubSpot Content Hub leads with 16% of first choices; verdict contested. 57 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [HubSpot Content Hub](https://www.gane.ai/index/gtm/vendors/hubspot-content-hub/index.md) | 16% | 36% | 45 |
| 2 | [Optimizely CMP](https://www.gane.ai/index/gtm/vendors/optimizely-cmp/index.md) | 12% | 0% | 15 |
| 3 | [Aprimo](https://www.gane.ai/index/gtm/vendors/aprimo/index.md) | 11% | 4% | 27 |
| 4 | [Contently](https://www.gane.ai/index/gtm/vendors/contently/index.md) | 11% | 28% | 36 |
| 5 | [HubSpot Marketing Hub](https://www.gane.ai/index/gtm/vendors/hubspot-marketing-hub/index.md) | 11% | 9% | 11 |
| 7 | [Adobe Experience Manager](https://www.gane.ai/index/gtm/vendors/adobe-experience-manager/index.md) | 4% | 30% | 27 |
| 9 | [Kapost](https://www.gane.ai/index/gtm/vendors/kapost/index.md) | 4% | 18% | 11 |
| 11 | [Semrush Content Marketing Platform](https://www.gane.ai/index/gtm/vendors/semrush-content-marketing-platform/index.md) | 2% | 23% | 22 |
| 12 | [Contentful](https://www.gane.ai/index/gtm/vendors/contentful/index.md) | 2% | 24% | 17 |
| 13 | [Sitecore](https://www.gane.ai/index/gtm/vendors/sitecore/index.md) | 2% | 26% | 19 |
| 22 | [Sprinklr Marketing](https://www.gane.ai/index/gtm/vendors/sprinklr-marketing/index.md) | 0% | 9% | 22 |
| 23 | [Optimizely CMS](https://www.gane.ai/index/gtm/vendors/optimizely-cms/index.md) | 0% | 11% | 18 |

Rank is by share of first choices among all 139 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 Marketing Hub; alternatives Adobe Experience Cloud, Adobe Marketo Engage, Kapost, Optimizely CMP
- GPT-5.4 mini: Adobe, Aprimo; alternatives Contently, Sitecore, Sprinklr Marketing
- Gemini 3.5 Flash: Optimizely CMP; alternatives Adobe Experience Manager, Adobe GenStudio, Contently, HubSpot Content Hub
- Perplexity Sonar: Contently; alternatives HubSpot Content Hub, HubSpot Marketing Hub, Optimizely CMP, PathFactory
- Grok 4.20: HubSpot Content Hub; alternatives Aprimo, Contently, Semrush Content Marketing Platform, Skyword360
- Mistral Small: HubSpot Marketing Hub; alternatives Aprimo, Optimizely CMP, Semrush Content Marketing Platform
- DeepSeek V4 Flash: Contently, HubSpot Content Hub; alternatives Adobe Experience Cloud, Aprimo, Optimizely CMS, Semrush Content Marketing Platform
- Llama 4 Maverick: HubSpot Marketing Hub; alternatives Aprimo, CoSchedule Marketing Suite, Semrush Content Marketing Platform
- Qwen 3.7 Flash: Adobe Marketo Engage; alternatives Adobe Experience Manager, HubSpot Content Hub, Seismic, Sitecore
- Kimi K2: HubSpot Content Hub; alternatives Aprimo, Contently, Semrush Content Marketing Platform
- GLM 4.7 FlashX: Adobe Marketo Engage, HubSpot Marketing Hub; alternatives Aprimo, Salesforce Marketing Cloud, Semrush Content Marketing Platform
- MiniMax M2.5: HubSpot Marketing Hub, Semrush Content Marketing Platform; alternatives Aprimo, Brafton Content Marketing Platform, CoSchedule Marketing Suite
- GPT-6 Luna: Optimizely CMP; alternatives Adobe GenStudio, Aprimo
- Muse Glimmer 30B: Contently, Kapost; alternatives Adobe, Adobe Experience Manager, Adobe Marketo Engage, HubSpot Content Hub

