The Evolution of Marketing Mix Models: Regression-Based Attribution, Machine Learning, and a Culture of Experimentation

The Evolution of Marketing Mix Models: Regression-Based Attribution, Machine Learning, and a Culture of Experimentation

In the current marketing landscape, demonstrating the effectiveness of marketing initiatives poses significant challenges for professionals across the field. The Fall 2023 CMO Survey…

8-minute read
Planning for Success: Harnessing Predictive Analytics and Machine Learning for the 2024 Holiday Season

Planning for Success: Harnessing Predictive Analytics and Machine Learning for the 2024 Holiday Season

The holiday season is a make-or-break period for many brands, underscoring the need for a comprehensive, sophisticated, and adaptable digital marketing strategy. With advancements…

8-minute read
How Do I Get Session-Level Attribution in Google Analytics 4 BigQuery?

How Do I Get Session-Level Attribution in Google Analytics 4 BigQuery?

In the world of digital analytics, understanding user behavior across sessions is crucial for making informed business decisions. Google Analytics 4 (GA4) has revolutionized…

12-minute read
Exporting Your Google Analytics 4 (GA4) Data: GA4 Data API vs. Google BigQuery Comparison and Business Use Cases

Exporting Your Google Analytics 4 (GA4) Data: GA4 Data API vs. Google BigQuery Comparison and Business Use Cases

Businesses are transitioning from Universal Analytics to Google Analytics 4 (GA4), familiarizing themselves with its features. Clients have specific use cases for accessing data…

4-minute read
Unveiling the Secrets of the Google Analytics 4 BigQuery Schema: A Guide for Marketers

Unveiling the Secrets of the Google Analytics 4 BigQuery Schema: A Guide for Marketers

Understanding how your users interact with your app or website is crucial for any marketer. Google Analytics 4 (GA4) offers a powerful tool for…

8-minute read
How to Integrate Google Analytics 4 with BigQuery for Enhanced Data Analysis and Reporting

How to Integrate Google Analytics 4 with BigQuery for Enhanced Data Analysis and Reporting

Has your business found that its reporting needs require advanced analysis of your analytics data beyond what is practical in the Google Analytics 4…

4-minute read
Advanced Analysis Techniques in Google Analytics 4: How to Use AI-Powered Insights and Predictive Analytics for Effective Marketing

Advanced Analysis Techniques in Google Analytics 4: How to Use AI-Powered Insights and Predictive Analytics for Effective Marketing

AI-powered insights and predictive analytics are revolutionary tools reshaping the modern marketing landscape. These advanced analytics techniques, particularly prominent in Google Analytics 4 (GA4),…

8-minute read
How Does BigQuery Data Import for Google Analytics 4 Differ from Universal Analytics?

How Does BigQuery Data Import for Google Analytics 4 Differ from Universal Analytics?

All Google Analytics 4 (GA4) property owners can now enable ‌data export to BigQuery and start to utilize the raw event data collected on…

2-minute read
Harnessing AI & Predictive Analytics for the 2023 Holiday Season

Harnessing AI & Predictive Analytics for the 2023 Holiday Season

Advancements in AI in 2023 have made it possible for brands to unlock many benefits, from greater efficiencies to deeper insights to media optimization….

7-minute read
Custom Bidding: Weighted Floodlight Conversion in DV360 and Its Benefits

Custom Bidding: Weighted Floodlight Conversion in DV360 and Its Benefits

Author’s Note It has been some time that I have worked on the Display & Video 360 (DV360) platform and its functionalities. The product…

5-minute read
Analyze Your Campaign Performance in Google Cloud Platform with BigQuery Data Transfer Services for Campaign Manager

Analyze Your Campaign Performance in Google Cloud Platform with BigQuery Data Transfer Services for Campaign Manager

Executive Summary With the advancement of technology and tools that we use for data tracking and measurement, we are highly empowered to perform advanced…

9-minute read
Google BigQuery Pricing Changes: What You Need to Know

Google BigQuery Pricing Changes: What You Need to Know

Google has recently announced some changes to its BigQuery pricing model that will impact how businesses and individuals use the platform. While storage pricing…

3-minute read

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