Marketing Measurement: from Attribution to Incrementality

Name: Marketing Measurement: from Attribution to Incrementality
Rating: 3.7 (23 reviews)

Unlock Attribution, Incrementality Testing, Marketing Mix Modeling, and Budget Optimization for Smarter Digital Campaign

Created byBobby Zhang

Last updated 6/2025

English

What you'll learn

How to Measure Marketing Campaign / Channel Effectiveness
How to Allocate Budget Across Different Campaign / Channels
How to Optimize Marketing Channel Based on Measurement
Fundamentals of Marketing Measurement and Analytics
Master Marketing Attribution Measurement (Different Types, SAN, MMP, etc.)
Master Incrementality Measurement (Conversion Lift Test, GeoLift Test, etc.)
Design and Evaluate Comprehensive Measurement Plans
Develop data-driven Budgeting and Optimization Strategies (MMM, Attribution, Incrementality etc.)
Adapt Measurement Strategies for a Privacy-first and AI-driven Future

Course content

8 sections • 61 lectures • 57m total length

Intro0:25
Explore marketing measurement from attribution to incrementality and discover why data driven decision is every marketer's secret weapon in digital marketing.
What is Marketing Measurement0:38
Why is Measurement Critical0:58
What Can be Measured in Digital Marketing0:35
Measure digital marketing across websites, emails, and social ads, tracking sessions, bounce rate, conversions, impressions, and revenue metrics like open rates, average order value, and customer lifetime value.
Five Types of Marketing Goals2:05
Vanity Metrics vs Actionable Metrics1:39
Key Takeaways0:24

Intro0:29
Why Objectives are Essential0:27
Identify why objectives are essential to guide campaigns, focusing teams, aligning efforts, and laying the groundwork for meaningful measurement and accountability.
Use SMART Framework to Setup Objectives0:23
Good vs Bad Objectives0:35
Introduction to KPI0:25
How to Choose the Right KPI1:00
Align your KPI with your objective to boost enrollments by focusing on the enrollment conversion rate, using ad click through rate and landing page bounce rate as supporting metrics.
KPI Mistakes to Avoid0:28
Key Takeaways0:31
Objectives and KPIs Worksheet0:03
Quiz

Intro0:29
What is Attribution0:26
Why Attribution Matters0:21
Common Attribution Models2:28
How to Choose Attribution Model2:00
Attribution Time Window2:15
Define the attribution time window to credit conversions accurately by distinguishing click-through windows (usually seven days) from view-through windows (about 24 hours) and adapting to platform differences and custom windows.
Attribution Time Window Case Study2:47
Common Pitfall of Attribution1:23
Attribution Tool Overview0:16
Key Takeaways0:16
Quiz

Intro0:19
Attribution Systems0:19
SAN Attribution1:22
Explore how a self attributed network tracks clicks, attributes conversions using its own data, and reports outcomes within a walled garden, while highlighting last-touch attribution and cross-channel visibility limitations.
MMP Attribution1:21
Custom Attribution1:06
Attribution Systems Comparison0:21
Key Differences & What to Watch for2:10
Attribution Discrepancies Case Study0:32
Explore a real scenario where a user sees Facebook and Google ads before installing your app, revealing attribution discrepancies across platforms. Different data, rules, and timing drive attribution outcomes.
Attribution Cheatsheet0:08
Quiz

Intro0:37
What is Incrementality0:32
Why Incrementality Matters1:08
Leverage incrementality to clarify attribution, avoid overpaying for organic conversions, and show which channels, including paid search, drive new conversions. Demonstrate value to stakeholders with real lift estimates.
Overview of Incrementality Methods1:06
Conversion Lift Test0:50
Learn how a conversion lift test randomly splits audiences into test and control groups to measure the incremental impact and halo effects of ads on a single platform.
Brand Lift Study0:59
Geolift Test0:49
Marketing Mix Model3:03
Marketing mix modeling uses an econometric approach to estimate the incremental impact of online and offline drivers, guiding budget allocation, promotions, and ROI.
Incrementality Methods Comparison0:15
Shortcomings for Incrementality2:18
Interpreting Results & Taking Actions3:08
Key Takeaways0:32
Incrementality reveals what truly works beyond credit attribution, and there is no one-size-fits-all approach. Combine attribution for daily optimization with incrementality tests for strategic approval.
Quiz

