Combined Reporting: GitHub + Mailchimp
How do you get one set of numbers you can trust? askotter reads GitHub and Mailchimp together and answers it for your business, by text.
How does combined reporting with GitHub and Mailchimp work for a small business?
askotter reads GitHub and Mailchimp side by side so it can combine your accounts into one clean report you can ask questions of. One report covering every connected account, cleaned up and answerable by text.
Read the full answerShow less
The owner asks follow-up questions by text.
- From GitHub
- Commits and pull requests, Deployment events, Release tags.
- From Mailchimp
- Campaign performance, Audience segments, Automation workflows.
- Status
- Mailchimp is on the integration roadmap, so the matching described here starts when that connector ships.
- Not for
- Replacing GitHub or Mailchimp. Both keep working exactly as they do now.
How do you get one set of numbers you can trust?
GA4 says one thing, Stripe says another, and your booking system disagrees with both. Matching them by hand takes hours, and the answer is still fuzzy.
How askotter handles it
askotter reads GitHub and Mailchimp side by side, so it can combine your accounts into one clean report you can ask questions of.
A person checks the result before it reaches you. This is part of our website design for small business work.
How GitHub and Mailchimp records line up
GitHub and Mailchimp share no customer or visit identifier. askotter puts them on one timeline instead, so a change in GitHub deployments can be read against what Mailchimp recorded in the same hours.
What combined reporting uses from each
Combined reporting needs a shared identifier or a shared time grain.
From GitHub that means deploy timestamps. From Mailchimp it means subscriber emails.
Mailchimp is on the integration roadmap, so the matching described here starts when that connector ships.
What each tool sees on its ownShow less
GitHub on its own
GitHub knows what code changed and when. It cannot tell you whether that change cost you leads or sales.
Timing. GitHub timestamps every commit, merge and deployment to the second.
Access. A GitHub App or token with read access to the repositories you choose.
Mailchimp on its own
Mailchimp sees who received and clicked. It cannot see what the reader did after landing on the site.
Timing. Mailchimp reports opens and clicks per campaign. Apple Mail Privacy Protection inflates opens, so clicks are the steadier signal.
Access. The Mailchimp Marketing API with an OAuth connection.
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- How to Get Recommended by ChatGPT. There is no submit form. There is a set of signals, and most of them are off your website.
Services that use these connections
Other analyses: GitHub + Mailchimp
Questions about GitHub + Mailchimp
Do I need a developer to connect GitHub and Mailchimp?
How is askotter's Combined Reporting different from what GitHub shows on its own?
GitHub + Mailchimp is coming soon
Talk to us about your timeline, and we will confirm the launch date before you commit.
Self-managed is $99/mo and scales with the compute you use. Our team runs it from $600/mo.