We have shared a power app with guest users of our Azure AD. These users are able to open the app but when they try to use a people picker in the app, they get the following error

Office365Users.SearchUserV2 failed: { "status": 403, "message': "Insufficient privileges to complete the operation.
Please let me know how we could resolve this.