## Sources the answers cite

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

- lister.ai: 25 answers, 26 citations
- gane.ai/index: 24 answers, 42 citations
- blog.hubspot.com: 19 answers, 25 citations
- research.oz.spotlightar.com: 19 answers, 20 citations
- hubspot.com: 16 answers, 28 citations
- storyteq.com: 16 answers, 17 citations
- thecmo.com: 14 answers, 15 citations
- findstack.com: 12 answers, 12 citations

Pages named in the most answers:

- https://lister.ai/software/marketing/content-marketing-platforms/enterprise-content-marketing-platforms (25 answers)
- https://gane.ai/index/gtm/marketing/content-marketing-platforms/enterprise (20 answers)
- https://blog.hubspot.com/website/content-marketing-platform (14 answers)
- https://findstack.com/software/content-marketing/s/enterprise (12 answers)
- https://brafton.com/content-marketing-platform (9 answers)
- https://gane.ai/index/gtm/marketing/content-marketing-platforms/2026-09/enterprise (9 answers)
- https://financesonline.com/c/content-marketing-software/b2b (8 answers)
- https://hubspot.com/pricing/content (8 answers)
- https://sprinklr.com/products/marketing-and-advertising/content-marketing (8 answers)
- https://webrand.com/blog/digital-asset-management/top-5-enterprise-content-marketing-platform-2025 (8 answers)

## Warned against

- HubSpot Content Hub: 16 of 45 labels negative. "you may want to avoid standard industry leaders that rely on "Per-Seat" pricing models: HubSpot / Adobe / Salesforce:" (Qwen 3.7 Flash, budget prompt)
- CoSchedule Marketing Suite: 7 of 19 labels negative. "Avoid: Pure per-user tools like Jasper ($59+/seat) or basic CoSchedule unless capped via enterprise deals." (Grok 4.20, budget prompt)
- Contently: 10 of 36 labels negative. "Avoid platforms that quote custom pricing (Contently, Sprinklr, Optimizely, Adobe AEM)" (Muse Glimmer 30B, negative prompt)
- Adobe Experience Manager: 8 of 27 labels negative. "Avoid: Platforms with per-seat pricing (HubSpot, Contently, Kapost, traditional AEM/Sitecore models)" (Kimi K2, budget prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
New leader: Contently (15%) to HubSpot Content Hub (16%). Margin 5 points, within noise.

- Kapost: 13% to 4%, −9. Inside the floor by 2 points · rank 2 → 9 of 139.
- Aprimo: 4% to 11%, +7. Inside the floor by 4 points · rank 7 → 3 of 139.
- HubSpot Marketing Hub: 4% to 11%, +7. Inside the floor by 4 points · rank 6 → 5 of 139.
- Optimizely CMP: 7% to 12%, +5. Inside the floor by 6 points · rank 4 → 2 of 139.
- Contently: 15% to 11%, −4. Inside the floor by 7 points · rank 1 → 4 of 139.
- Optimizely CMS: 4% to 0%, −4. Inside the floor by 7 points · rank 5 → 23 of 139.
- HubSpot Content Hub: 13% to 16%, +3. Inside the floor by 8 points · rank 3 → 1 of 139.
- Adobe Marketo Engage: 2% to 4%, +2. Inside the floor by 9 points · rank 11 → 10 of 139.
- Semrush Content Marketing Platform: 0% to 2%, +2. Inside the floor by 9 points · rank 83 → 11 of 139.
- Sitecore: 0% to 2%, +2. Inside the floor by 9 points · rank 29 → 13 of 139.
- Sitecore Content Hub: 0% to 2%, +2. Inside the floor by 9 points · rank 23 → 14 of 139.
- CoSchedule Marketing Suite: 2% to 0%, −2. Inside the floor by 9 points · rank 22 → 92 of 139.

## 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.