# Data Warehouse AI visibility leaderboard

How ChatGPT, Perplexity, Google AI Mode rank 39 Data Warehouse brands across 30 buyer prompts.

Page: https://slateindex.ai/category/data-warehouse · data of 2026-11-03

## Leaderboard

| Rank | Brand | Visibility | Mention rate | Share of voice |
|---|---|---|---|---|
| 1 | Snowflake | 68.6 | 77.8% | 11.3% |
| 2 | BigQuery | 63.6 | 82.7% | 12.0% |
| 3 | Amazon Redshift | 40.5 | 67.9% | 9.8% |
| 4 | Databricks | 37.9 | 64.2% | 9.3% |
| 5 | AWS | 32.5 | 64.2% | 9.3% |
| 6 | Microsoft Azure | 22.2 | 51.8% | 7.6% |
| 7 | Microsoft Fabric | 18.9 | 34.6% | 4.9% |
| 8 | ClickHouse | 16.5 | 37.0% | 5.4% |
| 9 | MotherDuck | 11.1 | 22.2% | 3.2% |
| 10 | PostgreSQL | 10.2 | 18.5% | 2.7% |
| 11 | DuckDB | 9.9 | 21.0% | 3.0% |
| 12 | Fivetran | 7.2 | 18.5% | 2.7% |
| 13 | Oracle Autonomous Data Warehouse | 7.1 | 17.3% | 2.5% |
| 14 | dbt | 6.5 | 16.1% | 2.3% |
| 15 | Airbyte | 5.9 | 14.8% | 2.2% |
| 16 | Teradata | 5.7 | 17.3% | 2.5% |
| 17 | Azure Synapse | 4.8 | 12.3% | 1.8% |
| 18 | MySQL | 4.2 | 7.4% | 1.1% |
| 19 | SAP Datasphere | 2.4 | 6.2% | 0.9% |
| 20 | Metabase | 2.0 | 7.4% | 1.1% |
| 21 | Trino | 2.0 | 3.7% | 0.5% |
| 22 | Exasol | 2.0 | 3.7% | 0.5% |
| 23 | Firebolt | 1.4 | 4.9% | 0.7% |
| 24 | IBM Db2 Warehouse | 1.3 | 4.9% | 0.7% |
| 25 | Cloudera | 1.0 | 3.7% | 0.5% |
| 26 | Apache Spark | 0.9 | 3.7% | 0.5% |
| 27 | Dremio | 0.6 | 2.5% | 0.4% |
| 28 | Vertica | 0.6 | 2.5% | 0.4% |
| 29 | Huawei Cloud Data Warehouse Service | 0.4 | 1.2% | 0.2% |
| 30 | Apache Doris | 0.0 | 0.0% | 0.0% |
| 31 | Apache Druid | 0.0 | 0.0% | 0.0% |
| 32 | Apache Kylin | 0.0 | 0.0% | 0.0% |
| 33 | Apache Pinot | 0.0 | 0.0% | 0.0% |
| 34 | Greenplum | 0.0 | 0.0% | 0.0% |
| 35 | Materialize | 0.0 | 0.0% | 0.0% |
| 36 | SingleStore | 0.0 | 0.0% | 0.0% |
| 37 | StarRocks | 0.0 | 0.0% | 0.0% |
| 38 | Starburst | 0.0 | 0.0% | 0.0% |
| 39 | Yellowbrick Data | 0.0 | 0.0% | 0.0% |

