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

Gane Index, October 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/2026-10

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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/digital-asset-management/index.md

**Standing:** Canto leads with 45% of first choices; verdict clear leader. 53 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) | 45% | 4% | 52 |
| 2 | [Filecamp](https://www.gane.ai/index/gtm/vendors/filecamp/index.md) | 17% | 5% | 22 |
| 3 | [Bynder](https://www.gane.ai/index/gtm/vendors/bynder/index.md) | 15% | 18% | 55 |
| 4 | [ResourceSpace](https://www.gane.ai/index/gtm/vendors/resourcespace/index.md) | 6% | 0% | 17 |
| 5 | [Brandfolder](https://www.gane.ai/index/gtm/vendors/brandfolder/index.md) | 4% | 9% | 45 |
| 6 | [Acquia DAM](https://www.gane.ai/index/gtm/vendors/acquia-dam/index.md) | 2% | 5% | 21 |
| 7 | [Pics.io](https://www.gane.ai/index/gtm/vendors/pics-io/index.md) | 2% | 0% | 10 |
| 8 | [Air](https://www.gane.ai/index/gtm/vendors/air/index.md) | 2% | 20% | 15 |
| 13 | [Cloudinary](https://www.gane.ai/index/gtm/vendors/cloudinary/index.md) | 0% | 9% | 22 |
| 14 | [Frontify](https://www.gane.ai/index/gtm/vendors/frontify/index.md) | 0% | 0% | 16 |
| 15 | [MediaValet](https://www.gane.ai/index/gtm/vendors/mediavalet/index.md) | 0% | 5% | 20 |
| 16 | [Aprimo](https://www.gane.ai/index/gtm/vendors/aprimo/index.md) | 0% | 12% | 16 |

Rank is by share of first choices among all 70 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 Acquia DAM, Brandfolder, MediaValet
- GPT-5.4 mini: Bynder; alternatives Acquia DAM, Akeneo, Canto, Plytix Cloud PIM & DAM
- Gemini 3.5 Flash: Canto; alternatives Acquia DAM, Brandfolder, Bynder, Masset
- Perplexity Sonar: Bynder; alternatives Brandfolder, Canto, Frontify
- Grok 4.20: Canto; alternatives Brandfolder, Bynder, OpenAsset
- Mistral Small: Canto; alternatives Brandfolder, Templafy
- DeepSeek V4 Flash: Canto; alternatives Bynder, Filecamp, Frontify
- Llama 4 Maverick: Canto; alternatives Brandfolder, Templafy
- Qwen 3.7 Flash: Canto, OpenAsset; alternatives Brandfolder, Frontify
- Kimi K2: Canto; alternatives Brandfolder, Bynder, Filecamp
- GLM 4.7 FlashX: Canto; alternatives Brandfolder, Bynder, Filecamp
- MiniMax M2.5: Bynder, Canto; alternatives Frontify, MediaValet, OpenAsset
- GPT-6 Luna: Canto; alternatives Brandfolder, Bynder
- Muse Glimmer 30B: Bynder; alternatives Aprimo, Brandfolder, Canto, Cloudinary

## 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:

- canto.com: 53 answers, 65 citations
- zapier.com: 35 answers, 35 citations
- templafy.com: 30 answers, 32 citations
- g2.com: 27 answers, 49 citations
- thedigitalprojectmanager.com: 26 answers, 36 citations
- air.inc: 24 answers, 31 citations
- cloudinary.com: 24 answers, 30 citations
- vntana.com: 23 answers, 26 citations

Pages named in the most answers:

- https://canto.com/blog/top-dam-software (41 answers)
- https://zapier.com/blog/dam-software (35 answers)
- https://templafy.com/digital-asset-management-software (30 answers)
- https://getmasset.com/digital-asset-management-software (20 answers)
- https://cmswire.com/digital-asset-management/examining-19-enterprise-digital-asset-management-solutions (18 answers)
- https://g2.com/categories/digital-asset-management (17 answers)
- https://thedigitalprojectmanager.com/tools/digital-asset-management-software (16 answers)
- https://air.inc/resources/best-dam-solutions (15 answers)
- https://vntana.com/roundup/best-enterprise-digital-asset-management-software (13 answers)
- https://fast.io/resources/best-dam-software (12 answers)

## Warned against

- Adobe Experience Manager Assets: 14 of 30 labels negative. "Avoid if: you're a mid-sized company, use diverse tools, or need fast implementation." (DeepSeek V4 Flash, negative prompt)
- Bynder: 10 of 55 labels negative. "Avoid pricier ones like Canto or Bynder unless scaling up." (Grok 4.20, budget prompt)
- Brandfolder: 4 of 45 labels negative. "Platforms like Bynder and Brandfolder serve mid-market brand management needs but lack the lifecycle depth and governance infrastructure required at enterprise scale." (Muse Glimmer 30B, comparative prompt)
- Dropbox: 4 of 8 labels negative. "Reliance on generic tools like Dropbox/Google Drive as "DAM substitutes"—they lack metadata, rights management, and versioning." (Grok 4.20, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Canto at 46%.

- Canto: 34% to 46%, +12. Cleared the floor by 1 point · rank 1 of 63, unchanged.
- Filecamp: 19% to 17%, −2. Inside the floor by 9 points · rank 2 of 63, unchanged.
- Brandfolder: 6% to 4%, −2. Inside the floor by 9 points · rank 4 of 63, unchanged.
- Acquia DAM: 0% to 2%, +2. Inside the floor by 9 points · rank 16 → 6 of 63.
- Air: 0% to 2%, +2. Inside the floor by 9 points · rank 18 → 7 of 63.
- Cloudinary: 2% to 0%, −2. Inside the floor by 9 points · rank 8 → 12 of 63.
- Bynder: 15% to 15%, ±0. Inside the floor by 11 points · rank 3 of 63, unchanged.
- ResourceSpace: 4% to 4%, ±0. Inside the floor by 11 points · rank 7 → 5 of 63.
- Frontify: 0% to 0%, ±0. Inside the floor by 11 points · rank 15 → 13 of 63.
- MediaValet: 0% to 0%, ±0. Inside the floor by 11 points · rank 14 of 63, unchanged.
- Aprimo: 0% to 0%, ±0. Inside the floor by 11 points · rank 17 → 15 of 63.
- Pics.io: 0% to 0%, ±0. Inside the floor by 11 points · rank 19 → 16 of 63.

## 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.