Index › GTM › Products › Elasticsearch / OpenSearch · November 2026 Edition
Ecommerce search and merchandising · Named, not ranked

Elasticsearch / OpenSearch

Elasticsearch / OpenSearch is a search product from Elastic that combines lexical search, structured metadata filtering, and dense vector search in a single query

–Too few to rank
7/14Models named it
0First choices
4Warnings
November 2026 Edition · all company sizes counted.
Ranked inEcommerce search and merchandising #42 mid-market
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Elasticsearch / OpenSearch has 4.

Why models recommend it

“Choose Elasticsearch/OpenSearch if: Engineering team wants full control”GLM 4.7 FlashX · Comparative question · alternative

What gives them pause

“you're responsible for turning it into an ecommerce product... Be wary if it's pitched as a low-cost turnkey alternative”GPT-6 Luna · Negative question · warning
“Choose Elasticsearch only if you have enterprise-scale engineering resources and need complete customization”Kimi K2 · Comparative question · warning

Also on the shortlist

The products named in the same answers as Elasticsearch / OpenSearch, over the 7 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Elasticsearch / OpenSearch came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 7 of the 7 answers that named Elasticsearch / OpenSearch and are not a share of its labels.

Domains cited

netcoreunbxd.com5
bcloud.ai4
g2.com4
marketmaze.me4
aiproductivity.ai3
algolia.com3
clerk.io3
constructor.com3
mixpeek.com3
blog.laratranslate.com2

No domain is on file for Elasticsearch / OpenSearch, so its own site is not marked.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Elasticsearch / OpenSearch across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200011
GLM 4.7 FlashX01001
MiniMax M2.500000
GPT-6 Luna00011
Muse Glimmer 30B00101