Predictive Forecasting: Google Ads + GitHub

Can you trust your forecast for next month? askotter reads Google Ads and GitHub together and answers it for your business, by text.

● Google Ads · LIVE + ● GitHub · LIVE Predictive Forecasting

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the short answer

How does predictive forecasting with Google Ads and GitHub work for a small business?

askotter reads Google Ads 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 Ads: Campaign performance, Keyword data and quality scores, Ad group and creative performance.
From GitHub: Commits and pull requests, Deployment events, Release tags.
Status: Both connect today.
Not for: Replacing Google Ads or GitHub. Both keep working exactly as they do now.

the problem

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 Ads 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 Google Ads management work.

matching the records

How Google Ads and GitHub records line up

Google Ads and GitHub share no customer or visit identifier. askotter puts them on one timeline instead, so a change in Google Ads clicks 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 Ads that means impression share and budget pacing. From GitHub it means the release calendar.

What each tool sees on its ownShow less

Google Ads on its own

Google Ads counts the conversions it can see through its own tag. It cannot tell a refunded sale from a kept one, or a junk lead from a good one.

Timing. Google Ads credits a conversion back to the date of the click, so yesterday's conversion count can still rise for days.

Access. The Google Ads API with read access to the account.

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

Why Your Google Ads Aren't Converting (And How to Fix It). Clicks without conversions is the most expensive problem in marketing.
Performance Max for Local Businesses: Where the Budget Goes. The campaign type that decides for you, and the reporting that follows.

Services that use these connections

Local SEO services Google Ads management Answer engine optimization Website design for small business Digital marketing pricing

Other analyses: Google Ads + GitHub

Revenue Attribution Customer Journey Mapping Anomaly Detection Root Cause Analysis Campaign Optimization Customer Retention Combined Reporting

questions

Questions about Google Ads + GitHub

Do I need a developer to connect Google Ads and GitHub?

No. Most accounts connect with a sign-in, and the rest take a file export.

How is askotter's Predictive Forecasting different from what Google Ads shows on its own?

Google Ads only sees its own numbers. askotter reads Google Ads and GitHub together and can answer the question: Can you trust your forecast for next month?

Connect Google Ads + 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.