AI Visibility Score
Snowflake
22.6
/ 100
Ranked #76 of 440 scored brands · as of 2026-11-12
- Questions named in
- 7
- Total mentions
- 11
- Average position
- 3.1
- 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 | 33.5 | #62 | 7 | 3.0 |
| Groq GPT-OSS 120B | 8.5 | #124 | 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”
“Choosing between Snowflake and Google BigQuery usually comes down to your company’s existing tech stack, your team’s SQL skills, and how you prefer to manage costs. Both are industry giants capable of...”
gemini
position 1 · “Snowflake vs BigQuery”
“When people compare Looker and Snowflake, they are often comparing apples to oranges—or more accurately, a BI tool to a data warehouse. While both are major players in the modern data stack, they actu...”
gemini
position 1 · “Looker vs Snowflake”
“Choosing between Snowflake and Google BigQuery usually comes down to your company’s existing tech stack, how your data team likes to work, and your budget predictability preferences. Both are top-tier...”
gemini
position 1 · “Snowflake vs BigQuery”
Named alongside
Brands that show up in the same questions as Snowflake.
| # | Brand | Score | Shared questions |
|---|---|---|---|
| 119 | Looker | 15.1 | 7 |
| 108 | Google BigQuery | 16.8 | 6 |
| 41 | Tableau | 32.9 | 4 |
| 112 | Calendly | 15.9 | 3 |
| 98 | Power BI | 18.3 | 3 |
| 214 | Metabase | 8.0 | 2 |
| 37 | Microsoft Power BI | 34.3 | 2 |
| 80 | Shopify | 21.8 | 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.