# Boost AI Search & Discovery: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/boost-ai-search-discovery

## 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% | 22 | 0% | 2 |

## What the models said for it

- "Shopify-native, starts at ~$29–$49/month. Strong on filters and rules-based merchandising." (Grok 4.20, 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 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| 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 Boost AI Search & Discovery, from 11 of the 11 answers that named it (only the models that return a source list).

### Domains cited

- marketmaze.me: 11
- sourceforge.net: 8
- clerk.io: 7
- guideflow.com: 7
- trustradius.com: 7
- faqprime.com: 6
- luigisbox.com: 5
- doofinder.com: 4
- algolia.com: 3
- boostcommerce.net: 3 (its own site)

### Pages cited

- https://marketmaze.me/p/tools-ecommerce-site-search: 11
- https://trustradius.com/categories/search-and-product-discovery: 7
- https://faqprime.com/en/ecommerce-search: 6
- https://guideflow.com/blog/best-ecommerce-search-software: 5
- https://sourceforge.net/software/ecommerce-search/for-small-business: 5
- https://clerk.io/solutions/b2b-ecommerce/search: 4
- https://guideflow.com/blog/best-e-merchandising-software: 4
- https://luigisbox.com/blog/b2b-ecommerce-search: 3

## 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.