Adobe • San Francisco

Matt Scharf

VP, Growth Marketing Performance & Global Media Center of Excellence

He spent a decade inside one of the world's biggest software companies, quietly building the measurement framework the whole industry would eventually want. By the time the market caught up, Adobe was already selling it.

ANA Genius Award Ad Age Trailblazer Mix Modeler Architect Adobe Summit Speaker
Matt Scharf, VP Growth Marketing Performance at Adobe
80% Higher Return on Media Spend
75% Increase in Media's Share of Subscription Growth
10+ Years Building at Adobe
2015 ANA Genius Award for Pioneering Analytics

The measurement problem nobody wanted to solve

When Matt Scharf joined Adobe in 2013 as a manager of display media operations and analytics, the industry's attribution problem was hiding in plain sight. Marketers were handing out conversion credit to ad impressions that consumers had never actually seen. The model counted the ad. It didn't ask whether anyone was looking.

Scharf asked. He assembled what his team called Project Iceberg - a reference to the idea that the most important stuff in digital advertising is beneath the surface. Working with MarketShare and DoubleVerify, his team built a viewability-adjusted attribution model that stripped credit from out-of-view impressions. The finding was blunt: some publishers were great at targeting but terrible at inventory quality. Others were the reverse. Without isolating the two, marketers had no real picture of what they were buying.

"Attribution models aren't ingesting viewability data so they cannot exclude the events that are not in view."
Matt Scharf, 2014 - AdExchanger

In 2015, the Association of National Advertisers handed Adobe its Genius Award for Pioneering Analytics. Scharf wasn't a director yet. He was a senior manager. The recognition came not for a product launch or a campaign - it came for exposing a structural flaw in how the entire industry measured digital media performance. That kind of win tends to set a career trajectory.

He stayed at Adobe. A decade later, he's VP of Growth Marketing Performance and leads the company's Global Media Center of Excellence. The Iceberg work eventually grew into something much larger - the internal measurement framework that Adobe's marketing team built to run its own programs, which became the foundation for Adobe Mix Modeler, now a commercial product. The team used their own tools on their own budget, delivering results that made the case for selling the capability to the market.

Award

ANA Genius Award for Pioneering Analytics Innovation

2015 - Association of National Advertisers

Recognition

Ad Age Trailblazer - Data-Driven Marketing Strategy

Ad Age

What the numbers say

Adobe's marketing team became the case study. Scharf's measurement approach, applied to Adobe's own programs, generated documented performance gains that became the commercial argument for Adobe Mix Modeler.

80% Higher return on media spend

Achieved over five years of applying unified measurement and planning across Adobe's media investment

75% Increase in subscription growth contribution

Media's share of Adobe Digital Media subscription growth globally, after moving beyond last-touch attribution

30% More conversions from viewed ads

Project Iceberg finding: viewed ad sequences converted at 30% higher rates than out-of-view sequences for top publishers

What attribution models saw
The impression counted
Was the ad served? Counted. Was it seen? Unknown.
What Project Iceberg uncovered
Inventory quality, targeting effectiveness, and the gap between them
Most of what determines real ad value was invisible below the surface.
30% more conversions from viewed ad sequences
Partners: MarketShare + DoubleVerify
2014 - ANA Genius Award 2015

The forgotten side of attribution

In 2014, most digital attribution models had one problem they weren't admitting: they didn't know whether anyone had seen the ads they were giving credit to. An impression was an impression. Delivered meant counted.

Scharf's team built a model that measured viewability at the cookie and impression level, excluded out-of-view touchpoints from attribution, and then re-ran the performance analysis. The results split media partners into two very different categories.

Some partners were targeting exactly the right users - but serving them ads that loaded off-screen or below the fold. Technically successful targeting. Practically worthless. Others had great inventory but mediocre targeting. Without separating the two, Adobe couldn't make better decisions about where to spend.

Scharf put it plainly at the time: "Inventory quality and targeting effectiveness are attached at the hip." That sentence captured what the industry had been ignoring for years.

"We can now evaluate each media partner with both [targeting and inventory quality] in mind."
Matt Scharf - AdExchanger, 2014

Building the tool they'd eventually sell to everyone

The measurement challenge Scharf took on at Adobe grew in scope across every subsequent role. Each channel measured independently with different KPIs. Finance speaking revenue. Marketing speaking impressions. The two rarely translated.

