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

GTM AI Recommendation Index, October 2026 Edition. 234 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://gtm-ai-index.com/vendors/luigi-s-box/alternatives/

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

- Algolia: 48
- Doofinder: 28
- Coveo: 21
- Bloomreach Discovery: 16
- Searchanise: 15
- Klevu: 13

## Ecommerce search and merchandising

**Small business**: 71 of 84 answers did not name Luigi's Box (Luigi's Box is #8 of 13 at 0%).

- Doofinder: first choice in 22 of those 71
- Algolia: first choice in 11 of those 71
- Searchanise: first choice in 9 of those 71
- Klevu: first choice in 8 of those 71
- Shopify Search & Discovery: first choice in 5 of those 71
- Searchspring: first choice in 3 of those 71
- Sparq: first choice in 3 of those 71
- Fast Simon: first choice in 2 of those 71

**Mid-market**: 79 of 84 answers did not name Luigi's Box (Luigi's Box is #8 of 11 at 2%).

- Algolia: first choice in 20 of those 79
- Doofinder: first choice in 6 of those 79
- Searchanise: first choice in 6 of those 79
- Klevu: first choice in 5 of those 79
- Hawksearch: first choice in 4 of those 79
- Searchspring: first choice in 4 of those 79
- Coveo: first choice in 3 of those 79
- Bloomreach Discovery: first choice in 2 of those 79

**Enterprise**: 84 of 84 answers did not name Luigi's Box.

- Coveo: first choice in 18 of those 84
- Algolia: first choice in 17 of those 84
- Bloomreach Discovery: first choice in 14 of those 84
- Constructor: first choice in 11 of those 84
- Constructor.io: first choice in 4 of those 84
- Hawksearch: first choice in 3 of those 84
- Elasticsearch: first choice in 2 of those 84
- Netcore Unbxd: first choice in 2 of those 84

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