The solution, Google Analytics custom campaigns (https://support.google.com/analytics/answer/1033863?hl=en&ref_topic=1032998). Using it, we populated the links to our landing pages with utm_source, utm_medium and utm_campaign
utm_source
We added the ESP descriptor here - i.e aws, mailgun, mailjet
utm_medium
populated with 'email'
utm_campaign
We added the campaign name / ID here i.e product code, newsletter type
And optionally from time-to-time we add a value to utm_content, which can contain a variation of the same campaign name / ID.
The resulting landing page URL became:
http://yourdomain.com/landingpage.html?utm_source=aws&utm_medium=email&utm_campaign=newsletterX
In Google Analytics, we were now able to see under our Goal conversion dashboard (Conversions->Goals->Overview) a filter of our source/medium namely - aws/email, <other sources>/email which answered the question above - how many converted from which ESP?.
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