Supermetrics for Databricks
Connect TikTok Ads to Databricks — Video Ad Analytics on the Lakehouse
Load TikTok Ads campaign, creative, and video performance data into Databricks for short-form video ad analytics.
Why Connect TikTok Ads to Databricks?
Warehouse your TikTok Ads data in Databricks for unlimited historical analysis and cross-source SQL.
- Build a creative fatigue model using Databricks Feature Store — compute rolling features like 7-day watch time decay and engagement drop-off from your TikTok Delta table, train with MLflow, and deploy predictions back to the same catalog.
- SQL analysts query TikTok metrics in Databricks SQL Warehouse, while data scientists use PySpark notebooks to analyze video retention curves and hook effectiveness on the same Delta table. Both workflows share Unity Catalog governance.
- Every TikTok data load creates a new Delta version. Use VERSION AS OF to compare creative performance before and after an attribution window closes — a complete audit trail without manual exports or snapshot scripts.
How to Connect TikTok Ads to Databricks
Three steps. Under two minutes. Zero code.
- 1
Create a data transfer
Log into Supermetrics, select your data source and Databricks as your destination.
- 2
Authorize and configure
Connect your data source account, provide your Databricks workspace URL and access token, choose your catalog and schema, and select the data you want to transfer.
- 3
Set schedule and start transfer
Choose your refresh frequency (hourly, daily, or weekly) and click Start. Your data begins flowing into Databricks Delta tables automatically.
TikTok Ads Data Schema in Databricks
Supermetrics creates and maintains clean, typed tables automatically. Here's what your TikTok Ads data looks like in Databricks.
Data Freshness & Scheduling
TikTok Ads data is typically available in Databricks within 3-6 hours of the reporting period end.
What TikTok Ads Data Can You Pull into Databricks?
Supermetrics gives Databricks access to your full TikTok Ads reporting data — metrics and dimensions you already know from the TikTok Ads interface.
Key Metrics
- Impressions
- Clicks
- Spend
- CTR
- CPC
- CPM
- Conversions
- CPA
- Cost per result
- Video views
- Result rate
- 2-second video views
- 6-second video views
- Average watch time
- Profile visits
Key Dimensions
- Campaign name
- Ad group name
- Ad name
- Placement
- Gender
- Country
- Operating system
- Ad format
- Objective type
- Optimization goal
- Creative type
Resources & Guides
Marketing data warehousing 101
Build vs. buy: data pipeline decisions
The marketing analytics roadmap
TikTok ad campaigns: setup & optimization
PPC reporting: extract insights from paid campaigns
Why Supermetrics for Databricks?
Purpose-built for marketing data since 2009. 200,000+ companies trust Supermetrics to move 15% of global ad spend into reporting and analytics destinations.
No Vendor Lock-In
Your data lands in Databricks — infrastructure you own and control. Use any BI tool, any transformation layer, any ML platform. If you ever switch providers, your data and dashboards stay with you.
170+ Marketing Data Sources
Purpose-built for marketing data — not a generic ETL tool. Supermetrics covers 99% of metrics and dimensions from each source, with pre-structured tables ready for analysis. No transformation layer required.
Managed Schema
Supermetrics creates and maintains your TikTok Ads tables automatically. Schema changes from the source API are handled for you — no broken pipelines, no manual migrations.
Your Data, Your Infrastructure
Supermetrics moves data directly to your destination — nothing is stored on our servers. SOC 2 Type II certified, GDPR and CCPA compliant. Your data stays in infrastructure you control, simplifying privacy and compliance reviews.
Flat-Rate, Predictable Pricing
Fixed annual pricing regardless of data volume — no per-row charges, no surprise bills during peak campaign seasons. Transfer as much TikTok Ads data as you need without worrying about cost spikes.
No Data Limits
Query any date range, any number of campaigns, any level of granularity. No row limits, no sampling, no restrictions on the data you can pull.
Frequently Asked Questions
- Log into the Supermetrics Hub, create a new data transfer, select TikTok Ads as the source and Databricks as the destination. Authorize your TikTok Ads account, provide your Databricks workspace URL and access token, choose your catalog, schema, and Unity Catalog settings, select the fields you need, set a schedule, and start the transfer. No custom notebooks, Spark jobs, or Delta Lake plumbing required — Supermetrics writes directly to Delta tables and registers them in Unity Catalog so your data is governed, versioned, and queryable with both SQL and PySpark from the moment it lands.
- Supermetrics is SOC 2 Type II certified and fully GDPR compliant. All TikTok Ads credentials are encrypted at rest and in transit. Data flows directly from the TikTok Ads API into your Databricks workspace — Supermetrics never stores your marketing data on its own servers. Unity Catalog provides centralized governance: fine-grained row-level and column-level security, attribute-based access control, and a full audit log of who queried what. Delta Lake's transaction log makes every write atomic and traceable, so you always have a verifiable lineage of your TikTok Ads data from ingestion to insight.
- That is one of the defining advantages of the Databricks lakehouse architecture. Once TikTok Ads data lands as a Delta table, you can JOIN it with any other table in your lakehouse — raw event streams, CRM exports, product analytics, even ML Feature Store tables used for model training. Query in SQL from Databricks SQL warehouses or switch to PySpark and pandas for data science workflows — same data, no copying. Supermetrics supports 170+ connectors that all land in the same Unity Catalog namespace, and the Photon engine accelerates analytical queries on those Delta tables automatically.
- All standard TikTok Ads reporting fields are available, including Impressions, Clicks, Spend, CTR, CPC, CPM, and many more. You select exactly which metrics and dimensions to transfer during setup, and you can add or remove fields at any time without losing historical data already stored in your Delta tables. Delta Lake's time travel lets you query any previous version of your TikTok Ads data — useful for auditing retroactive metric recalculations or reproducing a dashboard state from last quarter. Schema evolution is handled automatically, so new fields appear as columns without breaking existing queries.
- Data freshness depends on your transfer schedule. Supermetrics supports hourly, daily, or weekly transfers into Databricks. Most teams schedule daily transfers so yesterday's complete data is available each morning. Delta Lake's MERGE capability ensures only new and changed records are upserted, keeping cluster utilization and storage costs low. For teams that need near-real-time visibility, the Photon engine accelerates incremental queries so dashboards refresh in seconds, and you can set up Databricks SQL alerts to trigger notifications when key TikTok Ads metrics cross your thresholds.
- Yes. Spark Ads (boosted organic posts) and standard in-feed ads are both available. Use the creative_type column to filter between them in Databricks.
- Yes. 2-second views, 6-second views, average watch time, and video completion rates are all available as metrics.
Also Connect to Databricks
Ready to Connect TikTok Ads to Databricks?
Join 200,000+ companies that use Supermetrics to connect their marketing data. Set up in under two minutes.