DatriseAI-first ETL

Salesforce Marketing Cloud to CSV Files Integration

AI-first ETL from Salesforce Marketing Cloud into CSV Files. Governed entities, incremental sync, typed landing tables.

How Datrise loads Salesforce Marketing Cloud into CSV Files

Datrise syncs Salesforce Marketing Cloud's subscribers, data extensions, journeys, sends, email events, and lists into CSV Files as one CSV per source entity. Flexible or custom fields land in JSON-encoded strings for nested fields, and timestamps such as created, updated, and status changes are typed as ISO-8601 timestamp columns.

Sync is incremental: Datrise uses writes a fresh, fully-typed CSV per entity each run, so re-runs update only what changed. Optional date-suffixed files for change tracking. CSV has no types, so Datrise emits a companion schema and quotes/escapes consistently so downstream loaders don't misparse commas and newlines.

Ideal for portable hand-off into any tool that ingests delimited files.

Endpoints

Salesforce Marketing Cloud: Enterprise email, journeys, and cross-channel messaging.

CSV Files: Flat-file destination for exports and lightweight data sharing.

How Salesforce Marketing Cloud entities map to CSV Files

Salesforce Marketing Cloud entityCSV Files objectNotes
subscriberssalesforce_marketing_cloud_subscribersid PK · custom fields → JSON-encoded strings for nested fields
data extensionssalesforce_marketing_cloud_data_extensionsid PK · linked to salesforce_marketing_cloud_subscribers
journeyssalesforce_marketing_cloud_journeysid PK · linked to salesforce_marketing_cloud_subscribers
sendssalesforce_marketing_cloud_sendsid PK · linked to salesforce_marketing_cloud_subscribers

FAQ

How does Datrise handle Salesforce Marketing Cloud's custom fields in CSV Files?

Flexible values are stored as JSON-encoded strings for nested fields, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native CSV Files types.

How does the Salesforce Marketing Cloud to CSV Files sync stay up to date?

It runs incrementally — Datrise uses writes a fresh, fully-typed CSV per entity each run.

Related pipelines

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