Marketo Bulk to MySQL Integration

How Datrise loads Marketo Bulk into MySQL

Datrise syncs Marketo Bulk's leads, activities, program memberships, email events, lists, and custom objects into MySQL as a typed table per source entity. Flexible or custom fields land in JSON columns, and timestamps such as created, updated, and status changes are typed as DATETIME/TIMESTAMP.

Sync is incremental: Datrise uses a watermark on updated-at, applied with INSERT … ON DUPLICATE KEY UPDATE, so re-runs update only what changed. Optional RANGE partitioning by load date. MySQL collation matters for CRM text, so Datrise lands utf8mb4 to preserve emoji and non-Latin characters.

Ideal for operational reporting and app databases already standardized on MySQL.

Endpoints

Marketo Bulk: Bulk export of Marketo lead and activity history.

MySQL: Widely used OSS relational engine (InnoDB).

How Marketo Bulk entities map to MySQL

Marketo Bulk entity	MySQL object	Notes
leads	`marketo_bulk_leads`	id PK · custom fields → JSON columns
activities	`marketo_bulk_activities`	DATETIME/TIMESTAMP events
program memberships	`marketo_bulk_program_memberships`	id PK · linked to marketo_bulk_leads
email events	`marketo_bulk_email_events`	DATETIME/TIMESTAMP events

FAQ

How does Datrise handle Marketo Bulk's custom fields in MySQL?

Flexible values are stored as JSON columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native MySQL types.

How does the Marketo Bulk to MySQL sync stay up to date?

It runs incrementally — Datrise uses a watermark on updated-at, applied with INSERT … ON DUPLICATE KEY UPDATE.

Related pipelines

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