AI Visibility Score
Databricks
6.3
/ 100
Ranked #260 of 558 scored brands · as of 2026-07-28
- Questions named in
- 4
- Total mentions
- 4
- Average position
- 5.3
- Sample
- 7 days
Engine by engine
Different models recommend different brands. Here's how each one sees Databricks.
| Engine | Score | Rank | Questions | Avg position |
|---|---|---|---|---|
| Gemini Flash Lite | 7.7 | #233 | 4 | 5.3 |
What AI actually said
Unedited excerpts from archived answers.
“…cloud setups (AWS, Azure, GCP), and high performance. * Databricks (Best for Data Lakehouses): * Why it’s great: Databricks combines data lake and data warehouse features (known as a "Lakehouse") usi...”
gemini
position 3 · “best free data warehouse tool”
“…es that are heavily invested in AWS infrastructure. 4. Databricks (Best for Data Lakehouses / AI & ML) Strictly speaking, Databricks is a "Lakehouse" platform rather than a traditional data warehous...”
gemini
position 4 · “best data warehouse software”
“…whose data infrastructure is already built on AWS. 4. Databricks / Lakehouse Platform (Best for Data Science + Warehousing) While technically a "Data Lakehouse" rather than a traditional data wareho...”
gemini
position 6 · “data warehouse software comparison”
“…ions dealing with massive, fast-streaming datasets. 3. Databricks Lakehouse Platform (Best for Advanced Data Science & AI) While historically known for Apache Spark and big data engineering, Databri...”
gemini
position 8 · “what is the best data warehouse tool in 2026”
Named alongside
Brands that show up in the same questions as Databricks.
| # | Brand | Score | Shared questions |
|---|---|---|---|
| 57 | Snowflake | 26.8 | 4 |
| 66 | Google BigQuery | 25.1 | 4 |
| 163 | Amazon Redshift | 10.7 | 3 |
| 196 | BigQuery | 9.2 | 2 |
| 209 | Fivetran | 8.5 | 1 |
| 298 | Airbyte | 5.5 | 1 |
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How this score is calculated
Reach (how many questions named the brand) multiplied by prominence (how early it was named), scaled so the most visible brand sits at 100.