# Opal: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 9 judge labels across 2 categories by 7 of 14 models. Page: https://gtm-ai-index.com/vendors/opal/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Marketing resource management | 2% | 13 | 25% | 8 |
| Content marketing platforms | 0% | 100 | 0% | 1 |

## What the models said for it

- "I'd recommend requesting demos from Opal, Aprimo, and Planview as they're specifically built for enterprise-scale marketing operations." (MiniMax M2.5, Marketing resource mgt)
- "Opal is the go-to for enterprise-level strategic orchestration." (Mistral Small, Marketing resource mgt)
- "Opal is a newer entrant that positions itself as a platform connecting high-level strategy with tactical execution." (Qwen 3.7 Flash, Marketing resource mgt)
- "Opal — strategy-to-execution oriented, worth a look" (DeepSeek V4 Flash, Marketing resource mgt)

## And against it

- "users also report steep learning curves, slow loading, and navigation issues" (GPT-5.4 mini, Marketing resource mgt)
- "flags a steep learning curve, slow loading, and reports of bugs" (GPT-6 Luna, Marketing resource mgt)

## 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, October 2026 Edition, gtm-ai-index.com.