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

GTM AI Recommendation 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://gtm-ai-index.com/marketing/digital-asset-management/

**Standing:** Canto leads with 34% of first choices; verdict contested. 47 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Canto | 34% | 11% | 47 |
| 2 | Filecamp | 19% | 4% | 23 |
| 3 | Bynder | 15% | 19% | 48 |
| 4 | Brandfolder | 6% | 14% | 42 |
| 5 | Cloudinary | 2% | 6% | 17 |
| 6 | MediaValet | 0% | 4% | 26 |
| 7 | Frontify | 0% | 5% | 19 |
| 8 | Acquia DAM | 0% | 16% | 25 |
| 9 | Aprimo | 0% | 11% | 18 |
| 10 | Air | 0% | 12% | 16 |
| 11 | Pics.io | 0% | 0% | 10 |
| 12 | Adobe Experience Manager Assets | 0% | 31% | 16 |

## 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 4.1 Fast: 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: 12 answers, 12 citations
- vntana.com: 8 answers, 10 citations
- cmswire.com: 7 answers, 7 citations
- mediavalet.com: 7 answers, 7 citations
- stockpress.co: 6 answers, 7 citations
- celum.com: 6 answers, 6 citations
- frontify.com: 6 answers, 6 citations
- getmasset.com: 6 answers, 6 citations

Pages named in the most answers:

- https://canto.com/blog/top-dam-software (9 answers)
- https://vntana.com/roundup/best-digital-asset-management-software (8 answers)
- https://mediavalet.com/blog/best-digital-asset-management-platform (7 answers)
- https://celum.com/en/blog/digital-asset-management-systems (6 answers)
- https://cmswire.com/digital-asset-management/examining-19-enterprise-digital-asset-management-solutions (6 answers)
- https://getmasset.com/digital-asset-management-software (6 answers)
- https://fast.io/resources/best-dam-software (5 answers)
- https://frontify.com/en/guide/digital-asset-management-software (5 answers)
- https://stockpress.co/resources/10-resources-best-digital-asset-management-software-2026 (4 answers)
- https://aprimo.com/blog/best-digital-asset-management-software (3 answers)

## Warned against

- 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)
- Adobe Experience Manager: 8 of 8 labels negative. "Avoid for Limited Budgets: Enterprise solutions like Adobe Experience Manager ($50K+/year)" (Mistral Small, budget 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://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.