# Omega Instant Search: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/omega-instant-search

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce search and merchandising](https://www.gane.ai/index/gtm/marketing/ecommerce-search-and-merchandising/index.md) | 0% | 49 | 100% | 1 |

## And against it

- "keyword search alone can lack AI, discovery, analytics, and serious merchandising controls" (Perplexity Sonar, Ecommerce search)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Omega Instant Search, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- clerk.io: 1
- eva.guru: 1
- gane.ai/index: 1
- guideflow.com: 1
- marketmaze.me: 1
- marqo.ai: 1
- netcoreunbxd.com: 1
- zoovu.com: 1

### Pages cited

- https://clerk.io/blog/best-ecommerce-merchandising-platforms: 1
- https://eva.guru/blog/ecommerce-platform: 1
- https://www.gane.ai/index/gtm/marketing/ecommerce-search-and-merchandising: 1
- https://guideflow.com/blog/best-e-merchandising-software: 1
- https://guideflow.com/blog/best-ecommerce-search-software: 1
- https://marketmaze.me/p/tools-ecommerce-site-search: 1
- https://marqo.ai/blog/how-to-choose-ecommerce-search-platform: 1
- https://netcoreunbxd.com/blogs/best-ecommerce-search-platforms-2026: 1

## 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.