# Raw Algolia: 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/raw-algolia

## 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% | 51 | 100% | 1 |

## And against it

- "Raw Algolia, Meilisearch, Typesense | Non-Technical Merchandising Teams: ... you will end up having to build internal tools custom-coded by developers" (Gemini 3.5 Flash, 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 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| 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 Raw Algolia, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- bcloud.ai: 1
- elasticpath.com: 1
- expertrec.com: 1
- galaxy.maropost.com: 1
- gartner.com: 1
- guideflow.com: 1
- ignitiv.com: 1
- logicbroker.com: 1
- marketscale.com: 1
- nobi.ai: 1

### Pages cited

- https://bcloud.ai/best-hybrid-search-platform-ecommerce: 1
- https://elasticpath.com/blog/b2b-ecommerce-trends: 1
- https://expertrec.com/blog/best-ai-search-analytics-tools-for-ecommerce: 1
- https://galaxy.maropost.com/discussion/5892/ai-powered-search-in-ecommerce-what-you-need-to-know-in-2026: 1
- https://gartner.com/reviews/product/searchnode-legacy/alternatives: 1
- https://guideflow.com/blog/best-ecommerce-search-software: 1
- https://ignitiv.com/ai-search-vs-legacy-retail: 1
- https://logicbroker.com/2026-ecommerce-trends: 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.