Who each engine recommends
Position of every brand named in the latest run.
| Brand | ChatGPT | Perplexity | AI Mode | Mention rate |
|---|---|---|---|---|
| dbtTop pick | #1 | #1 | #1 | |
| Fivetran | #6 | #2 | #5 | |
| Snowflake | #2 | #4 | #2 | |
| Airbyte | #7 | #3 | #6 | |
| BigQuery | #3 | #5 | #3 | |
| Amazon Redshift | #5 | #6 | #4 | |
| Databricks | #4 | #7 | — | |
| Microsoft Fabric | #8 | — | — | |
| PostgreSQL | — | #8 | — | |
| AWS | #9 | — | — |
Responses
What each engine answered, and how the shortlist moved.
ChatGPT · run of Nov 3 · sentiment toward the top pick: → Mixed
- dbt — Yes, dbt is an excellent tool for modern data warehousing—but there's one important distinction: dbt is not itself a data warehouse.
- Snowflake — dbt (data build tool) is a data transformation and modeling framework that works on top of a data warehouse such as Snowflake, BigQuery, Databricks, or Amazon Redshift.
- BigQuery — dbt (data build tool) is a data transformation and modeling framework that works on top of a data warehouse such as Snowflake, BigQuery, Databricks, or Amazon Redshift.
- Databricks — dbt (data build tool) is a data transformation and modeling framework that works on top of a data warehouse such as Snowflake, BigQuery, Databricks, or Amazon Redshift.
- Amazon Redshift — dbt (data build tool) is a data transformation and modeling framework that works on top of a data warehouse such as Snowflake, BigQuery, Databricks, or Amazon Redshift.
- Fivetran — Fivetran · Airbyte · custom pipelines.
- Airbyte — Fivetran · Airbyte · custom pipelines.
- Microsoft Fabric
- AWS
Perplexity · run of Nov 3 · sentiment toward the top pick: → Mixed
- dbt — No—dbt is not a data warehouse.
- Fivetran — Data ingestion: Fivetran, Airbyte, or custom pipelines.
- Airbyte — Data ingestion: Fivetran, Airbyte, or custom pipelines.
- Snowflake — Data warehouse: Snowflake, BigQuery, Redshift, Databricks, or Postgres.
- BigQuery — Data warehouse: Snowflake, BigQuery, Redshift, Databricks, or Postgres.
- Amazon Redshift — Data warehouse: Snowflake, BigQuery, Redshift, Databricks, or Postgres.
- Databricks — Data warehouse: Snowflake, BigQuery, Redshift, Databricks, or Postgres.
- PostgreSQL — Data warehouse: Snowflake, BigQuery, Redshift, Databricks, or Postgres.
Google AI Mode · run of Nov 3 · sentiment toward the top pick: → Neutral
- dbt — The short answer is: dbt (data build tool) is not a data warehouse .
- Snowflake — The data warehouse (like Snowflake, Google BigQuery, or Amazon Redshift) is the massive, heavy-duty warehouse building with the concrete floors, electricity, and shelving units where goods are physically…
- BigQuery — The data warehouse (like Snowflake, Google BigQuery, or Amazon Redshift) is the massive, heavy-duty warehouse building with the concrete floors, electricity, and shelving units where goods are physically…
- Amazon Redshift — The data warehouse (like Snowflake, Google BigQuery, or Amazon Redshift) is the massive, heavy-duty warehouse building with the concrete floors, electricity, and shelving units where goods are physically…
- Fivetran — Extract & Load (EL): Tools like Fivetran or Airbyte move raw data from apps (like Salesforce or Stripe) into your warehouse.
- Airbyte — Extract & Load (EL): Tools like Fivetran or Airbyte move raw data from apps (like Salesforce or Stripe) into your warehouse.
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| getdbt.com | Brand site · dbt | 10 | ChatGPT, Perplexity, Google AI Mode |
| debruyn.dev | Web | 1 | Perplexity |
| dwbi.org | Web | 1 | Perplexity |
| g2.com | Review site | 1 | Perplexity |
| gitlab.com | Web | 1 | Perplexity |
| integrate.io | Web | 1 | Perplexity |
| microsoft.com | Web | 1 | ChatGPT |
| netguru.com | Web | 1 | Perplexity |
| thoughtworks.com | Web | 1 | Perplexity |
| woodmark.de | Web | 1 | Perplexity |