# Luigi's Box: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 11 judge labels across 1 categories by 7 of 14 models. Page: https://gtm-ai-index.com/vendors/luigi-s-box/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Ecommerce search and merchandising | 2% | 10 | 0% | 11 |

## What the models said for it

- "the best ecommerce search and merchandising platform for a company with a limited budget is Luigi's Box" (Llama 4 Maverick, Ecommerce search)
- "High-rated alternatives like Algolia, Klevu, Clerk.io, Luigi's Box, or Fast Simon score well on G2" (Grok 4.1 Fast, Ecommerce search)
- "Luigi's Box | Merchandising-led teams wanting strong relevance tuning" (DeepSeek V4 Flash, Ecommerce search)
- "Best for: E-commerce teams prioritizing merchandising controls" (MiniMax M2.5, Ecommerce search)

## What it publishes

Every page luigisbox.com exposes, read 2026-10-05: 2081 addresses. By kind, pages and the last 90 days:

- blog: 153 pages, 15 in the last 90 days, latest 2026-10-02
- case study: 259 pages, 0 in the last 90 days, latest 2026-06-19
- webinar or virtual event: 6 pages, 0 in the last 90 days, latest 2025-11-28
- conference or event: 18 pages, 0 in the last 90 days, latest undated
- comparison: 153 pages, 1 in the last 90 days, latest 2026-08-31
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 39 pages, 0 in the last 90 days, latest 2024-02-13
- news or press: 50 pages, 1 in the last 90 days, latest 2026-07-30
- Recent: 2026-10-02 blog: E commerce site search solutions https://www.luigisbox.com/blog/e-commerce-site-search-solutions/
- Recent: 2026-10-02 blog: Faceted search explained https://www.luigisbox.com/blog/faceted-search-explained/
- Recent: 2026-10-02 blog: E commerce merchandising software https://www.luigisbox.com/blog/e-commerce-merchandising-software/
- Recent: 2026-10-02 blog: Semantic search engines https://www.luigisbox.com/blog/semantic-search-engines/
- Recent: 2026-09-18 blog: No code site search https://www.luigisbox.com/blog/no-code-site-search/
- Recent: 2026-09-01 blog: E mail marketing and product discovery insights from ecomail https://www.luigisbox.com/blog/e-mail-marketing-and-product-discovery-insights-from-ecomail/

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.