# Content marketing platforms for enterprise buyers: what AI models recommend, October 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, October 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/2026-10/enterprise

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/gtm/marketing/content-marketing-platforms/enterprise/index.md

**Standing:** Contently leads with 15% of first choices; verdict contested. 46 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Contently](https://www.gane.ai/index/gtm/vendors/contently/index.md) | 15% | 16% | 49 |
| 2 | [Kapost](https://www.gane.ai/index/gtm/vendors/kapost/index.md) | 13% | 0% | 16 |
| 3 | [HubSpot Content Hub](https://www.gane.ai/index/gtm/vendors/hubspot-content-hub/index.md) | 13% | 25% | 32 |
| 4 | [Optimizely CMP](https://www.gane.ai/index/gtm/vendors/optimizely-cmp/index.md) | 7% | 9% | 11 |
| 5 | [Optimizely CMS](https://www.gane.ai/index/gtm/vendors/optimizely-cms/index.md) | 4% | 10% | 21 |
| 9 | [Adobe Experience Manager](https://www.gane.ai/index/gtm/vendors/adobe-experience-manager/index.md) | 4% | 38% | 16 |
| 11 | [Adobe Marketo Engage](https://www.gane.ai/index/gtm/vendors/adobe-marketo-engage/index.md) | 2% | 8% | 12 |
| 13 | [Contentful](https://www.gane.ai/index/gtm/vendors/contentful/index.md) | 2% | 29% | 17 |
| 22 | [CoSchedule Marketing Suite](https://www.gane.ai/index/gtm/vendors/coschedule-marketing-suite/index.md) | 2% | 50% | 14 |
| 23 | Sitecore Content Hub | 0% | 9% | 11 |
| 26 | [Sprinklr Marketing](https://www.gane.ai/index/gtm/vendors/sprinklr-marketing/index.md) | 0% | 21% | 19 |
| 29 | [Sitecore](https://www.gane.ai/index/gtm/vendors/sitecore/index.md) | 0% | 27% | 11 |

Rank is by share of first choices among all 123 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 Marketo Engage, Contently, Salesforce Marketing Cloud Account Engagement
- GPT-5.4 mini: Adobe Experience Cloud; alternatives Contentful, Sprinklr Marketing
- Gemini 3.5 Flash: Optimizely CMP; alternatives Adobe Experience Manager, Adobe GenStudio, Contently, HubSpot Content Hub
- Perplexity Sonar: Adobe Experience Cloud, Adobe Experience Manager; alternatives Acrolinx, Contently, Optimizely Content, Salesforce Marketing Cloud
- Grok 4.20: no first choice; alternatives HubSpot Marketing Hub, Optimizely CMS, Sitecore, Sprinklr Marketing
- Mistral Small: HubSpot Marketing Hub; alternatives Contently, Kapost
- DeepSeek V4 Flash: Optimizely CMS; alternatives Adobe, Contently, HubSpot Content Hub, Kapost
- Llama 4 Maverick: Optimizely Content; alternatives Journey Builder, Sight AI
- Qwen 3.7 Flash: Contently; alternatives Adobe Marketo Engage, HubSpot for Marketers, Sight AI
- Kimi K2: Optimizely CMS; alternatives Contently, HubSpot Content Hub, PathFactory, Uberflip
- GLM 4.7 FlashX: Adobe Marketo Engage; alternatives Contently, HubSpot Marketing Hub, PathFactory
- MiniMax M2.5: HubSpot Content Hub; alternatives Contently, Semrush Content Marketing Platform
- GPT-6 Luna: Optimizely CMP; alternatives Adobe Workfront, Aprimo, HubSpot Marketing Hub
- Muse Glimmer 30B: HubSpot Marketing Hub; alternatives Adobe Marketo Engage, Contentful, Contently, Optimizely CMS

## Sources the answers cite

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

- trysight.ai: 51 answers, 110 citations
- blog.hubspot.com: 45 answers, 62 citations
- gartner.com: 24 answers, 33 citations
- worldmetrics.org: 24 answers, 28 citations
- thecmo.com: 20 answers, 22 citations
- socialrails.com: 17 answers, 22 citations
- gitnux.org: 17 answers, 19 citations
- brafton.com: 16 answers, 16 citations

Pages named in the most answers:

- https://blog.hubspot.com/website/content-marketing-platform (39 answers)
- https://trysight.ai/blog/best-content-marketing-platforms (29 answers)
- https://trysight.ai/blog/enterprise-content-marketing-platform (26 answers)
- https://gartner.com/reviews/market/content-marketing-platforms (17 answers)
- https://gitnux.org/best/enterprise-content-marketing-software (17 answers)
- https://brafton.com/content-marketing-platform (16 answers)
- https://distribb.io/blog/content-marketing-platform (15 answers)
- https://thecmo.com/tools/content-marketing-platform (15 answers)
- https://worldmetrics.org/best/b2b-content-marketing-software (15 answers)
- https://maestra.io/blog/comparisons/best-enterprise-marketing-platforms (13 answers)

## Warned against

- Contently: 8 of 49 labels negative. "Avoid platforms that quote custom pricing (Contently, Sprinklr, Optimizely, Adobe AEM)" (GLM 4.7 FlashX, budget prompt)
- HubSpot Content Hub: 8 of 32 labels negative. "Avoid: Pure Per-User Pricing ... Fine for small teams, costly at thousands of users." (DeepSeek V4 Flash, budget prompt)
- CoSchedule Marketing Suite: 7 of 14 labels negative. "SMB-First Orchestration & Calendar Tools (e.g., CoSchedule, StoryChief)... they lack the scaffolding required for a true global enterprise" (Gemini 3.5 Flash, negative prompt)
- Adobe Experience Manager: 6 of 16 labels negative. "Marketo, Adobe Experience Manager, etc., lack public pricing—costs balloon with negotiations and add-ons" (Grok 4.20, budget prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
New leader: HubSpot Content Hub (19%) to Contently (18%). Margin 3 points, within noise.

- Contently: 0% to 18%, +18. Cleared the floor by 7 points · rank 25 → 1 of 111.
- Kapost: 2% to 15%, +13. Cleared the floor by 2 points · rank 12 → 2 of 111.
- Optimizely CMP: 10% to 5%, −5. Inside the floor by 6 points · rank 2 → 5 of 111.
- Adobe Experience Manager: 0% to 5%, +5. Inside the floor by 6 points · rank 28 → 8 of 111.
- HubSpot Content Hub: 19% to 15%, −4. Inside the floor by 7 points · rank 1 → 3 of 111.
- Optimizely CMS: 2% to 5%, +3. Inside the floor by 8 points · rank 11 → 4 of 111.
- HubSpot Marketing Hub: 5% to 2%, −3. Inside the floor by 8 points · rank 5 → 9 of 111.
- Contentful: 5% to 2%, −3. Inside the floor by 8 points · rank 4 → 13 of 111.
- CoSchedule Marketing Suite: 5% to 2%, −3. Inside the floor by 8 points · rank 6 → 19 of 111.
- Adobe Marketo Engage: 0% to 2%, +2. Inside the floor by 9 points · rank 48 → 11 of 111.
- Sitecore Content Hub: 2% to 0%, −2. Inside the floor by 9 points · rank 10 → 20 of 111.
- Skyword: 0% to 0%, ±0. Inside the floor by 11 points · rank 29 → 22 of 111.

## Record

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