How MMPs Are Evolving to Measure CTV Campaign Impact
                     Beyond Mobile
How MMPs Are Evolving to Measure 
CTV Campaign Impact
www.apptrove.com
Introduction
The rapid evolution of digital advertising has taken marketers from 
banner ads on desktop to personalized campaigns on mobile devices. 
Now, the spotlight is shifting again—this time to Connected TV (CTV). 
With viewers flocking to streaming platforms, advertisers are 
increasing their investments in CTV. But as CTV budgets grow, so does 
the need for accurate measurement.


Enter the Mobile Measurement Partner (MMP)—once the gold 
standard for mobile app attribution, now expanding its capabilities to 
meet the complex demands of the CTV space. Let’s explore how 
MMPs are adapting beyond mobile and shaping the future of cross-
platform measurement.
The Rise of CTV Advertising
A New Frontier for Digital Marketers
CTV refers to televisions connected to the internet via devices like 
Roku, Amazon Fire Stick, Apple TV, or directly through smart TVs. Unlike 
traditional linear TV, CTV allows for audience targeting, real-time 
bidding, and personalized ad delivery—making it a powerful channel 
for performance marketers.
CTV ad spend in the U.S. alone surpassed $25 billion in 2024 and is 
expected to continue double-digit growth.
Audiences are spending over 100 minutes per day on average 
consuming streaming content, outpacing linear TV in many 
demographics.
While CTV opens new doors for creative and programmatic 
advertising, it also poses a massive measurement challenge.
CTV Is Booming, But Measurement Lags Behind
The Measurement Gap: Why CTV Is
Difficult to Track
Fragmentation and Lack of Clickability
Unlike mobile, where user behavior can be tracked via app installs, 
deep links, and device IDs, CTV lacks many of these features:
No clicks: Most CTV ads are video-based, with no option to click, 
making click-through attribution ineffective.
Multiple viewers: A single household TV may be viewed by multiple users, 
which blurs audience-level data.
Device fragmentation: Different streaming platforms and devices use 
inconsistent identifiers, which limits deterministic tracking.
This measurement gap means brands struggle to connect CTV ad 
exposure to real-world outcomes, like app installs, purchases, or sign-
ups.
How MMPs Are Rising to the Challenge
Expanding Attribution Models
To accommodate CTV, MMPs are shifting from traditional mobile-
centric attribution to cross-platform, probabilistic, and cohort-based 
models. These include:
View-through Probabilistic Household-level 
attribution (VTA) matching attribution
Where conversions are Uses data like IP Maps multiple devices 
credited if they happen address, time of within the same IP range 
within a set time after exposure, and device to attribute a CTV ad 
an ad is viewed—even OS to estimate user view to an app install on 
without a click. identity across devices. a mobile phone.
Incorporating Incrementality Testing
Incrementality testing helps advertisers understand what would have 
happened without the ad exposure. By comparing test and control 
groups, MMPs can quantify the true lift of CTV campaigns. This 
method is becoming a vital metric for performance marketers who 
demand accountability.
Real-Time Cross-Device Analytics
Modern MMPs now offer real-time dashboards that visualize 
campaign performance across mobile, web, and CTV. These 
dashboards often include:
Install lift by channel
Engagement metrics post-view
Funnel analysis from CTV view to mobile app install or in-app purchase
Modern MMPs now offer real-time dashboards that visualize 
campaign performance across mobile, web, and CTV. These 
dashboards often include:
Use Cases: Who’s Winning with
CTV Measurement?
DTC and App-Based Brands
Brands that rely on app installs or direct consumer action are 
leveraging CTV’s visual storytelling with MMP-backed measurement to 
drive results. For example:
Fitness apps are using CTV to target health-conscious viewers and 
linking it back to mobile installs.
Fintech platforms are running household-based retargeting campaigns, 
serving CTV ads to users who dropped off in the app funnel.
These brands need measurement tools that go beyond vanity metrics 
and provide real ROI insights—something today’s advanced MMPs are 
delivering.
The Future of MMPs in a Multi-Screen World
As CTV adoption continues to surge, measurement will remain the 
cornerstone of campaign effectiveness. MMPs are no longer just 
“mobile” measurement partners—they are evolving into multi-platform 
measurement enablers. Expect the next wave of innovation to include:
AI-driven attribution modeling
Privacy-safe identifiers that comply with evolving regulations
Seamless integrations with DSPs and CTV networks
The demand is clear: advertisers want measurable outcomes across 
every screen.
From Mobile to Multi-Screen: MMPs Evolve
100% compliance 
with GDPR & CCPA
100
90 70% of CTV installs now 
rely on probabilistic 
80 matching
70
60
40% better accuracy 
using household-level 
50 attribution+20–30% increase in 
attribution accuracy with 
Apptrove
40
30
20
10
0
Apptrove: Leading the Next Generation
of MMPs
Among the MMPs rising to meet the CTV challenge, Apptrove stands 
out as a trailblazer.


Apptrove was built with a mobile-first foundation but has rapidly 
expanded into CTV attribution, cross-device analytics, and advanced 
cohort tracking. What sets Apptrove apart is its commitment to 
accuracy, transparency, and innovation:
CTV-optimized attribution engine: Uses both deterministic and 
probabilistic methods to track users from CTV views to mobile conversions.
Unified dashboard: Consolidates data from mobile, web, and CTV 
channels for real-time insights.
Privacy-first architecture: Fully compliant with GDPR, CCPA, and emerging 
data laws.
Brands using Apptrove have reported 20–30% increases in attribution 
accuracy and better ROI clarity on their CTV spends.


In a world where audiences shift seamlessly between screens, 
Apptrove empowers marketers to do the same—with confidence and 
clarity.
Conclusion
CTV is no longer a “nice to have”—it’s an essential part of the digital 
ad mix. But without the right measurement, even the most compelling 
campaigns fall flat. As CTV matures, MMPs are proving they can keep 
up by evolving into cross-device attribution powerhouses.


If you’re looking to make the most of your CTV investments, consider 
partnering with an MMP that’s already ahead of the curve. Apptrove is 
helping brands move beyond mobile and unlock the true impact of 
every screen.