AI Visibility Score
Snowflake
26.8
/ 100
Ranked #57 of 558 scored brands · as of 2026-07-28
- Questions named in
- 11
- Total mentions
- 15
- Average position
- 2.8
- Sample
- 7 days
Engine by engine
Different models recommend different brands. Here's how each one sees Snowflake.
| Engine | Score | Rank | Questions | Avg position |
|---|---|---|---|---|
| Gemini Flash Lite | 34.1 | #42 | 11 | 2.7 |
| Groq Llama 3.3 70B | 8.3 | #120 | 2 | 3.5 |
What AI actually said
Unedited excerpts from archived answers.
“When comparing Looker and Snowflake, the first thing to understand is that they aren't actually direct competitors. In fact, they are often used together. * Snowflake is a Cloud Data Warehouse. It…”
gemini
position 1 · “Looker vs Snowflake”
“…market right now, broken down by what they do best: 1. Snowflake (Best Overall & Most Versatile) Snowflake is currently the industry darling, and for good reason. It runs on AWS, Google Cloud, and M...”
gemini
position 1 · “best data warehouse software”
“…ns on the market, categorized by what they do best: 1. Snowflake (Best Overall / Multi-Cloud) Snowflake is widely considered the gold standard for modern data warehousing because of its flexibility...”
gemini
position 1 · “data warehouse software comparison”
“…clear industry leaders dominate the market in 2026: 1. Snowflake (Best Overall & Multi-Cloud) Snowflake remains the gold standard for versatility. Its biggest selling point continues to be its true...”
gemini
position 1 · “what is the best data warehouse tool in 2026”
Named alongside
Brands that show up in the same questions as Snowflake.
| # | Brand | Score | Shared questions |
|---|---|---|---|
| 66 | Google BigQuery | 25.1 | 11 |
| 130 | Looker | 13.4 | 8 |
| 163 | Amazon Redshift | 10.7 | 6 |
| 209 | Fivetran | 8.5 | 5 |
| 196 | BigQuery | 9.2 | 5 |
| 260 | Databricks | 6.3 | 4 |
| 298 | Airbyte | 5.5 | 4 |
| 162 | Power BI | 10.7 | 3 |
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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.