Notes from the attribution trenches.

Quick reads on tagging, measurement, and growth ops from the Y77 team.

How to Check If Your GTM Tags Are Actually Firing
GTM tags not firing9 min read

How to Check If Your GTM Tags Are Actually Firing

Learn how to check if GTM tags are firing with preview mode, trigger logic, and browser requests; 4 common failures are container, trigger, consent, or destination.

Aravind SundarAravind Sundar

GA4 Says (Not Set) for Traffic Source — What It Means and How to Fix It
GA4 not set fix9 min read

GA4 Says (Not Set) for Traffic Source — What It Means and How to Fix It

GA4 traffic source not set usually means attribution broke upstream; fix redirects, tags, and consent to recover source data.

Aravind SundarAravind Sundar

How to Track Phone Calls as Conversions in Google Ads
Phone call conversions Google Ads10 min read

How to Track Phone Calls as Conversions in Google Ads

Google Ads call tracking works best when you separate real calls from taps; offline conversions can lift bidding on qualified leads.

Aravind SundarAravind Sundar

GA4 vs Google Tag Manager: What Each Tool Does and Why It Matters
GA4 and GTM difference9 min read

GA4 vs Google Tag Manager: What Each Tool Does and Why It Matters

GA4 vs Google Tag Manager: GA4 reports events, GTM deploys tags; using both can speed tracking updates and reduce code edits.

Aravind SundarAravind Sundar

How to Set Up GA4 on Shopify Without Double Counting
Shopify GA4 setup9 min read

How to Set Up GA4 on Shopify Without Double Counting

GA4 Shopify setup: stop double counting and trust revenue. One clean implementation can prevent duplicate purchases and protect conversion data.

Aravind SundarAravind Sundar

Attribution for B2B SaaS: How to Measure Pipeline When Sales Cycles Take 90+ Days
pipeline attribution B2B11 min read

Attribution for B2B SaaS: How to Measure Pipeline When Sales Cycles Take 90+ Days

Long sales cycle attribution for B2B SaaS: use stage-based multi-touch to measure marketing pipeline and shorten 90+ day cycles by 10-15 days.

Aravind SundarAravind Sundar

Target CPA vs Target ROAS: Which Bid Strategy Actually Fits Your Funnel Stage
Google Ads bid strategy10 min read

Target CPA vs Target ROAS: Which Bid Strategy Actually Fits Your Funnel Stage

This article compares target CPA vs target ROAS in Google Ads bid strategies, highlighting that target CPA is often better for early-stage funnels due to data limitations.

Aravind SundarAravind Sundar

How to Set Up Google Ads Enhanced Conversions When Your CRM Data Is Messy
enhanced conversions CRM data11 min read

How to Set Up Google Ads Enhanced Conversions When Your CRM Data Is Messy

This guide details how to set up Google Ads enhanced conversions with messy CRM data, emphasizing that even incomplete data can yield useful insights.

Aravind SundarAravind Sundar

Google Ads Agency vs In-House Team: The Real Cost Comparison for 2026
Google Ads agency cost11 min read

Google Ads Agency vs In-House Team: The Real Cost Comparison for 2026

In 2026, choosing between a Google Ads agency and an in-house team hinges on complexity and spend, with agency costs ranging from $2,000 to $25,000 monthly.

Aravind SundarAravind Sundar

How to Audit Your Google Tag Manager Container and Fix Tracking Leaks
GTM audit10 min read

How to Audit Your Google Tag Manager Container and Fix Tracking Leaks

A Google Tag Manager audit helps identify tracking issues and fix leaks, ensuring accurate conversion tracking; quarterly reviews can enhance data reliability.

Aravind SundarAravind Sundar

TikTok Ads for App User Acquisition: What Actually Works in 2026
TikTok app user acquisition 202610 min read

TikTok Ads for App User Acquisition: What Actually Works in 2026

TikTok ads for app user acquisition in 2026 thrive on clear, engaging creative that quickly demonstrates value, improving retention rates significantly.

Aravind SundarAravind Sundar

How to Set Up Mobile Measurement Partners the Right Way Before You Scale UA
MMP integration guide11 min read

How to Set Up Mobile Measurement Partners the Right Way Before You Scale UA

Setting up a mobile measurement partner (MMP) correctly is crucial for accurate user acquisition tracking; 70% of teams face measurement issues when scaling.

Aravind SundarAravind Sundar

How to Reduce Mobile App Churn With Smarter Retargeting Campaigns
retargeting campaigns10 min read

How to Reduce Mobile App Churn With Smarter Retargeting Campaigns

Smarter retargeting campaigns can significantly reduce mobile app churn by tailoring messages to user behavior, improving retention rates by up to 30%.

Aravind SundarAravind Sundar

Apple Search Ads vs Google UAC: Which Drives Better Install Quality in 2026
best app install platform 202610 min read

Apple Search Ads vs Google UAC: Which Drives Better Install Quality in 2026

In 2026, Apple Search Ads outperforms Google UAC in user retention, with Day 1 rates at 35-45% versus 25-35%, making it the best app install platform for quality.

Aravind SundarAravind Sundar

How to Use AI-Generated Headlines in Google Ads Without Losing Brand Control
AI Google Ads headlines10 min read

How to Use AI-Generated Headlines in Google Ads Without Losing Brand Control

Using AI-generated headlines in Google Ads can boost leads by 24% while maintaining brand voice through structured guidelines and oversight.

Aravind SundarAravind Sundar

How to Audit a Performance Max Campaign That Is Spending But Not Converting
PMax not converting10 min read

How to Audit a Performance Max Campaign That Is Spending But Not Converting

A Performance Max audit is crucial when PMax is spending but not converting; 30-50 meaningful conversions monthly are needed for effective optimization.

Aravind SundarAravind Sundar

GA4 Explorations Tutorial: Step-by-Step Guide to Finding Hidden Data (2026)
Google Analytics 4 explorations11 min read

GA4 Explorations Tutorial: Step-by-Step Guide to Finding Hidden Data (2026)

GA4 explorations enhance Google Analytics 4 insights by uncovering hidden data, enabling deeper analysis that can improve data accuracy by up to 60%.

Aravind SundarAravind Sundar

How to Write Google Ads Copy That Actually Gets Clicked in 2026
Google Ads copywriting11 min read

How to Write Google Ads Copy That Actually Gets Clicked in 2026

Google Ads copy earns clicks with specific, proof-backed messaging: 2026 data shows a 3.52% average Search CTR, with six copywriting strategies and real before/after examples that lifted CTR 19-34%.

Aravind SundarAravind Sundar