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GA4 Bigquery

GA4 (not set) Landing Pages Show 0 Entrances in BigQuery

In GA4 BigQuery export data table the ‘entrances’ calculated for (not set) landing pages are usually zero. It is because,

3 min read
GA4 Bigquery

Google Analytics 4 Landing Page Dimension in BigQuery.

Here is the correct logic for calculating the Google Analytics 4 ‘Landing Page’ dimension in BigQuery, which also takes (not

3 min read
Voice AI

Building post-call data extraction variables in Retell AI

This article explains how to build reliable post-call data extraction for voice AI agents.  By the end, you'

8 min read
Voice AI

Building a Retell AI Multilingual Voice Agent

A multilingual voice agent can understand and reply in more than one language during a single call.  The multilingual voice

5 min read
GA4 Bigquery

Google Analytics 4 Exit Page Report in BigQuery

Use the following SQL (automatically generated via a text prompt in ChatGPT) to create a Google Analytics 4 Exit Page

2 min read
GA4 Bigquery

Google Analytics 4 Landing Page Report in BigQuery

Use the following SQL (automatically generated via a text prompt in ChatGPT) to create a Google Analytics 4 landing page

3 min read
GA4 Bigquery

Google Analytics 4 Scroll Tracking Report in BigQuery

Follow the steps below to create a Google Analytics Scroll Tracking Report in BigQuery: Step-1: By default, GA4 tracks

3 min read
Voice AI

Understanding Environment Tags in Retell AI

What are Environment Tags in Retell AI? An environment tag is a named pointer that you attach to a version

7 min read
Voice AI

Understanding Versioning in Retell AI

Versioning lets you update a voice agent while keeping other versions unchanged. This means you can keep improving an agent

7 min read
Voice AI

Fix something you don't understand = add complexity you understand even less

Many AI content developers will tell you that you don't really need to know n8n anymore. Just use

3 min read
Voice AI

Your automation workflows are guaranteed to fail under production load without this.

The biggest mistake companies make in AI workflow development is trying to automate 100% of their processes, and that too

3 min read
GA4

Use the Data Manager API instead of the Measurement Protocol

Google has moved the Measurement Protocol into maintenance mode. No new features are planned for it. If you send server-

3 min read
Voice AI

Overflow and After-Hours Voice AI Receptionist

For Voice AI solutions, a well-established business with high call volume is an ideal client. But one big problem

6 min read
GA4 Bigquery

Stop Chasing GA4 Backfills in BigQuery.

I want you to know that no solution (custom or third-party) can recover or reconstruct the full, row-by-

2 min read
GA4

The best platform for GTM Server Side Tagging

Over the past few years, I’ve tested both native GCP (Google Cloud Platform) setups and third‑party “easy” platforms

4 min read
GA4

How to Mix GA4 Dimensions & Metrics of Different Scopes?

When you conduct a downward analysis, mixing dimensions and metrics of different scopes is not problematic in GA4 reports. It

2 min read
GA4

Data deletion requests in Google Analytics 4 (GA4)

When you schedule data deletion in GA4 (via Admin > Data Collection and modification > Data deletion requests), Google give

2 min read
GA4

Google Analytics 4 Data Delays Guidelines

Should you wait for 24 hrs, 3 days, 7 days or 12 days before analysing and reporting on your GA4

3 min read
GA4

Advertising Reports in Google Analytics 4

The Advertising Reports section of the GA4 property is getting a major revamp: You can see now there is a

3 min read
GA4

'Days to key events' metric in Google Analytics 4

The 'Days to key events' metric in the GA4 Attribution Paths report is not what you think. This

3 min read
GA4

The Best Reporting Identity for Google Analytics 4

When your GA4 property uses a reporting identity setting other than "Blended", it can underreport conversions, transactions, and

4 min read
GA4 Bigquery

How to Calculate GA4 Engaged Users in BigQuery

By default, GA4 counts users as engaged if they have generated one or more engaged sessions. An engaged session in

4 min read
GA4

Google Analytics 4 often report inflated conversion counts by default

The default Key Event counting method used by GA4 properties makes your conversion tracking setup inaccurate by default. The majority

3 min read
GA4 Bigquery

How To Correctly Calculate GA4 Active Users in BigQuery

You can calculate 'Active Users' in GA4 BigQuery by counting the number of unique users who triggered at

6 min read
GA4

Retargeting Audiences in GA4 For Ecommerce Websites

Google recently launched two new audience templates in GA4 that directly target your best customers and revenue leakage.  These two

3 min read
GA4

Don't Configure Google Tag via GTM, Google Ads and GA4

You should not configure Google Tag’s settings simultaneously via GTM, Google Ads, and GA4. The Google documentation regarding this

2 min read
GA4 Bigquery

Stop Splitting GA4 Tables in BigQuery Keep Them Nested

You should not be splitting nested event tables of GA4 BigQuery into separate tables (like sessions, transactions and users) just

6 min read
GA4 Bigquery

How to track GA4 BigQuery Schema Change

Follow the steps below to check for any change in the GA4 BigQuery schema: Step-1: Make sure you have

3 min read
Voice AI

Reducing Voice Agent Latency by Testing Different TTS Engines

If, for whatever reason, you can not reduce the token size of your voice agent prompt but still want to

4 min read
Voice AI

Zero-Width Characters in Voice Agent Prompts

Check your voice agent prompt for zero width character immediately after creating the first draft of the prompt. What are

7 min read
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