Kipferl / Food and beverage
Shopify as the sales truth, platform data as direction.
Kipferl needed reporting that could reconcile Shopify revenue with Meta and Google attribution while keeping restaurant awareness and organic social in their proper context.
- Industry
- Food and beverage
- Market
- United Kingdom
- Period
- 2025–2026
Analytics & tracking
Challenge / 01
What had to change.
The analytics approach used Shopify as the dependable sales source, GA4 for journey analysis and platform reporting as directional evidence for campaign optimisation.
Website and interface views / 02
Explore the pages at full scale.
Swipe between high-resolution views. Select any screen to inspect it more closely.
01 / 03
Delivery / 03
How the work was organised.
Scope
Measurement design / GA4, GTM and platform tracking / Decision dashboards / Shopify, GA4 and platform reconciliation / Seasonal trading dashboard
- 01
Define meaningful signals
Agree the events, conversions and commercial definitions that should drive reporting and optimisation.
- 02
Implement and test
Connect browser, server and advertising-platform signals, then test the full journey for gaps and duplication.
- 03
Turn data into decisions
Build a reporting rhythm that shows what changed, why it matters and what the team should do next.
Outcome / 04
What the system produced.
The reporting separated commerce, awareness and organic activity, giving the next budget decision a clearer basis without publishing confidential client figures.
- VerifiedCross-channel model
Google and Meta activity was reviewed together while retaining each channel’s role.
March 2026 - Shopify-ledSales source
Shopify remained the dependable source of truth for commerce outcomes.
March 2026 - DirectionalAttribution
Platform reporting informed optimisation without being presented as audited revenue.
March 2026
Delivered
- Event and conversion map
- Tracking implementation and QA
- Actionable analytics dashboard
- Shopify, GA4 and platform reconciliation
- Seasonal trading dashboard
- Attribution caveats and decision reporting
Evidence status
Verified against the March 2026 performance updates. Absolute sales, spend and platform-return figures remain confidential; Shopify remained the sales source of truth and platform attribution was treated as directional.