Intro0:18
Attribution vs Incrementality Comparison0:09
Compare attribution and incrementality to clarify their differences and their implications for marketing measurement in practice.
When to Use Attribution0:13
Explore when to use attribution for daily channel optimizations, routine reporting, and quick feedback on what’s working and what isn’t.
When to Use Incrementality0:13
How to Combine Both Methods1:01
Case study & tips to Combine Both Methods0:44
Compare attribution insights with quarterly incrementality tests to refine social conversions and daily channel optimizations, boost roi, and earn leadership trust through regular validation and updated attribution strategies.
Quiz

Intro0:18
Micro vs Macro Budgeting0:35
How to Use Attribution for Macro Budgeting3:02
How to use MMM for Macro Budgeting2:01
Practical Budgeting Framework0:41
Case Study on Integrated Budgeting Approach0:32
A retailer sets annual budgets for search, social, TV, and a new influencer channel, using attribution and lift tests to guide decisions and periodic incrementality tests to validate spend.
Key Takeaways0:21
Learn to use measurement to set macro and micro budgets, combine attribution incrementality test and mhm, and continuously validate, optimize, and adopt your marketing as it evolves.
Quiz

Requirements

No prior marketing or analytics experience is required!
Curiosity and willingness to learn

Description

Are you ready to turn your marketing data into real business results?
Marketing Measurement: from Attribution to Incrementality is the ultimate beginner-to-intermediate course designed to help you master the essential concepts, proven real-world frameworks, and actionable strategies behind today’s most effective measurement systems from frontline marketing measurement expert at global tech giant.

What sets this course apart?
You’ll gain hands-on, scenario-based training in all the critical areas:

Attribution: Learn the differences between SAN, MMP, and custom attribution models, and how to use them for campaign optimization and cross-channel analysis.
Incrementality: Understand why incrementality is the gold standard for true impact measurement, and get practical with GeoLift, Conversion Lift, Brand Lift, and Marketing Mix Modeling (MMM).
Marketing Mix Modeling (MMM): Discover how to blend historical data, channel performance, and statistical modeling for smarter macro-level decisions—even in a privacy-first, cookieless world.
Budgeting with Measurement: Apply measurement insights to real-world budgeting, using cost curves, marginal ROI, and scenario planning to maximize every marketing dollar.

You’ll also get a forward-looking perspective on data privacy, global regulations, and the rise of AI in analytics—ensuring you’re ready for the next wave of industry change.

Who should enroll?

Digital marketers and growth professionals seeking to master advanced measurement and attribution techniques.
Marketing analysts and media buyers who want to improve campaign optimization and ROI reporting.
Start-up founders and business owners aiming to build data-driven marketing strategies.
Product managers and agency professionals collaborating with marketing teams on performance measurement.
Marketing students and career changers looking for practical, in-demand analytics skills.

With expert-led video lectures, downloadable templates, quizzes, and real case studies, you’ll finish this course able to build your own measurement plan, choose the right models and tests, and confidently optimize your marketing investments.

Future-proof your marketing skills—enroll now and transform how you measure success!

Who this course is for:

Aspiring marketers, analysts and students curious about how data and analytics drive marketing success.
Beginner and early-career marketing professionals who want to build a strong foundation in digital marketing measurement.
Entrepreneurs and business owners aiming to understand what’s working (and what isn’t) in their digital marketing efforts.
Product managers, growth hackers, and startup teams looking to make smarter, data-driven marketing decisions.
Anyone interested in marketing measurement & analytics—no prior experience required!

Marketing Measurement: from Attribution to Incrementality

What you'll learn

Explore related topics

Course content

Introduction to Marketing Measurement7 lectures • 7min

Setting Objectives and KPIs9 lectures • 4min

Attribution Deep Dive10 lectures • 13min

Attribution In Practice9 lectures • 8min

Incrementality Measurement Deep Dive12 lectures • 15min

Attribution vs Incrementality6 lectures • 3min

Marketing Budgeting with Measurement7 lectures • 8min

The Future of Marketing Measurement1 lecture • 1min

Requirements

Description

Who this course is for: