How popular isSnowflake?
In September 2026, people searched for Snowflake by name about 9,900 times worldwide, a 33.1% decrease from the previous year. These searches made up 2.3% of all global OLAP database platform searches, placing Snowflake sixth out of ten platforms. When we asked both ChatGPT and Google AI Overviews about OLAP database platforms, Snowflake appeared in all answers and was the second most recommended of the ten.
Snowflake is the sixth most searched of 10 competitors and the second most recommended in AI answers.
BigQueryShare of searches 31%Mentioned in 5 of 5 AI answersPlace in AI recommendations 3rd
ClickHouseShare of searches 25.3%Mentioned in 5 of 5 AI answersPlace in AI recommendations 1st
DuckDBShare of searches 25.3%Mentioned in 4 of 5 AI answersPlace in AI recommendations 4th
Amazon RedshiftShare of searches 8.1%Mentioned in 4 of 5 AI answersPlace in AI recommendations 5th
SnowflakeShare of searches 2.3%Mentioned in 5 of 5 AI answersPlace in AI recommendations 2nd
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Top OLAP database platforms in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, Snowflake appeared in all five answers. Snowflake is the second most recommended of the ten.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
ClickHouse1st
Snowflake2nd
BigQuery3rd
DuckDB4th
Amazon Redshift5th
Apache Pinot6th
StarRocks7th
Apache Doris8th
Apache Druid9th- Vertica–
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
BigQuery5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
ClickHouse5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Snowflake5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
DuckDB4 of 5Named in 3 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Amazon Redshift4 of 5Named in 2 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Apache Doris2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Apache Druid2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Apache Pinot2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
StarRocks1 of 5Named in 1 of 3 ChatGPT answersNamed in 0 of 2 Google answers- Vertica0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers
See every answer about OLAP database platforms
5 answers
Asked ChatGPT
“Which OLAP database should I use?”
Asked ChatGPT
“What are the best OLAP databases?”
Asked ChatGPT
“What's the best OLAP database for analytical queries?”
Searched Google, AI Overview
“analytics database”
Searched Google, AI Overview
“columnar database”
Not named in any answer:
Brands are shown in the order each answer named them. The survey took place in the United States on October 21, 2026.
Which OLAP database platforms compete with Snowflake?
Share of searches by month for BigQuery, ClickHouse, DuckDB, Amazon Redshift, Vertica, Snowflake. The figures are in the table below the chart.
View monthly share of searches table
| Month | BigQuery | ClickHouse | DuckDB | Amazon Redshift | Vertica | Snowflake | StarRocks | Apache Doris | Apache Druid | Apache Pinot |
|---|---|---|---|---|---|---|---|---|---|---|
| Oct 2025 | 31.2% | 25.4% | 17.1% | 12.8% | 4.2% | 3.4% | 2.3% | 1.2% | 1.2% | 1% |
| Nov 2025 | 32.3% | 26.3% | 17.7% | 10.8% | 4.3% | 2.9% | 2.4% | 1.1% | 1.1% | 1.1% |
| Dec 2025 | 30.2% | 24.9% | 20.3% | 10.2% | 5% | 3.3% | 2.7% | 1.2% | 1.2% | 0.99% |
| Jan 2026 | 30.5% | 30.5% | 16.7% | 9.7% | 4.1% | 3.3% | 2.2% | 1% | 1% | 0.81% |
| Feb 2026 | 32.7% | 26.7% | 17.9% | 10.4% | 4.4% | 2.9% | 2% | 1.1% | 1.1% | 0.87% |
| Mar 2026 | 31.2% | 25.4% | 20.9% | 10.5% | 4.2% | 2.8% | 2.3% | 1% | 0.83% | 0.83% |
| Apr 2026 | 31.4% | 25.6% | 21.1% | 10% | 4.2% | 2.8% | 2.3% | 1% | 0.84% | 0.68% |
| May 2026 | 32.2% | 26.2% | 21.6% | 8.8% | 4.3% | 2.4% | 1.9% | 1% | 0.86% | 0.69% |
| Jun 2026 | 32.2% | 26.3% | 21.6% | 8.4% | 4.3% | 2.4% | 2.4% | 1.1% | 0.69% | 0.69% |
| Jul 2026 | 32.6% | 26.6% | 21.9% | 8.5% | 3.6% | 2.4% | 2% | 1.1% | 0.7% | 0.7% |
| Aug 2026 | 25.5% | 31.2% | 25.5% | 8.1% | 3.4% | 2.3% | 1.9% | 1% | 0.56% | 0.56% |
| Sep 2026 | 31% | 25.3% | 25.3% | 8.1% | 4.2% | 2.3% | 1.9% | 1% | 0.55% | 0.55% |
| Rank | Brand | Share of searches | Estimated monthly branded searches | vs prior month | Share change |
|---|---|---|---|---|---|
| 1, moved from 2nd to 1st | 31% | 135K | +22.7% | +5.5 pointsmoved from 2nd to 1st | |
| 2, moved from 1st to 2nd | 25.3% | 110K | -18.5% | -6 pointsmoved from 1st to 2nd | |
| 3, held 3rd | 25.3% | 110K | 0% | -0.2 points | |
| 4, held 4th | 8.1% | 35.2K | 0% | -0.1 points | |
| 5, held 5th | 4.2% | 18.1K | +22.3% | +0.7 points | |
| 6, held 6th | 2.3% | 9.9K | 0% | 0 points | |
| 7, held 7th | 1.9% | 8.1K | 0% | 0 points | |
| 8, held 8th | 1% | 4.4K | 0% | 0 points | |
| 9, held 9th | 0.55% | 2.4K | 0% | 0 points | |
| 10, held 10th | 0.55% | 2.4K | 0% | 0 points |
1.
BigQuery31%
Moved from 2nd to 1st. 135K estimated branded searches, +22.7% vs prior month. Share +5.5 points.
25.3%
Moved from 1st to 2nd. 110K estimated branded searches, -18.5% vs prior month. Share -6 points.
3.
DuckDB25.3%
Held 3rd. 110K estimated branded searches, 0% vs prior month. Share -0.2 points.
8.1%
Held 4th. 35.2K estimated branded searches, 0% vs prior month. Share -0.1 points.
5.Vertica
4.2%
Held 5th. 18.1K estimated branded searches, +22.3% vs prior month. Share +0.7 points.
2.3%
Held 6th. 9.9K estimated branded searches, 0% vs prior month. Share 0 points.
1.9%
Held 7th. 8.1K estimated branded searches, 0% vs prior month. Share 0 points.
1%
Held 8th. 4.4K estimated branded searches, 0% vs prior month. Share 0 points.
0.55%
Held 9th. 2.4K estimated branded searches, 0% vs prior month. Share 0 points.
10.
Apache Pinot0.55%
Held 10th. 2.4K estimated branded searches, 0% vs prior month. Share 0 points.
Compare popularity between Snowflake and its closest rivals
Every comparison with Snowflake
17 comparisons
- Amazon Redshift vs Snowflake
- DuckDB vs Snowflake
- Snowflake vs Vertica
- BigQuery vs Snowflake
- ClickHouse vs Snowflake
- Databricks vs Snowflake
- Microsoft Fabric vs Snowflake
- Dremio vs Snowflake
- Snowflake vs StarRocks
- Azure Synapse vs Snowflake
- Apache Doris vs Snowflake
- Apache Druid vs Snowflake
- Apache Pinot vs Snowflake
- Redshift vs Snowflake
- Datarade vs Snowflake
- AWS Data Exchange vs Snowflake
- Datasembly vs Snowflake
How has branded search demand for Snowflake changed worldwide over the last 12 months?
2 findings
- Across the 12 months ending September 2026, estimated monthly branded searches for Snowflake worldwide fell from 14.8K to 9.9K.
- Across the 12 months ending September 2026, Snowflake’s share of searches among OLAP database platforms worldwide decreased from 3.4% to 2.3%.
How did search popularity change for OLAP database platforms worldwide in September 2026?
6 changes

