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Customer Data Platform13 min read

Marketing Truth vs Marketing Claims: Your ROAS Is Not Your ROAS

Navigating the causes and solutions for conflicting ROAS data across key marketing platforms

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Ranjeet Ranjan

Aug 15, 2026

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Customer Data Platform6 min read

Select Marketing Attribution Software for Accurate ROAS Tracking

A guide to evaluating marketing attribution software for precise return on ad spend measurement.

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UnknownAug 15, 2026
Audience Segmentation in Marketing: Boost Activation Campaign Performance
Journey Orchestration5 min read

Audience Segmentation in Marketing: Boost Activation Campaign Performance

How targeted audience segmentation drives activation success in marketing campaigns

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Ranjeet RanjanAug 11, 2026
Marketing Influence Duration: Apply the Marketing Influence Half-Life™ for Smarter Attribution
Marketing Attribution6 min read

Marketing Influence Duration: Apply the Marketing Influence Half-Life™ for Smarter Attribution

Applying time-based decay models for more accurate marketing attribution and optimized campaign budgets.

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Ranjeet RanjanAug 11, 2026
When Attribution, MMM, and Incrementality Disagree: Which Marketing Number Should You Trust?
Marketing Attribution5 min read

When Attribution, MMM, and Incrementality Disagree: Which Marketing Number Should You Trust?

Navigating conflicting marketing metrics from attribution, MMM, and incrementality testing

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Ranjeet RanjanAug 11, 2026
Attribution vs Marketing Mix Modeling vs Incrementality: Choosing the Right Marketing Measurement
Customer Data Platform7 min read

Attribution vs Marketing Mix Modeling vs Incrementality: Choosing the Right Marketing Measurement

Which Measurement Strategy Fits Your Marketing Mix?

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Ranjeet RanjanAug 7, 2026
First-Party Data Strategy6 min read

Server-Side Tracking vs Pixel Tracking: Boost CAC Accuracy & Attribution

Improving customer acquisition cost accuracy through advanced tracking technologies

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Ranjeet RanjanAug 5, 2026
Understanding Attribution Windows: 1-Day, 7-Day, and 28-Day Explained
Marketing Attribution5 min read

Understanding Attribution Windows: 1-Day, 7-Day, and 28-Day Explained

A guide to selecting the right attribution window for accurate marketing measurement

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Ranjeet RanjanAug 4, 2026
Shopify Customer Acquisition Cost by Cohort: Improve Marketing Spend with Cohort Analysis
Customer Data Platform8 min read

Shopify Customer Acquisition Cost by Cohort: Improve Marketing Spend with Cohort Analysis

How deeper cohort analysis drives smarter marketing spend for Shopify stores

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Ranjeet RanjanAug 4, 2026
Shopify Data Unification 2026: Unified Analytics & Privacy-First Marketing
Customer Data Platform6 min read

Shopify Data Unification 2026: Unified Analytics & Privacy-First Marketing

A comprehensive approach to unify Shopify customer data amid evolving privacy and analytics challenges in 2026.

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Ranjeet RanjanAug 3, 2026
Marketing Data Quality Framework: Boost ROI & Attribution Accuracy
Marketing Attribution6 min read

Marketing Data Quality Framework: Boost ROI & Attribution Accuracy

How poor marketing data quality undermines campaign ROI, attribution accuracy, and budget decisions — and how to fix it.

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Ranjeet RanjanJul 31, 2026
Customer Identity Glossary: Essential Terms for Marketing Success
Identity Resolution5 min read

Customer Identity Glossary: Essential Terms for Marketing Success

Key Terms Every Marketer Should Know to Navigate Customer Identity Challenges

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UnknownJul 31, 2026
Common Conversions API Mistakes That Undermine Marketing Attribution Accuracy
Customer Data Platform6 min read

Common Conversions API Mistakes That Undermine Marketing Attribution Accuracy

Avoid common errors in Conversions API to ensure accurate marketing attribution and data integrity.

