Net Revenue Retention: Calculation Rules Investors Test
Eric Siu

Learn net revenue retention in SaaS with clear formulas, worked examples, common pitfalls, benchmarks, and levers to grow NRR from your existing customers.

Google Ads Conversion Tracking Troubleshooting and Setup
Eric Siu

Fix Google Ads conversion tracking issues that distort CPA and Smart Bidding. Learn a diagnosis-first process to troubleshoot tags, gclid, and attribution.

Multi Touch Attribution Is Overrated. Here’s Why I Quit It
Eric Siu

Learn how multi touch attribution really works, where it fails, and when to use simpler models. Get a practical framework for smarter B2B budget decisions.

Incrementality Testing Playbook: Math, Types, Runbook
Eric Siu

Learn incrementality testing with a practical playbook. Compare test types, calculate true lift vs ROAS, and see when this method is worth the tradeoffs.

Marketing Mix Modeling for Mid-Market Brands: A Skeptic’s Guide
Eric Siu

Learn marketing mix modeling with a practical, mid-market guide. Understand costs, data needs, and how to turn MMM insights into real budget decisions.

Funnel Analysis: Find Leaks and Fix Bad Data First
Eric Siu

Learn funnel analysis with a practical diagnostic workflow. Define accurate steps, separate tracking errors from behavior, and prioritize real conversion fixes.

Server Side Tracking: When It’s Worth the Cost
Eric Siu

Learn how server side tracking really works, when it improves attribution, and when it fails. Get a vendor-neutral verdict, checklist, and clear next steps.

Best Customer Data Platforms (CDPs) in 2026
Eric Siu

This guide will walk you through the top tools for unifying your customer data, creating a single customer view, and delivering personalized experiences that will grow your business.

Best Marketing Attribution Software in 2026
Eric Siu

This guide will walk you through the top tools for tracking the customer journey, measuring ROI, and making data-driven decisions that will grow your business.

How AI-Driven Traffic Affects Time-on-Page Benchmarks
Eric Siu

Learn how AI traffic engagement reshapes time-on-page, bounce rate, and session duration. Discover methods to analyze AI referrals.

Using Supporting Statistics to Improve LLM Confidence in Answers
Eric Siu

Explore LLM statistical signals to turn opaque model behavior into interpretable confidence. Learn key signal types here.

Diagnosing AI Visibility Issues With Server Logs
Eric Siu

Learn AI log analysis to diagnose missing AI citations and broken answers. Discover key log signals, role-based playbooks, and methods.

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