Revenue Attribution: Shopify + POS Systems
Which marketing brings in paying customers? askotter reads Shopify and POS Systems together and answers it for your business, by text.
How does revenue attribution with Shopify and POS Systems work for a small business?
askotter reads Shopify and POS Systems 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 Shopify
- Orders and revenue, Product performance, Customer profiles and segments.
- From POS Systems
- Transaction data, Product-level sales, Customer identification.
- Status
- POS Systems is on the integration roadmap, so the matching described here starts when that connector ships.
- Not for
- Replacing Shopify or POS Systems. 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 Shopify and POS Systems 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 conversion rate optimization work.
How Shopify and POS Systems records line up
Shopify and POS Systems 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.
Both tools can hold a phone number. Numbers are normalised to one international format before matching, which catches customers who never gave an email.
Shared between the two: the customer email address and the phone number.
What revenue attribution uses from each
Revenue attribution needs a way to connect a touchpoint to a payment.
From Shopify that means order totals and the landing-page URL saved on each order. From POS Systems it means in-store sales tied to a receipt email or loyalty phone number.
POS Systems 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.
POS Systems on its own
A POS sees the sale at the counter. It only knows who bought when the customer gave a phone number or email for a receipt or loyalty account.
Timing. Many POS systems settle and export transactions in end-of-day batches.
Access. The POS vendor's API where one exists, or a daily export.
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.
- How to Get Recommended by ChatGPT. There is no submit form. There is a set of signals, and most of them are off your website.
Services that use these connections
Other analyses: Shopify + POS Systems
Questions about Shopify + POS Systems
Do I need a developer to connect Shopify and POS Systems?
How is askotter's Revenue Attribution different from what Shopify shows on its own?
Shopify + POS Systems 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.