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Index › GTM › Products › Amazon Redshift · November 2026 Edition
2 categories · Ranked

Amazon Redshift

Amazon Redshift is a cloud data warehouse from AWS · aws.amazon.com ↗

#13Best rank (mid-market)
14/14Models named it
0First choices
40Warnings
November 2026 Edition · all company sizes counted.
Ranked inData warehouse and reverse ETL for marketing #13 mid-marketData management platforms #103

Why models recommend it

“the best data warehouse is often Google BigQuery, Snowflake, or Amazon Redshift”Mistral Small · Comparative question · first choice
“AWS-native organizations with existing Redshift or Glue investments usually find Redshift Serverless the lowest-friction option”Claude Haiku 4.5 · Comparative question · alternative
“Redshift: best when you're already deep in AWS; more traditional warehouse architecture.”GPT-5.4 mini · Comparative question · alternative
“Snowflake, BigQuery, or Redshift – all work well with modern reverse ETL tools”Claude Haiku 4.5 · Direct question · alternative

What gives them pause

“Amazon Redshift (avoid for most marketing teams)”DeepSeek V4 Flash · Negative question · warning
“Avoid: Redshift (higher maintenance)”Grok 4.20 · Paraphrase question · warning
“Avoid at your size: Redshift (aging)”Grok 4.20 · Scale-constrained question · warning
“can become expensive to migrate away from due to proprietary storage formats and integration dependencies”DeepSeek V4 Flash · Negative question · warning

Also on the shortlist

The products named in the same answers as Amazon Redshift, over the 106 answers that named it, and how often each was the first choice instead.

ProductNamed togetherPicked instead
Snowflake
10325View →
BigQuery
10039View →
Census
9311View →
Hightouch
9270View →
RudderStack Reverse ETL
671View →
Airbyte
460View →
Databricks SQL Warehouse
440View →
Segment
430View →
Fivetran
410View →
dbt
390View →

What the models named instead of Amazon Redshift →

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

At a glance

Stated on Amazon Redshift's own site, not checked by Gane.

Customers named
Moments Lab, March Networks, Precisely, Indeed, Zeta Global, Pendulum, Georgia-Pacific, Sysco
Headquarters
Seattle, United States
Founded
1994
Also from Amazon Web Services
Amazon SES
Visit aws.amazon.com ↗

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 Amazon Redshift 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 93 of the 106 answers that named Amazon Redshift and are not a share of its labels.

Domains cited

skyvia.com45
hightouch.com40
improvado.io37
datachannel.co36
hevodata.com34
aboutmartech.com33
funnel.io29
gane.ai/indexpublisher (Gane)27
leadjourney.io27
supermetrics.com27

308 of the 335 domain citations in answers naming Amazon Redshift came from a third party's page. Twenty-seven were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.

Pages cited

hevodata.com/etl-tools/reverse-etl29
skyvia.com/blog/best-reverse-etl-tools29
datachannel.co/blogs/top-reverse-etl-tools-202427
leadjourney.io/blog/best-marketing-data-warehouse27
toolradar.com/guides/best-reverse-etl-tools26
supermetrics.com/blog/marketing-data-warehousing24
zoho.com/dataprep/top-reverse-etl-tools.html23
astera.com/type/blog/reverse-etl-tools21

Pages are listed as the models cited them.

By model

How each model answered on Amazon Redshift across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.502002
GPT-5.4 mini02114
Gemini 3.5 Flash00112
Perplexity Sonar01001
Grok 4.2001236
Mistral Small11013
DeepSeek V4 Flash01146
Llama 4 Maverick00202
Qwen 3.7 Flash01001
Kimi K201012
GLM 4.7 FlashX01001
MiniMax M2.502114
GPT-6 Luna01102
Muse Glimmer 30B00202

What it publishes

Addresses on aws.amazon.com
280,316
subdomains included
Content
42,799
counted in the table below
Documentation
2,345
Product · Integration
3,213 · 49,021
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog27,117undated
Glossary or explainer6,521undated
Case study2,47602019-03-01
Webinar or virtual event2,057162026-07-01
Comparison1,52102025-09-01
Conference or event1,48202025-11-01
Report or ebook1,090162026-09-01
Podcast or video351undated
Template or tool15002025-05-01
News or press34undated

Most recent

Events in person

The twelve months before September 28, 2026

As the event pages on aws.amazon.com state them, read September 28, 2026.

How it is countedHide how it is counted

Every page aws.amazon.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 28, 2026.