In September 2026, BigQuery overtook ClickHouse to become the leader among OLAP database platforms worldwide, with 31% of the searches.
In September 2026, Vertica gained share of searches among OLAP database platforms worldwide, from 3.4% to 4.2%.

In September 2026, ClickHouse lost share of searches among OLAP database platforms worldwide, from 31.2% to 25.3%.

StarRocks’ share of searches among OLAP database platforms worldwide has lost ground for 3 months in a row, from 2.4% to 1.9% in September 2026.

Estimated monthly branded searches for DuckDB worldwide rose 48.6% over 12 measured months, from 74K to 110K in September 2026.

Estimated monthly branded searches for Apache Druid worldwide fell 55.6% over 12 measured months, from 5.4K to 2.4K in September 2026.
How are Snowflake’s branded searches counted?
1 search term
Brandwave collects information about searches that people make online using Snowflake’s name. When viewed over time, estimated search volumes for this branded term can be used to understand whether interest in the brand is growing, holding steady, or fading.
- snowflake data
Do you work for Snowflake? To request corrections or removal please contact us via our support page and we will be happy to assist.
Where does Snowflake compete?
| Competitor set | Rank | Share of searches | Ranking |
|---|---|---|---|
| Data warehouses | 5th of 8 | 1% | Show ranking |
| Data lakehouse platforms | 4th of 5 | 1.2% | Show ranking |
| OLAP database platforms | 6th of 10 | 2.3% | Shown above |
| Data marketplace platforms | 1st of 4 | 72.5% | Show ranking |

Is Snowflake your brand?
Put your own campaigns, spend and outcomes next to this demand line, so you can see which of your marketing lined up with the movements above.