DatriseAI-first ETL

Twitter Ads to PlanetScale Integration

AI-first ETL from Twitter Ads into PlanetScale. Governed entities, incremental sync, typed landing tables.

How Datrise loads Twitter Ads into PlanetScale

Datrise syncs Twitter Ads's campaigns, line items, promoted tweets, spend, impressions, and conversions into PlanetScale 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.

Sync is incremental: Datrise uses a watermark on updated-at, applied with INSERT … ON DUPLICATE KEY UPDATE, so re-runs update only what changed. Vitess sharding by tenant or entity key for very large tables. PlanetScale disallows foreign-key constraints by default, so Datrise models relationships by stable id columns rather than enforced FKs.

Ideal for horizontally scalable MySQL apps on Vitess.

Endpoints

Twitter Ads: Paid campaign delivery and performance on X.

PlanetScale: Serverless MySQL platform with safe schema workflows.

How Twitter Ads entities map to PlanetScale

Twitter Ads entityPlanetScale objectNotes
campaignstwitter_ads_campaignsid PK · custom fields → JSON columns
line itemstwitter_ads_line_itemsid PK · linked to twitter_ads_campaigns
promoted tweetstwitter_ads_promoted_tweetsid PK · linked to twitter_ads_campaigns
spendtwitter_ads_spendid PK · linked to twitter_ads_campaigns

FAQ

How does Datrise handle Twitter Ads's custom fields in PlanetScale?

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 PlanetScale types.

How does the Twitter Ads to PlanetScale sync stay up to date?

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

Related pipelines

Early access

Connect Twitter Ads to PlanetScale 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.