Looker Studio API: what you can automate with AI agents
Looker Studio has an API focused on asset management: finding reports and data sources and adjusting permissions. It also offers URL-based linking and community connectors. It is not an API for extracting the numbers behind charts. For data questions, the agent queries the sources, such as GA4, BigQuery or spreadsheets.
What the Looker Studio API offers
Asset search
Find reports and data sources.
Permissions
Check and adjust who can access each asset, in Google Workspace.
Linking API
Create reports from templates through a URL with parameters.
Community connectors
Build your own connectors with Apps Script.
How to access the Looker Studio API
- With your company’s credentialsOAuth 2.0 with a Google Workspace account. The asset management API is aimed at Workspace organizations.
- The API does not export chart data.
- Permission changes need approval.
- Respect each person's access to the sources.
Official documentation: developers.google.com/looker-studio
What an iTeam agent does with the Looker Studio API
Answer without opening the dashboard
The manager asks a question and the agent queries the report's source (GA4, BigQuery) and replies with the number.
Report inventory
The agent lists reports and owners and flags the abandoned ones.
Access review
The agent reviews sharing settings and proposes removing external access.
Report per client
For agencies, the agent generates copies of the template pointing to each client's source.
From the credential to the agent at work, with approval
Define the goal
Separate asset management (the Looker Studio API) from data queries (the sources), and grant access to what is needed.
Register the credential in the iTeam vault
The Looker Studio credential stays in the iTeam vault, out of prompts and spreadsheets. Each agent gets only the actions it needs (find assets, query sources), and anything that writes data goes through approval.
Test with human approval
Before release, ask for a number and compare it with the dashboard. In the first weeks, write actions stay under approval and everything is in the audit trail.
Ready-made AI teams that use Looker Studio
Questions about the Looker Studio API
Is the Looker Studio API free?
Looker Studio and its API are free. Looker Studio Pro and the data sources (such as BigQuery) can have a cost.
Do I need to write code to use the Looker Studio API with iTeam?
Not necessarily. iTeam's HTTP tool learns the endpoints of the Looker Studio API from its documentation, and the deployment team sets up credentials, permissions and the process. Your team validates the result.
Can I extract the data of a chart through the API?
Not directly. The agent queries the source that feeds the chart, which is more reliable.
