Revenue Attribution: Shopify + Google Ads
Which touchpoints drive revenue?
The problem
Every platform takes credit for the sale. Meta, Google, and your email tool each claim the same conversion, and they can't all be right. You need one source of truth.
Shopify tracks orders and revenue, product performance, customer profiles and segments. Google Ads tracks campaign performance, keyword data and quality scores, ad group and creative performance. Neither sees the other. That blind spot costs you money every day.
How askotter fixes this
askotter pulls Shopify and Google Ads into one data lake. With both data sets unified, it can trace every dollar back to the touchpoint that earned it. Self-healing agents adapt as your data shifts, so the analysis stays accurate without manual tuning.
Real attribution across every channel, built from the path each buyer took. Every recommendation reviewed by your team before it becomes a budget decision.
What feeds revenue attribution
What happens when they're connected
Each tool answers its own questions. In one lake, askotter can also answer the questions that span both. Train these agents like your best employee and they become tireless assistants that scale your team's knowledge to everyone.
Traces every Shopify sale back through the full customer journey
Catches revenue drops, AOV shifts, and conversion changes as they happen
Shows where Google Ads fits in the real customer journey
Before and after
| Capability | Without askotter | With askotter |
|---|---|---|
| Revenue Attribution | Manual, delayed | Automatic, real-time |
| Cross-platform data | Copy-paste between tabs | One data lake |
| Change detection | Weekly report | Minutes |
| Next steps | Figure it out yourself | Ranked actions, human-approved |
| Querying | SQL or export to CSV | Ask in plain English |
| Team knowledge | Tribal knowledge, lost in Slack | Saved notes, shared across teams |
Revenue Attribution in action
Ask your data lake anything. Save what matters.
Other analyses: Shopify + Google Ads
Revenue Attribution with other tools
All Integrations
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Connect Shopify + Google Ads. Five minutes.
Connect or import and the data starts flowing. Your team reviews every recommendation. No engineering needed.
Self-managed is $99/mo and scales with the compute you use. Our team runs it from $600/mo.