Instagram Business to MotherDuck integration

Connect Instagram Business to MotherDuck and automatically sync your marketing platform data. Weld extracts Media, Insights, Stories, and Followers from Instagram Business, loads them into MotherDuck, and lets you transform the data using SQL or dbt, no custom scripts required.

4.8 on G2
Instagram BusinessSource
WeldWeld
MotherDuckWarehouse
Weld · New sync
Instagram BusinessSourceInstagram BusinessConnected
Tables to sync
  • media_insights46 cols
  • media_history17 cols
  • user_history9 cols
  • user_insights8 cols
  • user_lifetime_insights6 cols
  • user_aggregated_insights_per_day6 cols
  • Extract
  • Load
  • Keep in sync
MotherDuckDestinationMotherDuckReady
instagram_business schema
  • instagram_business.media_insightsSynced
  • instagram_business.media_historySyncing
  • instagram_business.user_historySynced
  • instagram_business.user_insightsSynced
  • instagram_business.user_lifetime_insightsSynced
  • instagram_business.user_aggregated_insights_per_daySynced
Instagram Business tables
7
fields, typed
97
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 Instagram Business to MotherDuck in Weld.
In the app, with the API or an agent.

Weld · New Instagram Business sync
Instagram BusinessNew connectionInstagram BusinessAuthorised
Connection nameinstagram_business
AuthorizeOpens Instagram Business to grant read access
Use cases

Why sync Instagram Business to MotherDuck?
Ready for analysis.

Centralizing your Instagram Business data in MotherDuck lets you join it with other data sources for cross-platform analytics and deeper insights.

Build reliable dashboards and reports by querying Instagram Business data directly in MotherDuck using SQL or your preferred BI tool.

  • Centralized data warehouse

    Bring Instagram Business data into MotherDuck 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 Instagram Business to MotherDuck. Connect BI tools like Looker, Metabase, or Power BI.

Schema

What data can you sync?
Every Instagram Business table, keys intact.

Weld syncs the following data objects from Instagram Business into MotherDuck. The exact tables and fields depend on your Instagram Business configuration and the permissions granted during setup.

Open the schema explorer
All 7 tables
  • media_insights
  • media_history
  • user_history
  • user_insights
  • user_lifetime_insights
  • user_aggregated_insights_per_day
  • user_daily_insights
Weld MCP server

Ask your agent.
It queries MotherDuck for you.

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

Claude CodeOpus 5
>

How many media_insights rows do we have in MotherDuck?

Reading the Instagram Business context first, so the query uses the right tables and keys.

●weld·search_available_references
⎿raw.instagram_business.media_insights
+ 6 more Instagram Business tables
●weld·get_reference_schema
⎿media_insights · 46 columns
columns and types
●weld·run_query
⎿select count(*) from {{raw.instagram_business.media_insights}}
submitted
●weld·get_query_status
⎿DONE
●weld·get_query_result
⎿rows returned
✓Answered from Instagram Business data in MotherDuck
>Ask about your Instagram Business data
Under the hood

Technical considerations.
What to expect.

Incremental syncing
Weld uses incremental syncing where supported by the Instagram Business API, loading only new and updated records to minimize data transfer and warehouse costs.
Schema handling
Weld automatically manages schema changes. If Instagram Business adds new fields, they're detected and added to the corresponding MotherDuck 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.
FAQ

Common questions.
About Instagram Business to MotherDuck.

Start syncing Instagram Business to MotherDuck.

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

Instagram BusinessSource
WeldWeld
MotherDuckWarehouse