Predictive Forecasting: Shopify + LinkedIn Ads
Can you trust your forecast for next month? askotter reads Shopify and LinkedIn Ads together and answers it for your business, by text.
How does predictive forecasting with Shopify and LinkedIn Ads work for a small business?
askotter reads Shopify 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 Shopify
- Orders and revenue, Product performance, Customer profiles and segments.
- 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 Shopify 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 Shopify 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 conversion rate optimization work.
How Shopify and LinkedIn Ads records line up
Shopify and LinkedIn Ads both store the customer's email address. askotter lowercases and trims it on both sides before matching, so the same person shows up as one customer across the two tools.
Shopify 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 customer email address and the UTM campaign tags.
What predictive forecasting uses from each
Predictive forecasting needs enough history to see the seasonal pattern.
From Shopify that means daily order counts by product and inventory levels. 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
Shopify on its own
Shopify sees the order and the landing page. It has no view of the ad impressions, emails or searches that came before that session.
Timing. Shopify writes each order the moment it is placed, including the landing page and referring site of the session that bought.
Access. Read-only access through the Shopify Admin API, approved from the store admin.
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
- Which Integrations Are Worth Connecting. An integration earns its place when it changes a decision. Most of them just move data from one screen you ignore to another.
- LinkedIn Ads and HubSpot Attribution: Why the Numbers Disagree. HubSpot and LinkedIn are both reporting honestly. They just count different events over different windows.
Services that use these connections
Other analyses: Shopify + LinkedIn Ads
Questions about Shopify + LinkedIn Ads
Do I need a developer to connect Shopify and LinkedIn Ads?
How is askotter's Predictive Forecasting different from what Shopify shows on its own?
Shopify + 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.