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Ranjeet RanjanJul 31, 2026
Shopify Marketing Attribution for Returning Customers | Multi-Purchase Credit Guide
Marketing Attribution5 min read

Shopify Marketing Attribution for Returning Customers | Multi-Purchase Credit Guide

How to accurately credit multiple purchases by returning customers on Shopify with multi-touch attribution and AI.

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Ranjeet RanjanJul 30, 2026
Shopify Attribution for Discounts | Tracking Coupons & Influencer Codes
Marketing Attribution7 min read

Shopify Attribution for Discounts | Tracking Coupons & Influencer Codes

Comprehensive Guide to Shopify Attribution for Discounts, Coupons, and Influencer Codes

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Ranjeet RanjanJul 29, 2026
AI-Powered Marketing Intelligence Platform Architecture: Key Components & Implementation
Customer Data Platform6 min read

AI-Powered Marketing Intelligence Platform Architecture: Key Components & Implementation

Understanding the architecture of AI-driven marketing intelligence platforms to unify data and optimize campaign outcomes.

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Ranjeet RanjanJul 27, 2026
Shopify Marketing Attribution: Accurate Measurement for Meta, Google Ads & Email
Customer Data Platform6 min read

Shopify Marketing Attribution: Accurate Measurement for Meta, Google Ads & Email

How to measure and optimize Shopify marketing channel performance with precise attribution.

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Ranjeet RanjanJul 25, 2026
Attribution Buyer's Guide: Choosing the Right Marketing Attribution Software
Marketing Attribution5 min read

Attribution Buyer's Guide: Choosing the Right Marketing Attribution Software

Navigate marketing attribution challenges and select the best software to optimize your campaign ROI.

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Ranjeet RanjanJul 24, 2026
The Duplicate Revenue Problem: Why Meta, Google, GA4, and Shopify Don’t Match
Customer Data Platform5 min read

The Duplicate Revenue Problem: Why Meta, Google, GA4, and Shopify Don’t Match

Understanding and resolving conflicting revenue in ecommerce platforms to improve marketing accuracy.

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Ranjeet RanjanJul 15, 2026
Agentic Marketing Impact on Traditional Marketing: Strategy & Benefits
Customer Data Platform5 min read

Agentic Marketing Impact on Traditional Marketing: Strategy & Benefits

Understanding the shift to autonomous, data-driven marketing for enhanced engagement and ROI.

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Ranjeet RanjanJul 10, 2026
Identity Resolution4 min read

AI Agents in Marketing: Strategies for Integration, Attribution & ROI

Practical strategies for integrating AI agents in marketing workflows and measuring ROI effectively.

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UnknownJul 9, 2026
Customer Data Platform5 min read

Economic Value of Identity Resolution: Strategic Investment for Marketing ROI

Understanding the strategic importance of identity resolution for marketing efficiency and financial accountability

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Ranjeet RanjanJul 4, 2026
How Identity Resolution Marketing Attribution Improves Accuracy and Budget Decisions
Identity Resolution5 min read

How Identity Resolution Marketing Attribution Improves Accuracy and Budget Decisions

Unifying fragmented customer data for more reliable marketing attribution insights

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Ranjeet RanjanJun 21, 2026
Customer Identity Bankruptcy: Overcoming Fragmented Data & Disconnected Tools
Customer Data Platform4 min read

Customer Identity Bankruptcy: Overcoming Fragmented Data & Disconnected Tools

How fragmented data and disconnected marketing tools cause lost customer insights and hamper marketing effectiveness.

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Ranjeet RanjanJun 5, 2026
Retargeting Inefficiencies in D2C Brands: Avoiding Budget Waste and Doubling Customer Payments
Marketing Attribution5 min read

Retargeting Inefficiencies in D2C Brands: Avoiding Budget Waste and Doubling Customer Payments

Strategies to optimize retargeting spend and avoid paying twice for the same customers in D2C brands

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Ranjeet RanjanJun 4, 2026