Supermetrics for BigQuery
Connect TikTok Ads to BigQuery — Short-Form Video Analytics at Scale
Warehouse your TikTok Ads data in BigQuery for creative performance analysis. Track video view rates, watch time, and conversion metrics across campaigns with unlimited historical depth.
Why Connect TikTok Ads to BigQuery?
Warehouse your TikTok Ads data in BigQuery for unlimited historical analysis and cross-source SQL.
BigQuery ML creative fatigue prediction
Train a time-series model on video completion rates using BigQuery ML to predict when a TikTok creative will fatigue — pause ads before performance drops, all without leaving SQL.
Cross-platform video benchmarks via GA4 joins
JOIN TikTok video metrics with Instagram Reels and YouTube data already in BigQuery. Compare hook retention rates across platforms in a single serverless query.
Serverless scale for viral spikes
BigQuery auto-scales without provisioning. When a TikTok creative goes viral, your analytics queries handle the data spike without cluster resizing or capacity planning.
How to Connect TikTok Ads to BigQuery
Three steps. Under two minutes. Zero code.
- 1
Create a data transfer
Log into Supermetrics, select your data source and BigQuery as your destination.
- 2
Authorize and configure
Connect your data source account, choose your BigQuery project and dataset, 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 BigQuery automatically.
TikTok Ads Data Schema in BigQuery
Supermetrics creates and maintains clean, typed tables automatically. Here's what your TikTok Ads data looks like in BigQuery.
Data Freshness & Scheduling
TikTok Ads data typically available within 4-8 hours. Daily transfers recommended.
What TikTok Ads Data Can You Pull into BigQuery?
Supermetrics gives BigQuery 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
Why Supermetrics for BigQuery?
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 BigQuery — 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
How do I connect TikTok Ads to BigQuery with Supermetrics?
Log into the Supermetrics Hub, create a new data transfer, select TikTok Ads as the source and BigQuery as the destination. Authorize your TikTok Ads account, choose your BigQuery project and dataset, pick the fields you want, set a schedule, and start the transfer. No code or SQL knowledge required — Supermetrics creates and manages the tables automatically.
Is my TikTok Ads data secure when transferring to BigQuery?
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 to your own BigQuery project — Supermetrics does not store your marketing data on its servers. Your BigQuery IAM policies control who can access the tables.
Can I combine TikTok Ads data with other sources in BigQuery?
That is one of the biggest advantages of warehousing your data. Once TikTok Ads lands in BigQuery, you can JOIN it with any other table — GA4 sessions, CRM deals, revenue data, other ad platforms — using standard SQL. Supermetrics supports 170+ data sources, and they all land in the same BigQuery project for easy cross-source analysis.
What TikTok Ads metrics and dimensions are available in BigQuery?
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.
How fresh is TikTok Ads data in BigQuery?
Data freshness depends on your transfer schedule. You can run transfers hourly, daily, or weekly. Most users schedule daily transfers so yesterday's complete data is ready each morning. Supermetrics uses incremental loading — only new and updated records are transferred — so even large accounts refresh quickly.
Does it include Spark Ads data?
Yes. Spark Ads and standard in-feed ads are both available, with ad format as a filterable dimension.
Can I track video view progression?
Yes. 2-second views, 6-second views, full views, and average watch time are all available as metrics.
Also Connect to BigQuery
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