# Luigi's Box alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 201 of the 252 answers in the 1 category where Luigi's Box holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://www.gane.ai/index/gtm/vendors/luigi-s-box/alternatives

## Named instead, most often (every category and segment added)

- Doofinder: 35
- Algolia: 30
- Constructor: 29
- Bloomreach Discovery: 16
- Coveo for Commerce: 11
- Searchanise: 9

## Ecommerce search and merchandising

**Small business**: 65 of 84 answers did not name Luigi's Box (Luigi's Box is #3 of 15 at 9%).

- Doofinder: first choice in 24 of those 65
- Algolia: first choice in 9 of those 65
- Searchanise: first choice in 6 of those 65
- Boost AI Search & Discovery: first choice in 3 of those 65
- Fast Simon: first choice in 3 of those 65
- Searchspring: first choice in 3 of those 65
- Shopify Search & Discovery: first choice in 2 of those 65
- BigCommerce B2B Edition: first choice in 1 of those 65

**Mid-market**: 61 of 84 answers did not name Luigi's Box (Luigi's Box is #2 of 14 at 20%).

- Algolia: first choice in 13 of those 61
- Doofinder: first choice in 10 of those 61
- Constructor: first choice in 5 of those 61
- Hawksearch: first choice in 3 of those 61
- Klevu: first choice in 3 of those 61
- Searchanise: first choice in 3 of those 61
- Bloomreach Discovery: first choice in 2 of those 61
- ExpertRec: first choice in 1 of those 61

**Enterprise**: 75 of 84 answers did not name Luigi's Box (Luigi's Box is #5 of 10 at 2%).

- Constructor: first choice in 24 of those 75
- Bloomreach Discovery: first choice in 14 of those 75
- Coveo for Commerce: first choice in 11 of those 75
- Algolia: first choice in 8 of those 75
- Algolia Elevate: first choice in 1 of those 75
- Bloomreach Commerce Experience Platform / Ecommerce Search: first choice in 1 of those 75
- Coveo for B2B Commerce: first choice in 1 of those 75
- Doofinder: first choice in 1 of those 75

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.