← All work

NVA Pet Resorts / 2021

From fragmented tracking to customer economics.

A shared data foundation for a portfolio of more than 60 pet-care brands.

Data systemsGoogle Analytics · Google Tag Manager · Custom APIs · Data warehousing
1,000+ → 3tracking containers

60+ brands · Hundreds of POS locations

The business question

Which customers come back, and what are they worth?

01 / The challenge

Start with the decision.

NVA’s digital measurement reflected the complexity of its portfolio: more than 1,000 separate Google Tag Manager containers across more than 60 brands. Digital behavior was only one part of the picture; customer and payment records also lived across hundreds of physical locations.

02 / What I built

Connect the pieces.

I consolidated the tracking into three dynamic containers with unified Google Analytics properties. Then I built custom APIs to bring CRM and point-of-sale data into a central warehouse. With those records connected, I built lifetime value and retention models by product, store, and month.

Digital + CRM + POSShared data warehouseCLTV & retention

03 / What changed

A more useful answer.

The business gained a consistent view of digital performance and its first cohorted customer lifetime value and retention models. Measurement and physical transaction data could now support the same customer economics questions.

For a business with physical locations, better web reporting is a starting point. The useful question is what happens after the visit: who purchases, who returns, and how customer value changes across locations and products.

Next engagement / Jdate / ChristianMingle

The economics behind a subscription business.

A question is a good place to start

What’s not working?

Let’s work on it

The numbers, the process, or the system behind them. Tell me where you’re stuck.