Revenue Attribution: Google Analytics + GitHub
Which marketing brings in paying customers? askotter reads Google Analytics and GitHub together and answers it for your business, by text.
How does revenue attribution with Google Analytics and GitHub work for a small business?
askotter reads Google Analytics and GitHub side by side so it can trace each payment back to the marketing that earned it. One count of where paying customers came from, built from the path each one took.
Read the full answerShow less
A person reviews every suggestion before it changes your budget. The owner asks follow-up questions by text.
- From Google Analytics
- Sessions and pageviews, User demographics and geography, Traffic source and medium.
- From GitHub
- Commits and pull requests, Deployment events, Release tags.
- Status
- Both connect today.
- Not for
- Replacing Google Analytics or GitHub. Both keep working exactly as they do now.
Which marketing brings in paying customers?
Every ad platform takes credit for the same customer. Google, Meta and your email tool can each claim one booking, and they cannot all be right. You need one count you can trust.
How askotter handles it
askotter reads Google Analytics and GitHub side by side, so it can trace each payment back to the marketing that earned it.
A person checks the result before it reaches you. This is part of our GA4 setup work.
How Google Analytics and GitHub records line up
Google Analytics and GitHub share no customer or visit identifier. askotter puts them on one timeline instead, so a change in GA4 sessions can be read against what GitHub recorded in the same hours.
What revenue attribution uses from each
Revenue attribution needs a way to connect a touchpoint to a payment.
From Google Analytics that means purchase events with their transaction ID and session source. From GitHub it means release dates for changes to checkout or booking flows.
These two tools hold no shared customer identifier, so per-customer answers need a third connected tool that each side can match, such as GA4 or your CRM. Daily totals work with these two alone.
What each tool sees on its ownShow less
Google Analytics on its own
GA4 sees what people do on the site. It does not see refunds, repeat purchases made offline, or the deal a lead turned into later.
Timing. GA4 collects events in near real time, and Google says standard reports can take 24 to 48 hours to finish processing.
Access. The GA4 Data API with read access to the property.
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.
Related guides
- How to Track AI Traffic in Google Analytics. It is already in your analytics. It is just filed under Referral with everything else.
- SEO Forecasting: What the Models Get Wrong. Every SEO forecast is a chain of estimates multiplied together. Understanding which link is weakest tells you how much to trust the number.
Services that use these connections
Other analyses: Google Analytics + GitHub
Questions about Google Analytics + GitHub
Do I need a developer to connect Google Analytics and GitHub?
How is askotter's Revenue Attribution different from what Google Analytics shows on its own?
Connect Google Analytics + GitHub. Five minutes.
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