Google Tag Manager Expert Services

SaaS Product Metrics in BigQuery

Complete SaaS revenue and product metrics built in BigQuery

Build SaaS product and revenue metrics in BigQuery. Calculate MRR, ARR, churn rate, expansion revenue, and customer health scores with SQL on your subscription data.

200+
GTM Containers Audited
98%
Tracking Accuracy Rate
40+
Platforms Integrated
5★
Average Client Rating
SaaS companies need a set of metrics that subscription platforms like Stripe don't surface out of the box: net revenue retention, expansion rate by cohort, churn prediction signals, and product engagement health scores. We build the SQL layer in BigQuery that calculates your complete SaaS metric stack from subscription and product event data — the foundation for accurate board reporting, growth analysis, and early churn detection.

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.

MRR and ARR calculation queries

Churn rate and net revenue retention (NRR) SQL

Expansion and contraction MRR tracking

Customer health score queries from product events

Cohort-based SaaS metric analysis

Stripe or Chargebee → BigQuery pipeline

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 SaaS Product Metrics in BigQuery?

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

Frequently Asked Questions

Yes — with a Stripe → BigQuery pipeline, we build MRR calculation queries that handle upgrades, downgrades, refunds, and prorations correctly.
NRR measures how much revenue is retained from existing customers including expansion. The query takes a starting MRR cohort and tracks their combined MRR (including upgrades/downgrades) over subsequent periods.
Yes — product engagement features (login frequency, feature usage, support ticket volume) in BigQuery can train simple ML models or feed rule-based health scores that predict churn risk.
Logo churn counts churned customers as a percentage of total customers. Revenue churn measures churned MRR as a percentage of total MRR. Revenue churn is more important for growth stage SaaS.
Yes — once BigQuery SaaS metric queries are built, they connect directly to Looker Studio as a data source for a real-time (or daily-refresh) executive dashboard.

SaaS Product Metrics 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