Data Warehouse AI visibility leaderboard
Data Warehouse tools help platform and infrastructure teams store and query business data at scale. Buyers increasingly start this search inside AI assistants, which narrow 39 vendors down to a shortlist of three to five.
- Snowflake leads Data Warehouse with an AI visibility score of 68.6 and appears in 78% of AI answers about Data Warehouse (SlateIndex, Nov 3, 2026).
- AI engines named 39 Data Warehouse brands; Snowflake, BigQuery and Amazon Redshift hold 33% of all mentions.
- The engines disagree on the leader: ChatGPT favours Snowflake (75.2), Perplexity favours BigQuery (56.1) and Google AI Mode favours Snowflake (78.2).
- google.com is the most cited source for Data Warehouse, with 6.3% of citations.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Where vendors stand in Data Warehouse
8 brands shown: 5 Consensus Picks, 1 Authority Builder and 2 Challengers. No brand clears both lines yet — the Leader position is open.
| Brand | Mention rate | Citation authority | Answers citing own site | Position |
|---|---|---|---|---|
| BigQuery | 82.7% | 0% | 0 of 67 | Consensus Pick |
| Snowflake | 77.8% | 25.4% | 16 of 63 | Consensus Pick |
| Amazon Redshift | 67.9% | 0% | 0 of 55 | Consensus Pick |
| Databricks | 64.2% | 39.2% | 20 of 51 | Consensus Pick |
| AWS | 64.2% | 0% | 0 of 52 | Consensus Pick |
| Microsoft Azure | 51.8% | 0% | 0 of 42 | Challenger |
| ClickHouse | 37% | 56% | 14 of 25 | Authority Builder |
| Microsoft Fabric | 34.6% | 0% | 0 of 28 | Challenger |
Leaderboard
Brands mentioned in AI answers in the weekly run of Nov 3. Engines disagree on the leader: BigQuery, Snowflake.
From audit to execution, Slate’s AEO team gets your brand into the answers buyers read.
Visibility score trend
Weekly runs over the last 60 days, top 8 brands. Click a name to hide or show its line.
Snowflake leads Data Warehouse at 68.6%. Changes appear after the second weekly run.
Prompts in Data Warehouse
The buyer questions SlateIndex runs for this category every week.
Most cited sources
Where engines get their information when they answer Data Warehouse prompts.
| Source | Type | Share of citations | Citations | Prompts |
|---|---|---|---|---|
| google.com | Web | 37 | 21 | |
| databricks.com | Brand site | 36 | 18 | |
| microsoft.com | Web | 32 | 16 | |
| amazon.com | Web | 23 | 15 | |
| snowflake.com | Brand site | 21 | 15 | |
| clickhouse.com | Brand site | 20 | 15 | |
| g2.com | Review site | 17 | 10 | |
| skyvia.com | Web | 15 | 13 | |
| ibm.com | Web | 12 | 5 | |
| motherduck.com | Brand site | 12 | 8 | |
| duckdb.org | Brand site | 11 | 2 | |
| fivetran.com | Brand site | 11 | 10 | |
| getdbt.com | Brand site | 11 | 2 | |
| kanerika.com | Web | 11 | 9 | |
| domo.com | Web | 10 | 9 | |
| fortegrp.com | Web | 9 | 7 | |
| reddit.com | Forum | 9 | 8 | |
| guideflow.com | Web | 7 | 7 | |
| ovaledge.com | Web | 7 | 6 | |
| toolradar.com | Web | 7 | 7 | |
| airbyte.com | Brand site | 6 | 5 | |
| costbench.com | Web | 6 | 4 | |
| gartner.com | Analyst | 6 | 4 | |
| exasol.com | Brand site | 5 | 3 | |
| algoscale.com | Web | 4 | 3 |
All vendors in Data Warehouse
Every Data Warehouse brand tracked by SlateIndex.
Compare the leaders
Data Warehouse in AI answers: questions
Which Data Warehouse software do AI assistants recommend most?
Snowflake, BigQuery and Amazon Redshift are recommended most often. Snowflake leads with an AI visibility score of 68.6 and appears in 78% of answers (data of Nov 3, 2026).
Which Data Warehouse tool do ChatGPT, Perplexity and Google AI Mode recommend?
ChatGPT puts Snowflake first (75.2), Perplexity puts BigQuery first (56.1) and Google AI Mode puts Snowflake first (78.2).
Which sources do AI engines cite for Data Warehouse?
google.com (6.3%), databricks.com (6.1%) and microsoft.com (5.5%) are cited most often in answers about Data Warehouse.
How is the Data Warehouse ranking calculated?
SlateIndex asks ChatGPT, Perplexity and Google AI Mode 30 Data Warehouse buyer questions every week and scores each brand by how often and how high it appears in their answers. The methodology page has the formulas.
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Cite as: SlateIndex, “Data Warehouse AI visibility leaderboard”, https://slateindex.ai/category/data-warehouse, data of Nov 3, 2026. Licence: CC BY 4.0.