His team's solution: build a unified measurement framework that combined three distinct approaches - media mix modeling (top-down), multi-touch attribution (bottom-up), and experimentation results. Not just running them in parallel - actually integrating them, with bidirectional transfer learning letting each inform the others.

That internal tool became Adobe Mix Modeler, now a commercial Adobe product. Adobe's marketing team was simultaneously the proof-of-concept and the first customer. When the numbers came out - 80% better ROI, 75% more subscription growth contribution - the case was made.

Scharf and his team presented at Adobe Summit 2025 on the journey from last-touch attribution to incrementality testing. The session title: "Revenue Metrics That Matter: Uniting Marketing's Measurement." The arc of the talk tracked a decade of his own career.

Layer 1
Media Mix Modeling (MMM)
Top-down econometric view of marketing's contribution to revenue across all channels
+
Layer 2
Multi-Touch Attribution (MTA)
Bottom-up granular user-level analysis of which touchpoints drove conversions
+
Layer 3
Experimentation
Incrementality tests that measure true causal impact of media investment
=
Unified Output
Adobe Mix Modeler
Near real-time performance analysis with predictive planning - built internally, now sold commercially

How Scharf thinks about measurement

"Attribution models aren't ingesting viewability data so they cannot exclude the events that are not in view."
AdExchanger, Project Iceberg - 2014
"Inventory quality and targeting effectiveness are attached at the hip."
AdExchanger - on Project Iceberg findings
"It's essential to know how to isolate meaningful data from information that could move companies in the wrong direction."
Ad Age Trailblazer profile
"What good does that do if the ads are never seen by the end user?"
AdExchanger, on out-of-view attribution - 2014

A decade of staying power

In an industry that runs on lateral moves, Scharf built his career vertically at one company - rising from display media manager to VP while the measurement thesis he developed in 2014 matured into a commercial product by 2022.

Pre-2010
Early career in digital media at Universal McCann Worldwide and CRG Events - managing campaigns, learning the mechanics of media buying before analytics had a vocabulary.
2010 - 2013
Razorfish, San Francisco - Associate Director of Advertising Services. Led digital media operations for the SF office. Managed complex digital advertising campaigns: emerging media, advanced measurement plans, in-depth analytics for clients across finance and retail.
2013
Joined Adobe as Manager, Display Media Operations & Analytics. Starts running Adobe's own media performance measurement programs.
2014
Led Project Iceberg - partnered with MarketShare and DoubleVerify to build a viewability-adjusted attribution model. The first public research to expose inventory quality as the "forgotten side of viewability" in digital attribution.
2015
Won ANA Genius Award for Pioneering Analytics Innovation. Promoted to Senior Manager, Display Media Operations & Analytics.
2016 - 2021
Steady progression: Group Manager (2016), Director (2017), Senior Director (Dec 2021) of Integrated Marketing Analytics. Scope expands from display to all marketing measurement across channels.
2022+
Promoted to VP, Growth Marketing Performance & Global Media Center of Excellence. Oversees development of the unified measurement framework that becomes Adobe Mix Modeler - now a commercial product sold to Adobe's customers.
2025
Speaker at Adobe Summit 2025 ("Revenue Metrics That Matter: Uniting Marketing's Measurement"). Presents the full arc of Adobe's journey from last-touch attribution to unified incrementality-based measurement.

Fun Fact

He won the ANA Genius Award while still a Senior Manager - not a director, not a VP. The award came for the work, not the title.

What drives him

Scharf is described as an "outspoken member of the marketing community" and a thought leader on attribution and viewability. That's unusual for someone who runs analytics - the field doesn't typically produce voices. His work suggests someone who is comfortable being proven wrong, because you only run viewability adjustments on attribution if you're genuinely curious about what the model is missing.

🔬
Data-Driven
📣
Outspoken Thought Leader
🎯
Long-Term Thinker
🔧
Builder Mentality
📐
Analytically Rigorous
🚀
Growth-Obsessed

Adobe's marketing team used the measurement tools Scharf's team built to run their own programs - then watched those results become the sales pitch. There is a specific kind of confidence required to run your company's marketing on software you built yourself, and then hand that software to customers. The 80% ROI improvement and 75% subscription growth contribution are not projections. They are Adobe's own marketing results.