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Tiktok Ads to Databricks integration

Connect Tiktok Ads to Databricks and automatically sync your advertising platform data. Weld extracts Campaigns, Ad Groups, Ads, and Ad Reports from Tiktok Ads, loads them into Databricks, and lets you transform the data using SQL or dbt, no custom scripts required.

Start for freeView setup guide
4.8 on G2
Tiktok AdsSource
WeldWeld
DatabricksWarehouse
Weld · New sync
Tiktok AdsSourceTiktok AdsConnected
Tables to sync
  • advertiser22 cols
  • campaign20 cols
  • ad43 cols
  • ad_group70 cols
  • ad_monthly_report58 cols
  • ad_weekly_report58 cols
  • Extract
  • Load
  • Keep in sync
DatabricksDestinationDatabricksReady
tiktok_ads schema
  • tiktok_ads.advertiserSynced
  • tiktok_ads.campaignSyncing
  • tiktok_ads.adSynced
  • tiktok_ads.ad_groupSynced
  • tiktok_ads.ad_monthly_reportSynced
  • tiktok_ads.ad_weekly_reportSynced
Tiktok Ads tables
41
fields, typed
1,129
relationships kept
52
agent context included
MCP

Trusted by data and AI teams

  • Flatpay
  • Holafly
  • eComplete
  • Dishoom
  • Danish Endurance
  • Female Invest
  • Son of a Tailor
  • Onomondo
  • Medik8
  • Pas Normal Studios
How it works

How to set up Tiktok Ads to Databricks in Weld.
In the app, with the API or an agent.

Setup guideAPI guideMCP docs
Weld · New Tiktok Ads sync
Tiktok AdsNew connectionTiktok AdsAuthorised
Connection nametiktok_ads
AuthorizeOpens Tiktok Ads to grant read access
Use cases

Why sync Tiktok Ads to Databricks?
Ready for analysis.

Centralizing your Tiktok Ads data in Databricks lets you join it with other data sources for cross-platform analytics and deeper insights.

Build reliable dashboards and reports by querying Tiktok Ads data directly in Databricks using SQL or your preferred BI tool.

  • Cross-channel ad performance

    Consolidate Tiktok Ads campaign data in Databricks alongside other ad platforms. Compare ROAS, CPA, and conversion rates in a single dashboard.

  • Centralized data warehouse

    Bring Tiktok Ads data into Databricks alongside other sources to create a single source of truth for your organization.

  • Automated reporting

    Replace manual exports and spreadsheet-based reporting with automated pipelines from Tiktok Ads to Databricks. Connect BI tools like Looker, Metabase, or Power BI.

Schema

What data can you sync?
Every Tiktok Ads table, keys intact.

Weld syncs the following data objects from Tiktok Ads into Databricks. The exact tables and fields depend on your Tiktok Ads configuration and the permissions granted during setup.

Open the schema explorer
All 41 tables
  • advertiser
  • campaign
  • ad
  • ad_group
  • ad_monthly_report
  • ad_weekly_report
  • ad_daily_report
  • ad_group_monthly_report
  • ad_group_weekly_report
  • campaign_monthly_report
  • campaign_weekly_report
  • ad_group_daily_report
  • campaign_daily_report
  • ad_group_hourly_report
  • ad_hourly_report
  • campaign_hourly_report
  • gmv_max_creatives_daily_detailed_report
  • campaign_age_gender_report
  • ad_age_gender_report
  • campaign_country_report
  • campaign_language_report
  • campaign_platform_report
  • ad_country_report
  • ad_language_report
  • gmv_max_campaign_daily_detailed_report
  • gmv_max_campaign
  • country_report_monthly
  • country_report_weekly
  • adgroup_age
  • ad_group_connection_type
  • and 11 more
Weld MCP server

Ask your agent.
It queries Databricks for you.

Connect Claude, Cursor, ChatGPT or your own agent to Weld over MCP. It reads the Tiktok Ads context, finds the tables it needs and runs the query in Databricks.

Set up the MCP serverClaudeCursorChatGPTGemini
Claude CodeOpus 5
>

How many campaign rows do we have per advertiser? Use our Tiktok Ads data in Databricks.

Reading the Tiktok Ads context first, so the query uses the right tables and keys.

●weld·search_available_references
⎿raw.tiktok_ads.campaign
raw.tiktok_ads.advertiser
+ 39 more Tiktok Ads tables
●weld·get_reference_schema
⎿campaign · 20 columns
joins advertiser on advertiser_id
●weld·run_query
⎿select a.id, count(*) from {{raw.tiktok_ads.campaign}} c
join {{raw.tiktok_ads.advertiser}} a on c.advertiser_id = a.id
group by 1
submitted
●weld·get_query_status
⎿DONE
●weld·get_query_result
⎿rows returned
✓Answered from Tiktok Ads data in Databricks
>Ask about your Tiktok Ads data
Under the hood

Technical considerations.
What to expect.

Incremental syncing
Weld uses incremental syncing where supported by the Tiktok Ads API, loading only new and updated records to minimize data transfer and warehouse costs.
Schema handling
Weld automatically manages schema changes. If Tiktok Ads adds new fields, they're detected and added to the corresponding Databricks tables.
Data freshness
Sync frequency depends on your Weld plan. Most connectors support schedules from every 5 minutes up to daily intervals.
Security
All data is encrypted in transit (TLS) and at rest. Weld is SOC 2 Type II compliant and supports IP whitelisting for database connections.
Resources

Keep reading.
Guides, docs and schema.

Documentation

Tiktok Ads setup guide

How to connect Tiktok Ads to Weld, step by step.

Documentation

Databricks setup guide

How to connect Databricks to Weld, step by step.

Schema

Tiktok Ads schema explorer

Browse all 41 tables and 1,129 fields.

Connector

Tiktok Ads connector

Everything Weld does with Tiktok Ads.

FAQ

Common questions.
About Tiktok Ads to Databricks.

Start syncing Tiktok Ads to Databricks.

Set up your Tiktok Ads data pipeline in minutes. No credit card required. Free for 14 days.

Tiktok AdsSource
WeldWeld
DatabricksWarehouse
Start for freeTalk to us
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