Blog
Insights on marketing measurement, attribution, and budget optimization.
Introducing the SegmentStream MCP Server
A way for AI assistants to directly connect to SegmentStream's measurement and optimization engine — and take action through it.
Incrementality Measurement Guide (2026)
This guide explores the methodologies behind incrementality measurement and dives into the pros and cons of the approach.
Marketing Attribution 101 (2026 Guide)
In this article, we're digging deeper into the topic of marketing attribution: benefits, attribution models, and typical challenges.
Identity Graph: The Foundation of Attribution
Identity graphs are the foundation for accurate marketing attribution. Discover how they connect user journeys across devices and browsers.
Click Propagation and Attribution Accuracy
Browser switches and shared links break marketing attribution. Learn how click propagation technology restores accuracy across devices and platforms.
What Is Conversion Maturation in Attribution?
Conversion Maturation is the hidden delay between ad clicks and reported conversions. Learn how it impacts attribution accuracy and how to fix it.
Self-Reported Attribution in MTA Reports
SegmentStream now combines self-reported attribution with multi-touch attribution reports—unlocking a more complete picture of what drives conversions.
The Truth About Next-Gen MMM
Next-gen MMM tools promise better results than traditional media mix models. Here's what marketers really need to know before investing.
The Misuse of Geo-Holdout Tests
“Geo-holdout tests promise to reveal true incremental ROAS, but they often oversell precision. A practical guide for non-technical marketing leaders.”
LTV-Based Ads Optimization Done Right
LTV-based ads optimisation is challenging but essential for DTC, SaaS, and subscription businesses. Learn how to implement it the right way.
Synthetic Conversions for Upper-Funnel Wins
“Learn how synthetic conversions help ad platforms optimise upper-funnel campaigns by turning engaged website visits into conversion signals.”
The Fall of MTA & MMM: AI Visit Scoring
MTA, MMM, and incrementality tests fall short for modern measurement. See how AI Visit Scoring with incrementality calibration works.
Debunking MMM Myths: A Waste of Money?
Marketing Mix Modeling doesn't work for 99% of online businesses. Learn why MMM fails most companies and what measurement approach actually works.
Why to Avoid Target ROAS Bidding
Relying on Average ROAS and CPA can burn your ad budget. Learn why Target ROAS and Target CPA bidding strategies often do more harm than good.
Why Geo-Lift Testing Falls Short
Geo-lift testing promises unbiased incrementality measurement, but it hides subtle pitfalls. Learn why it falls short and what works better.
Brand Awareness = Low-Quality Targeting?
Brand awareness campaigns sound impressive but often target low-quality audiences. Learn why this common strategy wastes your ad budget.
How to Validate Your Attribution Model?
A step-by-step methodology to find and validate the best attribution model for your business and maximise marketing mix revenue.
Debunking Post-View Attribution
Post-view attribution claims to measure the silent influence of display ads. Here's why it's misleading and what smart marketers should use instead.
Major Improvements to SegmentStream Attribution
Key updates to SegmentStream’s Visit Scoring Attribution — more accurate campaign measurement by focusing on visit quality over simplistic rule-based models.
Marginal ROAS and CPA now available at Portfolio level
We’re thrilled to unveil portfolio-level marginal ROAS (mROAS) and marginal CPA (mCPA) metrics —a game-changing feature for smarter budget optimization.
Introducing Marginal ROAS and CPA
Introducing Marginal ROAS and Marginal CPA — a new way to identify where your next ad dollar drives the most incremental revenue.
SegmentStream rated #1 B2C Attribution by G2
SegmentStream rated #1 in B2C Attribution and Custom Attribution on G2 Summer Reports. See why teams choose SegmentStream for accurate, AI-powered measurement.
Introducing Geo Incrementality Tests
SegmentStream launches fully managed, scientifically accurate geo incrementality tests for measuring true ad impact.
Marketing Attribution Trends (2025)
Cookie limitations and tracking restrictions are reshaping marketing measurement. Review the top 6 marketing attribution trends.
Predictive vs Data-Driven marketing attribution
Why traditional models are fading and how predictive methods are taking the lead in marketing attribution.
Future of Marketing Attribution: AI's Role
Cookie restrictions and tracking regulations break traditional attribution. See how AI-driven marketing attribution changes the game.
Marketing Attribution Challenges & Solutions
Learn about the top 3 challenges modern marketers face in marketing attribution due to tracking restrictions and how to overcome them..
How Ad Platforms Use Machine Learning
How machine learning works inside Google Ads, Meta Ads, and other ad platforms — and what it means for your campaign performance.
KitchenAid: +15% Revenue from PMax Ads
How KitchenAid grew revenue by 15% from Performance Max campaigns using SegmentStream's AI-powered attribution and budget optimisation.
Performance Max & Advantage+ Campaigns Guide
A practical guide to Performance Max and Advantage+ Shopping campaigns — how machine learning optimises ad performance and spend efficiency.
SegmentStream is officially a Meta Business Partner!
“SegmentStream is now an official Meta Business Partner. The Badged status recognises our product innovation and service excellence.”
Cosatto: Increased Sales with AI
See how Cosatto partnered with SegmentStream to increase sales and scale paid ads using AI-powered marketing measurement.
OMD + SegmentStream: Zain KSA Growth
OMD MENA partners with SegmentStream on behalf of Zain KSA to drive digital growth with AI-powered marketing measurement.
Kave Home Joins SegmentStream
Learn how Kave Home uses SegmentStream to analyse marketing performance and measure the true impact of each campaign across channels and devices.
Ribble Cycles Joins SegmentStream
Ribble Cycles partners with SegmentStream to promote their bikes more efficiently using AI-powered marketing measurement and attribution.
Why Upper-Funnel Ads Get No Credit in Analytics
Upper-funnel campaigns are undervalued by outdated attribution models. Learn how to fix this and optimise your marketing mix.
Solving (direct)/(none) with Machine Learning
Cross-device and private browsing break marketing attribution. See how machine learning solves the direct/none traffic problem.
SegmentStream: Official Google Cloud Partner
SegmentStream is now a certified Google Cloud Platform partner. Learn how this GCP partnership strengthens our AI-powered marketing measurement platform.
SegmentStream: Google Marketing Partner
This is an important recognition of SegmentStream expertise and technologies in the area of marketing analytics & data intelligence.