Predictive Forecasting: Google Analytics + LinkedIn Ads
Can you trust your forecast for next month? askotter reads Google Analytics and LinkedIn Ads together and answers it for your business, by text.
How does predictive forecasting with Google Analytics and LinkedIn Ads work for a small business?
askotter reads Google Analytics and LinkedIn Ads 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 LinkedIn Ads
- Campaign performance, Audience demographics, Lead gen form data.
- Status
- LinkedIn Ads is on the integration roadmap, so the matching described here starts when that connector ships.
- Not for
- Replacing Google Analytics or LinkedIn Ads. 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 LinkedIn Ads 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 LinkedIn Ads records line up
Google Analytics and LinkedIn Ads both keep the UTM source, medium and campaign values from the visit, so activity lines up campaign by campaign even when no single person can be matched.
Shared between the two: the UTM campaign tags.
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 LinkedIn Ads it means spend and leads by week.
LinkedIn Ads is on the integration roadmap, so the matching described here starts when that connector ships.
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.
LinkedIn Ads on its own
LinkedIn sees clicks, lead-form submissions and the companies it reached. It never sees whether a lead became a deal.
Timing. LinkedIn reports conversions under its own windows, thirty days after a click and seven after a view by default.
Access. The LinkedIn Marketing API with read access to the ad account.
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 + LinkedIn Ads
Questions about Google Analytics + LinkedIn Ads
Do I need a developer to connect Google Analytics and LinkedIn Ads?
How is askotter's Predictive Forecasting different from what Google Analytics shows on its own?
Google Analytics + LinkedIn Ads 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.