🔍 Intro
Let’s say you want to plug into your analytics tool — Google Analytics 4, Adobe Analytics, or Matomo — and pull data through their API.
The naive approach?
“I’ll just call the API endpoint and get the data.”
❌ Not gonna happen.
➡️ No serious API gives you access without authentication.
You need to prove who you are — and what you’re allowed to do.
Let’s break down how authentication works for each major platform.
🟢 Google Analytics API (GA4 Data API or Reporting API v4)
Auth methods:
- OAuth2 (for user-driven flows)
- Service Account + JWT (for server-to-server / automation use cases)
Typical flow with a service account:
- Create a Google Cloud project
- Enable the Analytics Data API
- Create a Service Account
- Grant it access to your GA4 property as a Viewer
- Download the JSON key file
- Use a library like
google-auth
to generate a token
curl -X POST https://analyticsdata.googleapis.com/v1beta/properties/XXXXX:runReport \
-H "Authorization: Bearer ya29.a0AfH6SMXXXXX" \
-H "Content-Type: application/json" \
-d @body.json
📘 Official doc: https://developers.google.com/analytics/devguides/reporting/data/v1
🔵 Adobe Analytics API (via Adobe I/O)
Auth methods:
- OAuth 2.0 with JWT or Device Auth
- You’ll need:
client_id
,client_secret
,technical_account_id
,org_id
,private_key
JWT flow:
- Set up a project in the Adobe Developer Console
- Add the Analytics API to the project
- Configure access (product profiles, sandboxes, scopes)
- Locally generate a signed JWT using your private key
- Exchange it for an access token via Adobe IMS
curl -X POST https://ims-na1.adobelogin.com/ims/exchange/jwt \
-d "client_id=XXXX&client_secret=XXXX&jwt_token=XXXXX"
📘 Official doc: https://experienceleague.adobe.com/docs/analytics-apis/
🟣 Matomo
Auth method:
- One simple token:
token_auth
- Can be passed as:
‣ Query param
‣ POST body
‣ HTTP header
Example:
curl "https://matomo.yourdomain.com/index.php?module=API&method=VisitsSummary.get&idSite=1&period=day&date=today&format=JSON&token_auth=your_token"
📘 Official doc: https://developer.matomo.org/api-reference/reporting-api
🔐 Tips & Takeaways
Want to call an analytics API?
‣ First step: secure your auth setup
‣ Never hardcode your keys in public repos
‣ Handle token expiration properly (most expire within 1 hour)
Authentication isn’t a blocker.
👉 It’s the entry ticket to reliable, secure data access.
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