Connect BigQuery and
TikTok Ads with AI

Sync BigQuery with TikTok Ads to automate performance reporting, push conversion data, and unify your ad analytics. Stop exporting CSVs, manually uploading audience lists, or rebuilding attribution models in spreadsheets.

No code required
Live in minutes
SOC 2 Type II

What you can automate today

Redbird gives your team ready-to-run workflows — just connect your accounts and go.

Push conversion events from BigQuery to TikTok Ads for campaign optimization

Automatically send post-click conversion data stored in BigQuery back to TikTok Ads via the Events API. Enable TikTok's algorithm to optimize for downstream actions like purchases, sign-ups, or trial starts that happen outside the platform. Keep conversion windows fresh without manual event manager uploads.

Build custom audiences in TikTok Ads from BigQuery customer segments

Query user cohorts in BigQuery based on behavior, lifetime value, or product usage, then automatically create or update custom audiences in TikTok Ads. Target high-intent users or exclude recent converters without exporting CSVs and manually uploading to Audience Manager.

Stream TikTok Ads performance data into BigQuery for cross-channel attribution

Pull campaign, ad group, and creative-level metrics from TikTok Ads into BigQuery tables on a schedule. Blend TikTok spend and conversions with Meta, Google, and offline data for unified marketing analytics. Eliminate API rate limits and manual reporting downloads.

Analyze TikTok creative performance alongside audience data in BigQuery

Combine TikTok video ad metrics with first-party demographic, behavioral, and product data in BigQuery. Run SQL queries to identify which creative formats drive conversions for specific customer segments. Surface insights that TikTok's native dashboard can't reveal.

Alert on TikTok campaign anomalies using BigQuery ML models

Train anomaly detection models in BigQuery on historical TikTok Ads performance data. Automatically flag campaigns with unusual CPA spikes, CTR drops, or spend pacing issues. Route alerts to Slack or email when your BigQuery models detect outliers in daily synced TikTok data.

Generate daily TikTok Ads executive reports from BigQuery analytics tables

Query BigQuery views that blend TikTok performance with revenue, CAC, and LTV metrics, then auto-generate formatted reports or update dashboards. Replace manual pulls from TikTok's interface with scheduled BigQuery-to-reporting tool pipelines that include full funnel context.

Live in four steps

No engineers, no pipelines to maintain. Redbird handles the connectivity — you focus on the outcome.

01

Connect your accounts

Authorize BigQuery and TikTok Ads with OAuth or API credentials. Redbird never stores your data — it just passes through.

02

Describe what you want

Tell Redbird what to do in plain language — no SQL, no code, no configuration files required.

03

Review and activate

Redbird shows you exactly what it will do before running anything. Approve the workflow, set a schedule, and switch it on.

04

Let it run — and iterate

Workflows run on your schedule or on triggers. Every run is logged. Adjust with natural language at any time.

Built for data-driven teams

Redbird AI understands BigQuery schemas and TikTok Ads API structures, so you can automate data flows between your warehouse and ad platform without writing custom ETL code.

AI that reads your BigQuery tables and TikTok campaign structures

Redbird maps BigQuery column types to TikTok Ads event parameters, audience fields, and reporting dimensions automatically. It knows how to batch user identifiers for custom audience uploads, format event timestamps for the Events API, and handle TikTok's rate limits when syncing performance data. The AI adapts to your BigQuery naming conventions and joins TikTok metrics with your internal customer, product, and revenue tables without hardcoded field mappings.

Auto-map BigQuery columns to TikTok event schemas
Handle TikTok API pagination and rate limits
Join ad metrics with warehouse customer data
Format audience files for TikTok's specifications
10×

faster than building custom ETL scripts to sync BigQuery and TikTok Ads

No Python scripts, API authentication debugging, or cron job monitoring required

Auto-generated reports

Redbird can pull from BigQuery and TikTok Ads simultaneously, merge the results, and format a polished report — sent on a schedule or on demand.

Trigger-based alerts

Set conditions in natural language. Get notified in Slack or email the moment a threshold is crossed in either BigQuery or TikTok Ads.

Enterprise-grade security

SOC 2 Type II certified. Data flows encrypted in transit and at rest. Fine-grained permission controls with full audit logs.

Bidirectional sync

Push data from BigQuery into TikTok Ads, or from TikTok Ads back into BigQuery. Resolve conflicts with configurable merge rules.

Full audit trail

Every workflow run is logged — what ran, what changed, and why. Replay or revert any individual step at any time.

Triggers & actions for every team

Start automations from any query result in BigQuery or campaign event in TikTok Ads.

BigQuery
Triggers & Actions
Trigger

New rows in BigQuery table or view

Trigger when a scheduled query or streaming insert adds conversion events, user segments, or analytics results to a BigQuery table.

Trigger

BigQuery ML model prediction completes

Start workflows when a BigQuery ML model finishes scoring users for propensity, churn risk, or predicted LTV.

Trigger

Scheduled BigQuery query execution

Run automations on a schedule after BigQuery executes daily or hourly analytics queries that aggregate TikTok and internal data.

Action

Insert rows into BigQuery table

Write TikTok campaign metrics, creative performance, or audience sizes directly into BigQuery tables for analysis.

Action

Execute parameterized BigQuery SQL query

Run dynamic SQL queries in BigQuery using TikTok campaign IDs, date ranges, or performance thresholds as parameters.

Action

Update BigQuery table from query results

Refresh BigQuery summary tables with latest TikTok performance data or replace partitions with incremental metric updates.

TikTok Ads
Triggers & Actions
Trigger

Campaign performance threshold crossed

Trigger when a TikTok campaign exceeds spend limits, falls below target ROAS, or hits CTR benchmarks you define.

Trigger

New TikTok ad creative approved

Start workflows when video ads complete moderation and go live, enabling automated performance tracking setup.

Trigger

Daily campaign metrics available

Run automations when TikTok finalizes yesterday's performance data, typically early morning in your account timezone.

Action

Send conversion events via TikTok Events API

Push server-side conversion events from BigQuery to TikTok for attribution and campaign optimization with full customer data.

Action

Create or update custom audience

Upload user lists from BigQuery to TikTok Ads as custom audiences for targeting or exclusion in campaigns.

Action

Update campaign budget or bid strategy

Automatically adjust TikTok campaign budgets or switch bid types based on performance signals detected in BigQuery analysis.

BigQuery
+
TikTok Ads

Ready to connect your stack?

Stop manually syncing TikTok Ads data with BigQuery. Redbird AI connects your warehouse and ad platform so you can automate attribution, audience syncs, and performance reporting in minutes.

Get started → Book a demo