# Digital asset management: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "digital asset management system" and as "DAM platform", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/gtm/marketing/digital-asset-management

**Standing:** Canto leads with 40% of first choices; verdict contested. 48 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Canto](https://www.gane.ai/index/gtm/vendors/canto/index.md) | 40% | 6% | 52 |
| 2 | [Filecamp](https://www.gane.ai/index/gtm/vendors/filecamp/index.md) | 17% | 0% | 24 |
| 3 | [Bynder](https://www.gane.ai/index/gtm/vendors/bynder/index.md) | 15% | 20% | 56 |
| 4 | [Brandfolder](https://www.gane.ai/index/gtm/vendors/brandfolder/index.md) | 6% | 8% | 39 |
| 5 | [Pics.io](https://www.gane.ai/index/gtm/vendors/pics-io/index.md) | 6% | 5% | 20 |
| 6 | [Air](https://www.gane.ai/index/gtm/vendors/air/index.md) | 4% | 0% | 13 |
| 8 | [ResourceSpace](https://www.gane.ai/index/gtm/vendors/resourcespace/index.md) | 2% | 10% | 10 |
| 13 | [Cloudinary](https://www.gane.ai/index/gtm/vendors/cloudinary/index.md) | 0% | 0% | 29 |
| 14 | [MediaValet](https://www.gane.ai/index/gtm/vendors/mediavalet/index.md) | 0% | 13% | 30 |
| 15 | [Acquia DAM](https://www.gane.ai/index/gtm/vendors/acquia-dam/index.md) | 0% | 24% | 25 |
| 16 | [Aprimo](https://www.gane.ai/index/gtm/vendors/aprimo/index.md) | 0% | 18% | 17 |
| 76 | [Adobe Experience Manager Assets](https://www.gane.ai/index/gtm/vendors/adobe-experience-manager-assets/index.md) | 0% | 42% | 36 |

Rank is by share of first choices among all 87 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: Canto; alternatives Brandfolder, Bynder, MediaValet
- GPT-5.4 mini: Canto; alternatives Acquia DAM, Bynder
- Gemini 3.5 Flash: Canto; alternatives Acquia DAM, Brandfolder, Bynder, MediaValet
- Perplexity Sonar: Canto; alternatives Brandfolder, Cloudinary, Frontify, MediaValet
- Grok 4.20: Bynder; alternatives Acquia DAM, Brandfolder, Canto, Cloudinary
- Mistral Small: Bynder, Pics.io; alternatives Air, Canto
- DeepSeek V4 Flash: Canto; alternatives Brandfolder, Bynder, Filecamp, MediaValet
- Llama 4 Maverick: Pics.io; alternatives Air, Canto
- Qwen 3.7 Flash: Canto; alternatives Brandfolder, Bynder, MediaValet
- Kimi K2: Canto; alternatives Acquia DAM, Air, Brandfolder, MediaValet
- GLM 4.7 FlashX: Bynder; alternatives Acquia DAM, Aprimo, Brandfolder, Canto
- MiniMax M2.5: Canto; alternatives Brandfolder, Bynder
- GPT-6 Luna: Canto; alternatives Brandfolder, Cloudinary
- Muse Glimmer 30B: Brandfolder; alternatives Bynder, Canto

## Sources the answers cite

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

- cloudinary.com: 43 answers, 75 citations
- capterra.com: 40 answers, 68 citations
- softwareadvice.com: 28 answers, 32 citations
- zapier.com: 24 answers, 24 citations
- canto.com: 23 answers, 25 citations
- g2.com: 22 answers, 38 citations
- brandfolder.com: 19 answers, 35 citations
- resources.rework.com: 15 answers, 17 citations

Pages named in the most answers:

- https://capterra.com/resources/best-digital-asset-management-software-reviews-analysis (34 answers)
- https://zapier.com/blog/dam-software (24 answers)
- https://cloudinary.com/guides/digital-asset-management/best-digital-asset-management-tools (23 answers)
- https://softwareadvice.com/cms/digital-asset-management-comparison (17 answers)
- https://resources.rework.com/tools/design-creative/best-digital-asset-management-software-2026 (14 answers)
- https://canto.com/blog/top-dam-software (11 answers)
- https://capterra.com/digital-asset-management-software (10 answers)
- https://ciopages.com/buyer-guides/digital-asset-management (10 answers)
- https://cloudinary.com/guides/digital-asset-management/affordable-dam-software-guide (10 answers)
- https://cloudinary.com/guides/digital-asset-management/best-dam-platform-for-enterprise-marketing-teams (10 answers)

## Warned against

- Adobe Experience Manager Assets: 15 of 36 labels negative. "The product is extremely expensive yet lacks in many areas compared to its competitors. AEM Assets carries a huge administrative burden, is extremely clunky, not user friendly" (Claude Haiku 4.5, negative prompt)
- Bynder: 11 of 56 labels negative. "Enterprise tools to avoid on a budget: Adobe Experience Manager, Bynder, Brandfolder, or MediaValet" (Grok 4.20, budget prompt)
- Dropbox: 6 of 9 labels negative. "Avoid overkill (pure enterprise tools like OpenText) or overly simple ones (basic file-sharing like Dropbox)" (Grok 4.20, scale prompt)
- Acquia DAM: 6 of 25 labels negative. "avoid "heavy" enterprise platforms like Adobe Experience Manager (AEM) or Acquia DAM" (Qwen 3.7 Flash, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Canto at 40%.

- Canto: 45% to 40%, −5. Inside the floor by 6 points · rank 1 of 87, unchanged.
- Pics.io: 2% to 6%, +4. Inside the floor by 7 points · rank 7 → 5 of 87.
- ResourceSpace: 6% to 2%, −4. Inside the floor by 7 points · rank 4 → 8 of 87.
- Brandfolder: 4% to 6%, +2. Inside the floor by 9 points · rank 5 → 4 of 87.
- Air: 2% to 4%, +2. Inside the floor by 9 points · rank 8 → 6 of 87.
- Acquia DAM: 2% to 0%, −2. Inside the floor by 9 points · rank 6 → 15 of 87.
- Filecamp: 17% to 17%, ±0. Inside the floor by 11 points · rank 2 of 87, unchanged.
- Bynder: 15% to 15%, ±0. Inside the floor by 11 points · rank 3 of 87, unchanged.
- Cloudinary: 0% to 0%, ±0. Inside the floor by 11 points · rank 13 of 87, unchanged.
- MediaValet: 0% to 0%, ±0. Inside the floor by 11 points · rank 15 → 14 of 87.
- Aprimo: 0% to 0%, ±0. Inside the floor by 11 points · rank 16 of 87, unchanged.
- Frontify: 0% to 0%, ±0. Inside the floor by 11 points · rank 14 → 17 of 87.

## 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.