## Prompts

- [What is a data warehouse and when does a company need one?](https://slateindex.ai/prompt/what-is-a-data-warehouse-and-when-does-a-company-need-one-wrakiw5ql6)
- [How do I choose a data warehouse for a mid-market team?](https://slateindex.ai/prompt/how-do-i-choose-a-data-warehouse-for-a-mid-market-team-qrb2sqtvwc)
- [What features matter most in a data warehouse?](https://slateindex.ai/prompt/what-features-matter-most-in-a-data-warehouse-tovjo7a22o)
- [What are common mistakes when buying a data warehouse?](https://slateindex.ai/prompt/what-are-common-mistakes-when-buying-a-data-warehouse-v7iqxsqfar)
- [How do companies store and query business data at scale without a dedicated tool?](https://slateindex.ai/prompt/how-do-companies-store-and-query-business-data-at-scale-5ilzykcmre)
- [What is the difference between a data warehouse and a data lake?](https://slateindex.ai/prompt/what-is-the-difference-between-a-data-warehouse-and-a-data-m5yua6oszm)
- [What should a data warehouse integrate with?](https://slateindex.ai/prompt/what-should-a-data-warehouse-integrate-with-fsdm7htxar)
- [How long does it take to roll out a data warehouse?](https://slateindex.ai/prompt/how-long-does-it-take-to-roll-out-a-data-warehouse-btrng5snth)
- [What are the best data warehouse tools in 2026?](https://slateindex.ai/prompt/what-are-the-best-data-warehouse-tools-in-2026-5dnmific2l)
- [Top data warehouse options for B2B SaaS companies](https://slateindex.ai/prompt/top-data-warehouse-options-for-b2b-saas-companies-4hj2p3dwqr)
- [Best data warehouse for startups](https://slateindex.ai/prompt/best-data-warehouse-for-startups-bm4jnzphub)
- [Best data warehouse for enterprise](https://slateindex.ai/prompt/best-data-warehouse-for-enterprise-ccz5bzbtao)
- [Which data warehouse has the best reviews?](https://slateindex.ai/prompt/which-data-warehouse-has-the-best-reviews-xxpokkio66)
- [Compare the leading data warehouse platforms](https://slateindex.ai/prompt/compare-the-leading-data-warehouse-platforms-3cestiommq)
- [Alternatives to the most popular data warehouse](https://slateindex.ai/prompt/alternatives-to-the-most-popular-data-warehouse-ljnjr2lgfb)
- [Best data warehouse with AI features](https://slateindex.ai/prompt/best-data-warehouse-with-ai-features-jh2c7ormth)
- [Most affordable data warehouse that is still reliable](https://slateindex.ai/prompt/most-affordable-data-warehouse-that-is-still-reliable-q46fdccjlk)
- [Which data warehouse vendors do analysts recommend?](https://slateindex.ai/prompt/which-data-warehouse-vendors-do-analysts-recommend-cvab44avsm)
- [How much does a data warehouse cost per month?](https://slateindex.ai/prompt/how-much-does-a-data-warehouse-cost-per-month-c4ctgxcj4f)
- [Which data warehouse offers a free trial?](https://slateindex.ai/prompt/which-data-warehouse-offers-a-free-trial-746wa4rffk)
- [Is there a free data warehouse for small teams?](https://slateindex.ai/prompt/is-there-a-free-data-warehouse-for-small-teams-yf6aalpf62)
- [What is the typical pricing model for data warehouse software?](https://slateindex.ai/prompt/what-is-the-typical-pricing-model-for-data-warehouse-xo5lzsjijp)
- [Which data warehouse has transparent pricing?](https://slateindex.ai/prompt/which-data-warehouse-has-transparent-pricing-lf37bb7vvg)
- [Which data warehouse tools offer annual discounts?](https://slateindex.ai/prompt/which-data-warehouse-tools-offer-annual-discounts-55nv4mq57t)
- [Official website of the top data warehouse vendors](https://slateindex.ai/prompt/official-website-of-the-top-data-warehouse-vendors-26znw6ntz6)
- [Where can I sign up for a data warehouse?](https://slateindex.ai/prompt/where-can-i-sign-up-for-a-data-warehouse-lnmx4tliaf)
- [Who makes the most used data warehouse?](https://slateindex.ai/prompt/who-makes-the-most-used-data-warehouse-d72rczbh7y)
- [Is dbt a good data warehouse?](https://slateindex.ai/prompt/is-dbt-a-good-data-warehouse-ujezycjjbu)
- [What are the pros and cons of DuckDB?](https://slateindex.ai/prompt/what-are-the-pros-and-cons-of-duckdb-44pttlr2ip)
- [How much does Databricks cost?](https://slateindex.ai/prompt/how-much-does-databricks-cost-vubyzdjzgk)

## Most cited sources

| Domain | Citations |
|---|---|
| google.com | 37 |
| databricks.com | 36 |
| microsoft.com | 32 |
| amazon.com | 23 |
| snowflake.com | 21 |
| clickhouse.com | 20 |
| g2.com | 17 |
| skyvia.com | 15 |
| ibm.com | 12 |
| motherduck.com | 12 |

## Definitions

- Visibility (0–100): how often and how high AI answers name the brand, weighted by position.
- Mention rate: share of collected AI answers that name the brand.
- Share of voice: the brand's mentions as a share of all brand mentions in the category.
- Citation authority: share of answers naming the brand that cite the brand's own site.

Cite as: SlateIndex, “Data Warehouse AI visibility leaderboard”, https://slateindex.ai/category/data-warehouse, data of 2026-11-03. Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).