DatriseAI-first ETL

Pardot Looker

AI-first ETL from Pardot into Looker. Governed entities, incremental sync, typed landing tables.

How Datrise loads Pardot into Looker

Datrise syncs Pardot's prospects, campaigns, emails, forms, and engagement grades into Looker as governed warehouse tables with LookML-ready naming. Flexible or custom fields land in flattened columns (nested fields expanded for modeling), and timestamps such as created, updated, and status changes are typed as date/time dimension columns.

Sync is incremental: Datrise uses incremental refresh of the underlying warehouse tables Looker explores, so re-runs update only what changed. Date-partitioned fact tables for PDT performance. Looker models live in LookML on top of SQL, so Datrise lands clean, stable column names rather than churn that would break your views.

Ideal for governed, version-controlled BI on a warehouse.

Endpoints

Pardot: B2B marketing automation on the Salesforce platform.

Looker: Google Cloud BI with LookML semantic models and governed dashboards.

How Pardot entities map to Looker

Pardot entityLooker objectNotes
prospectspardot_prospectsid PK · custom fields → flattened columns (nested fields expanded for modeling)
campaignspardot_campaignsid PK · linked to pardot_prospects
emailspardot_emailsid PK · linked to pardot_prospects
formspardot_formsid PK · linked to pardot_prospects

FAQ

How does Datrise handle Pardot's custom fields in Looker?

Flexible values are stored as flattened columns (nested fields expanded for modeling), so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Looker types.

How does the Pardot to Looker sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the underlying warehouse tables Looker explores.

Related pipelines

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