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

Gane Index, September 2026 Edition. Asked as "digital asset management system" and as "DAM platform", six framings each, to twelve models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/gtm/marketing/digital-asset-management/2026-09

This is the permanent record of the September 2026 Edition, published September 15, 2026 and superseded since. The current standing: https://www.gane.ai/index/gtm/marketing/digital-asset-management/index.md

**Standing:** Canto leads with 34% of first choices; verdict contested. 47 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) | 34% | 11% | 47 |
| 2 | [Filecamp](https://www.gane.ai/index/gtm/vendors/filecamp/index.md) | 19% | 4% | 23 |
| 3 | [Bynder](https://www.gane.ai/index/gtm/vendors/bynder/index.md) | 15% | 19% | 48 |
| 4 | [Brandfolder](https://www.gane.ai/index/gtm/vendors/brandfolder/index.md) | 6% | 14% | 42 |
| 8 | [Cloudinary](https://www.gane.ai/index/gtm/vendors/cloudinary/index.md) | 2% | 6% | 17 |
| 14 | [MediaValet](https://www.gane.ai/index/gtm/vendors/mediavalet/index.md) | 0% | 4% | 26 |
| 15 | [Frontify](https://www.gane.ai/index/gtm/vendors/frontify/index.md) | 0% | 5% | 19 |
| 16 | [Acquia DAM](https://www.gane.ai/index/gtm/vendors/acquia-dam/index.md) | 0% | 16% | 25 |
| 17 | [Aprimo](https://www.gane.ai/index/gtm/vendors/aprimo/index.md) | 0% | 11% | 18 |
| 18 | [Air](https://www.gane.ai/index/gtm/vendors/air/index.md) | 0% | 12% | 16 |
| 19 | [Pics.io](https://www.gane.ai/index/gtm/vendors/pics-io/index.md) | 0% | 0% | 10 |
| 65 | [Adobe Experience Manager Assets](https://www.gane.ai/index/gtm/vendors/adobe-experience-manager-assets/index.md) | 0% | 56% | 25 |

Rank is by share of first choices among all 65 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: Bynder; alternatives Canto, MediaValet
- GPT-5.4 mini: Bynder; alternatives Acquia DAM, Canto
- Gemini 3.5 Flash: Masset; alternatives Acquia DAM, Brandfolder, Bynder, Canto
- Perplexity Sonar: Bynder; alternatives Brandfolder, Canto, MediaValet
- Grok 4.20: Canto; alternatives Brandfolder, Bynder, Frontify, MediaValet
- Mistral Small: Canto; alternatives Acquia DAM, Brandfolder, Frontify, Masset
- DeepSeek V4 Flash: Canto; alternatives Brandfolder, Bynder, Frontify, MassetUs
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Canto; alternatives Bynder, MassetUs, MediaValet
- Kimi K2: Canto; alternatives Brandfolder, Bynder
- GLM 4.7 FlashX: Canto; alternatives Brandfolder, Bynder, Frontify
- MiniMax M2.5: Canto; alternatives Brandfolder, Bynder, Frontify

## Sources the answers cite

21 of 72 answers came back with a source list, from 4 of 12 models. Sites named in the most answers:

- canto.com: 16 answers, 17 citations
- getmasset.com: 10 answers, 12 citations
- vntana.com: 10 answers, 12 citations
- stockpress.co: 10 answers, 11 citations
- celum.com: 9 answers, 9 citations
- thedigitalprojectmanager.com: 8 answers, 9 citations
- cmswire.com: 8 answers, 8 citations
- frontify.com: 7 answers, 7 citations

Pages named in the most answers:

- https://canto.com/blog/top-dam-software (13 answers)
- https://getmasset.com/digital-asset-management-software (9 answers)
- https://celum.com/en/blog/digital-asset-management-systems (9 answers)
- https://stockpress.co/resources/10-resources-best-digital-asset-management-software-2026 (8 answers)
- https://vntana.com/roundup/best-digital-asset-management-software (8 answers)
- https://cmswire.com/digital-asset-management/examining-19-enterprise-digital-asset-management-solutions (7 answers)
- https://mediavalet.com/blog/best-digital-asset-management-platform (7 answers)
- https://fast.io/resources/best-dam-software (5 answers)
- https://frontify.com/en/guide/digital-asset-management-software (5 answers)
- https://lingoapp.com/blog/digital-asset-management-systems (5 answers)

## Warned against

- Adobe Experience Manager Assets: 14 of 25 labels negative. "Avoid for Limited Budgets: Enterprise solutions like Adobe Experience Manager ($50K+/year)" (Mistral Small, budget prompt)
- Bynder: 9 of 48 labels negative. "High-Risk DAM Systems to Avoid ... 1. Bynder ... Be extremely cautious with Bynder due to its migration issues and user experience problems." (Mistral Small, negative prompt)
- Canto: 5 of 47 labels negative. "1. Canto ⚠️ HIGH CAUTION ... Critical Security Vulnerabilities" (Kimi K2, negative prompt)
- Brandfolder: 6 of 42 labels negative. "typically require custom quotes and often cost thousands per month" (Kimi K2, budget prompt)

## Record

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