Trustpilot to Snowflake Integration
AI-first ETL from Trustpilot into Snowflake. Governed entities, incremental sync, typed landing tables.
How Datrise loads Trustpilot into Snowflake
Datrise syncs Trustpilot's reviews, business units, consumers, star ratings, replies, and invitations into Snowflake as a typed table per source entity. Flexible or custom fields land in VARIANT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP_TZ.
Sync is incremental: Datrise uses staged loads merged on stable id with MERGE, so credits scale with change volume, not table size, so re-runs update only what changed. Automatic micro-partitioning, with optional clustering keys on high-cardinality ids. Snowflake upper-cases unquoted identifiers, so Datrise standardizes on lower-case quoted names to keep column references stable.
Ideal for central analytics warehouses feeding BI and AI workloads.
Endpoints
Trustpilot: Consumer reviews and business reputation data.
Snowflake: Cloud data warehouse with separated compute and storage.
How Trustpilot entities map to Snowflake
| Trustpilot entity | Snowflake object | Notes |
|---|---|---|
| reviews | trustpilot_reviews | id PK · custom fields → VARIANT columns |
| business units | trustpilot_business_units | id PK · linked to trustpilot_reviews |
| consumers | trustpilot_consumers | id PK · linked to trustpilot_reviews |
| star ratings | trustpilot_star_ratings | id PK · linked to trustpilot_reviews |
FAQ
How does Datrise handle Trustpilot's custom fields in Snowflake?
Flexible values are stored as VARIANT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Snowflake types.
How does the Trustpilot to Snowflake sync stay up to date?
It runs incrementally — Datrise uses staged loads merged on stable id with MERGE, so credits scale with change volume, not table size.
Related pipelines
More destinations for Trustpilot
- Trustpilot → Google BigQuery
- Trustpilot → Amazon Redshift
- Trustpilot → Databricks SQL Warehouse
- Trustpilot → ClickHouse
- Trustpilot → DuckDB
- Trustpilot → Amazon Athena
- Trustpilot → Amazon S3 Data Lake
- Trustpilot → Azure Data Lake Storage
- Trustpilot → Azure Synapse
- Trustpilot → Spreadsheets
- Trustpilot → Airtable
- Trustpilot → CSV Files
Early access
Connect Trustpilot to Snowflake the easy way
Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.