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

Gane Index, November 2026 Edition. 163 of the 252 answers in the 1 category where Constructor 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/constructor/alternatives

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

- Doofinder: 40
- Algolia: 18
- Luigi's Box: 12
- Searchanise: 10
- Coveo for Commerce: 4
- Hawksearch: 4

## Ecommerce search and merchandising

**Small business**: 75 of 84 answers did not name Constructor (Constructor is #11 of 15 at 2%).

- Doofinder: first choice in 30 of those 75
- Algolia: first choice in 7 of those 75
- Searchanise: first choice in 7 of those 75
- Luigi's Box: first choice in 5 of those 75
- Shopify Search & Discovery: first choice in 4 of those 75
- Fast Simon: first choice in 3 of those 75
- Searchspring: first choice in 3 of those 75
- Boost AI Search & Discovery: first choice in 2 of those 75

**Mid-market**: 54 of 84 answers did not name Constructor (Constructor is #4 of 14 at 8%).

- Doofinder: first choice in 10 of those 54
- Algolia: first choice in 7 of those 54
- Luigi's Box: first choice in 6 of those 54
- Hawksearch: first choice in 4 of those 54
- Klevu: first choice in 3 of those 54
- Searchanise: first choice in 3 of those 54
- Bloomreach Discovery: first choice in 1 of those 54
- ExpertRec: first choice in 1 of those 54

**Enterprise**: 34 of 84 answers did not name Constructor (Constructor is #1 of 10 at 30%).

- Algolia: first choice in 4 of those 34
- Coveo for Commerce: first choice in 4 of those 34
- Algolia Elevate: first choice in 1 of those 34
- Bloomreach Discovery: first choice in 1 of those 34
- Coveo for B2B Commerce: first choice in 1 of those 34
- Luigi's Box: first choice in 1 of those 34
- Searchspring: first choice in 1 of those 34
- Wizzy.ai: first choice in 1 of those 34

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