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I am setting the Identity ID through the SDK code. How can I view it on the Dashboard?

You can utilize Branch's Live Feature to see data flow to Branch Servers via the SDK to verify the recording of particular App Install/Open and see the corresponding attribution for your identity id as well.

Furthermore, you can also export the data using the Daily Exports API and check for the developer's identity column there.

Access

Access to the Daily Exports API is included in our Engagement and Performance products.