AI Visibility Score
Amazon Redshift
10.7
/ 100
Ranked #163 of 558 scored brands · as of 2026-07-28
- Questions named in
- 6
- Total mentions
- 6
- Average position
- 3.3
- Sample
- 7 days
Engine by engine
Different models recommend different brands. Here's how each one sees Amazon Redshift.
| Engine | Score | Rank | Questions | Avg position |
|---|---|---|---|---|
| Gemini Flash Lite | 13.0 | #150 | 6 | 3.3 |
What AI actually said
Unedited excerpts from archived answers.
“…f machine learning (BigQuery ML is built right in). 3. Amazon Redshift (Best for AWS Ecosystems) As the original cloud data warehouse, Redshift is a mature, robust, and deeply integrated part of Ama...”
gemini
position 3 · “best data warehouse software”
“…who want predictable pricing based on query usage. 3. Amazon Redshift (Best for AWS Ecosystem & Price-to-Performance) Amazon Redshift was the pioneer of cloud data warehousing and remains a powerhou...”
gemini
position 3 · “data warehouse software comparison”
“…who want a hands-off, pay-per-query pricing model. 3. Amazon Redshift (Best for AWS Ecosystems) Redshift is AWS’s flagship data warehousing service and one of the pioneers of the cloud data warehous...”
gemini
position 3 · “top data warehouse platforms”
“…s data. 3. The Best for Cost-Efficiency & AWS Users: Amazon Redshift As one of the original cloud data warehouses, Redshift remains a powerhouse for companies deeply rooted in Amazon Web Services (A...”
gemini
position 3 · “recommend a good data warehouse tool”
Named alongside
Brands that show up in the same questions as Amazon Redshift.
| # | Brand | Score | Shared questions |
|---|---|---|---|
| 57 | Snowflake | 26.8 | 8 |
| 66 | Google BigQuery | 25.1 | 6 |
| 260 | Databricks | 6.3 | 3 |
| 209 | Fivetran | 8.5 | 3 |
| 130 | Looker | 13.4 | 3 |
| 298 | Airbyte | 5.5 | 2 |
| 196 | BigQuery | 9.2 | 2 |
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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.