Predictive Forecasting: Google Analytics + GitHub
Can you trust your forecast for next month? askotter reads Google Analytics and GitHub together and answers it for your business, by text.
How does predictive forecasting with Google Analytics and GitHub work for a small business?
askotter reads Google Analytics and GitHub side by side so it can forecast with live numbers from every connected account. Forecasts that update as your numbers change, with a likely range attached.
Read the full answerShow less
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.
Can you trust your forecast for next month?
Most small business forecasts are last year's numbers in a spreadsheet. They miss that your ad spend doubled this quarter or that the busy season started early.
How askotter handles it
askotter reads Google Analytics and GitHub side by side, so it can forecast with live numbers from every connected account.
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 predictive forecasting uses from each
Predictive forecasting needs enough history to see the seasonal pattern.
From Google Analytics that means daily sessions by channel. From GitHub it means the release calendar.
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 Predictive Forecasting different from what Google Analytics shows on its own?
Connect Google Analytics + GitHub. Five minutes.
Plans are on the digital marketing pricing page.
Self-managed is $99/mo and scales with the compute you use. Our team runs it from $600/mo.