DatriseAI-first ETL

Marketo to MySQL Integration

AI-first ETL from Marketo into MySQL. Governed entities, incremental sync, typed landing tables.

How Datrise loads Marketo into MySQL

Datrise syncs Marketo's leads, programs, campaigns, email events, lists, and lead scores 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: B2B marketing automation and lead management.

MySQL: Widely used OSS relational engine (InnoDB).

How Marketo entities map to MySQL

Marketo entityMySQL objectNotes
leadsmarketo_leadsid PK · custom fields → JSON columns
programsmarketo_programsid PK · linked to marketo_leads
campaignsmarketo_campaignsid PK · linked to marketo_leads
email eventsmarketo_email_eventsDATETIME/TIMESTAMP events

FAQ

How does Datrise handle Marketo'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 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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