# Elasticsearch alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 247 of the 252 answers in the 1 category where Elasticsearch 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/elasticsearch/alternatives

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

- Doofinder: 44
- Constructor: 34
- Algolia: 32
- Bloomreach Discovery: 18
- Coveo for Commerce: 15
- Luigi's Box: 15

## Ecommerce search and merchandising

**Small business**: 83 of 84 answers did not name Elasticsearch (Elasticsearch is #13 of 15 at 0%).

- Doofinder: first choice in 34 of those 83
- Algolia: first choice in 9 of those 83
- Searchanise: first choice in 7 of those 83
- Luigi's Box: first choice in 5 of those 83
- Fast Simon: first choice in 4 of those 83
- Shopify Search & Discovery: first choice in 4 of those 83
- Boost AI Search & Discovery: first choice in 3 of those 83
- Searchspring: first choice in 3 of those 83

**Mid-market**: 83 of 84 answers did not name Elasticsearch (Elasticsearch is #14 of 14 at 0%).

- Algolia: first choice in 17 of those 83
- Luigi's Box: first choice in 10 of those 83
- Constructor: first choice in 9 of those 83
- Doofinder: first choice in 9 of those 83
- Hawksearch: first choice in 4 of those 83
- Klevu: first choice in 3 of those 83
- Searchanise: first choice in 3 of those 83
- Bloomreach Discovery: first choice in 2 of those 83

**Enterprise**: 81 of 84 answers did not name Elasticsearch (Elasticsearch is #10 of 10 at 0%).

- Constructor: first choice in 25 of those 81
- Bloomreach Discovery: first choice in 16 of those 81
- Coveo for Commerce: first choice in 15 of those 81
- Algolia: first choice in 6 of those 81
- Algolia Elevate: first choice in 1 of those 81
- Coveo for B2B Commerce: first choice in 1 of those 81
- Doofinder: first choice in 1 of those 81
- Klevu: first choice in 1 of those 81

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