Google Tag Manager Expert Services

Customer Lifetime Value Analysis in BigQuery

SQL-based customer LTV modelling and segmentation in BigQuery

Build customer lifetime value models in BigQuery. Analyse historical purchase data to predict CLV, segment customers by value, and optimise acquisition spending.

200+
GTM Containers Audited
98%
Tracking Accuracy Rate
40+
Platforms Integrated
5★
Average Client Rating
Customer Lifetime Value (CLV/LTV) is the most important metric for sustainable ecommerce growth — it determines how much you can profitably spend to acquire a customer. We build CLV models in BigQuery: historical LTV by acquisition channel, cohort-based retention analysis, predictive LTV estimation using purchase frequency and average order value, and customer value tier segmentation. This gives you a defensible number to set CAC targets by channel.

Ready to Get Your Tracking Set Up Properly?

What's Included in This Service

Everything you need for accurate, reliable tracking — delivered end-to-end.

Historical CLV calculation by cohort and channel

Repeat purchase rate and order frequency analysis

Predictive CLV model (probabilistic or regression-based)

Customer value tier segmentation query

CLV by acquisition source/channel

Payback period analysis by channel

How We Work

Our proven 4-step process delivers results every time.

01

Discovery & Audit

We review your existing tracking setup, identify gaps and issues, and define the exact scope of work needed.

02

Implementation Plan

We design the data layer schema, tag architecture, and consent configuration before touching anything.

03

Build & QA

All tags, triggers, and variables are built in a GTM workspace and verified in Preview mode before publishing.

04

Verify & Handover

Test conversions, GA4 DebugView confirmation, and full documentation handed to your team.

Why Choose Adslytics?

Google Tag Manager Experts Only

Our GTM experts focus exclusively on GTM, GA4, and conversion tracking — not generalist digital marketing.

Data-Verified Results

Every implementation is cross-referenced against backend data — not just assumed to be working.

Full Documentation

You receive a complete implementation specification — not a black box you are dependent on us to maintain.

Fast Turnaround

Most setups and audits are delivered within 2–5 business days, not weeks.

What Our Clients Say

Real results from real businesses.

"Adslytics did a great job with our GA4 analysis and report. They were able to put complex analytics data into a very understandable document for our client. Highly recommend!"

Eric H.

Digital Agency Owner

"The team was quick with responses, very knowledgeable about issues, and helpful throughout the process. I appreciated their work habits and would hire Adslytics again."

Nick T.

Marketing Manager

"Adslytics is a very professional agency that managed our project successfully. They delivered exactly what was promised and I will definitely hire them again in the future!"

Hady M.

E-commerce Business Owner

Ready to Get Started with Customer Lifetime Value Analysis in BigQuery?

Get accurate conversion tracking that powers smarter ad decisions. Book a free 30-minute consultation.

Frequently Asked Questions

Your order history with customer identifiers, timestamps, and order values. This typically comes from your Shopify/WooCommerce data in BigQuery, enriched with GA4 acquisition source data.
Predictive CLV models use purchase frequency and average order value to estimate future revenue. Simple models use BG/NBD probability distributions; we can implement these in BigQuery SQL.
If customers acquired via Google Ads have a 12-month CLV of $350, you can afford a much higher CPA than if you're optimising toward first-order value alone. We build queries that show CLV by acquisition channel.
Yes — by identifying the point at which customers typically churn, you can trigger retention marketing at the right moment. BigQuery cohort analysis reveals these inflection points.
Monthly or quarterly is typical. We set up scheduled queries that refresh LTV figures automatically, so your strategy is always based on recent data.

Customer Lifetime Value Analysis in BigQuery — Done Right, First Time.

Stop losing revenue to broken tracking. Get it fixed today.

Talk to Us, It's Free

We are always willing to help. Let us know what you are looking for, and we will develop a unique solution for you.

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Business Hours

Our support Hotline is available 24 Hours

Toll Free

+1 (818) 245-8385