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A deep dive with an Experian partner, ARF

by Experian Marketing Services 7 min read April 30, 2026

At A Glance

The Advertising Research Foundation’s DASH TV Universe Study provides a projectable view of how Americans connect to and consume TV across households, devices, and services. In this Q&A, Jim Meyer, General Manager, DASH, and Samantha Zhang, Senior Data Scientist, at the ARF explain what DASH measures, who uses it, why MRC accreditation matters, and how Experian combines DASH with its data to build audience segments for advertisers and agencies.

In our Ask the Expert series, we interview leaders from our partner organizations who are helping lead their brands to new heights in AdTech. Today’s interview is with Samantha Zhang, Senior Data Scientist, and Jim Meyer, General Manager of the DASH TV Universe Study at the Advertising Research Foundation (ARF). DASH is an annual tracking study conducted by the ARF to define and better understand TV audience behavior and household dynamics.

What does DASH measure, and how does it help the industry understand TV consumption today?

By capturing hundreds of individual- and household-level data points from each respondent in a rigorous and nationally projectable sample, DASH creates a comprehensive picture of U.S. consumer TV “infrastructure” – how America watches. 

Core elements in DASHElements that create context in DASH
TV sets
Location | brand | smartness | service modes | sources
Demographics
Connected devices
Game consoles |video players | streaming devices
Yesterday viewing
Daypart | TV/device genre | Out-of-home viewing | OOH
Mobile devices
Owners | sharing users
Shopping
Online and in-store | Exposure to major RMNs
Internet service
Modes | ISPs | connectivity by device
Streaming audio
Streaming TV
SVOD/AVOD tiers and sharing | FAST
Email accounts and apps
Live TV
Modes of access | including casting from devices
Social media

For example, DASH gathers:

  • Data on every TV set, including brand, room location, age, “smartness,” and connection devices and modes
  • Household connectivity and video service data, even in homes with no TV set
  • Internet Service Providers (ISP) and TV service usage, including Multichannel Video Programming Distributors (MVPDs), virtual vMVPDs, streamers (ad-supported and premium), and Free Ad-Supported Television (FAST) channels
  • Person-level ownership and usage of video-capable mobile devices, including smartphones, tablets, and laptops
  • Measures of viewing and co-viewing across dayparts, devices, and services
  • Additional modules covering shopping and retail media networks, streaming audio, social media, email, and apps

Broad coverage and granularity make DASH a uniquely robust source of truth for practitioners across the industry, including measurement experts and ad programming strategists. DASH also reports regularly (and publicly) on key industry dynamics. DASH identified a growing segment of device-only viewers – now nearly 9 million households that watch TV, but do not own a TV set – and highlighted the implications of that trend for traditional ratings systems based only on households with TV sets.

Households (HHs – million)2025 HHs (M) U.S. penetrationChange vs. 2024 (M)
Total US134.8100%+2.7
Connected TV (CTV)114.685%+2.1
TV (Set)124.292.2%+1.1
Device-only8.86.6%+1.6
TV-Accessible133.198.7%+2.7

DASH called out the rise in app-based pay TV and proposed a new connection framework that better represents the modern TV world, in which linear and streaming overlap.

Household reach across linear and streaming TV

DASH also defines the universes of households reachable with advertising. This graphic, for example, shows how all ad-supported linear and streaming properties in aggregate define the true scale of TV advertising. While 35 million households (and growing) are reachable only with streaming ads and 13 million (and falling) only with linear ads, most households are reachable with both, underscoring the importance of understanding the “overlap.”

Ad-reachable audiences

Who uses DASH data, and what decisions does it help inform?

There are three primary users of DASH, each with its own use cases:

Measurement providers, including Nielsen, use DASH to calibrate viewership data, turn household data into persons data (and vice versa) and estimate potential reached audiences–what the providers call media-related universe estimate (MRUEs)–for the calculation of ratings. Not surprisingly, measurement companies were the first to see the value that an independent TV universe study could provide.

Media companies, including major broadcasters and streamers, use DASH to add context and color to their ad sales presentations – and to track the measurement providers, whose ratings play a major role in valuing ad inventory.

AdTech companies, including Experian, use DASH to create high-value audience segments for activation.

The recent accreditation of DASH by the Media Rating Council (MRC) and adoption by Nielsen as an input to its TV ratings have generated interest from a broad range of companies. We are actively pursuing new licensees and partners to make DASH more useful within, and even outside, the TV ecosystem.

What does MRC accreditation signify, and why is it meaningful for DASH?

MRC accreditation means DASH passed a rigorous audit conducted by Ernst & Young over many months, which validated our methodology, controls, and data quality. MRC accreditation establishes that DASH is an industry-standard dataset.

While the service provider normally announces its own accreditation, the MRC took the unusual step of issuing its own release on DASH, announcing the accreditation of DASH for TV universe estimation and endorsing the study for broader, cross-media use.

How does Experian use DASH data to build audiences?

The segments combine specific TV usage habits and behaviors from DASH with Experian data on demographics, spending, and other contextual inputs to create a fuller view of consumer viewing behavior. They are designed to be valuable to advertisers in many categories and planning contexts – and to be customizable to fit advertisers’ media targets. The segments can be used to:

  • Apply or suppress audiences to improve target coverage across a campaign
  • Better align media and creative
  • Reach elusive but high-value viewers, such as Ad Avoiders
  • Drive valuable consumer behavior
  • Achieve specific advertising objectives

What are some practical use cases for DASH-based audiences?

Here are some practical use cases for four different kinds of DASH segments in five different advertiser categories.

Travel

Co-Watchers

A couples-only resort uses TV Co-Watching Households without Children to strengthen target reach and ad memory recall

A big theme park destination uses TV Co-Watching Households with Children to reach families in moments of togetherness

Home Entertainment

TV Owners and Brand Loyalists

A premium TV manufacturer uses the overlap of Multi Brand TV Owners and Single Brand TV Loyalist Households to market its newest TV model to its most loyal consumers.

Fast Food

Screen Size Viewers

A fast food chain with a high-impact new brand campaign uses Large Screen TV Viewers to better align the media and creative

That same fast food chain uses Small-Screen TV Viewers to drive store traffic by increasing exposure of its retail campaign among on-the-go viewers

Financial Services

Cord Cutters

A personal cost management app and a cash-back credit card target Streaming-First Cord Cutter Households to reach young, tech-savvy, cost-conscious consumers

Thanks for the interview. Where can readers learn more about DASH?

We started work on DASH seven years ago, and it’s been fun to watch it “grow up.” Our partnership with Experian is a big step toward putting DASH to work for advertisers and agencies. To learn more, visit our site at https://theARF.org/DASH or contact us at DASH@theARF.org.

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About our experts

Samantha Zhang, Senior Data Scientist at ARF

Samantha Zhang, Senior Data Scientist at ARF

Samantha Zhang is a Senior Data Scientist at the Advertising Research Foundation working on the DASH TV Universe Study, with additional research spanning areas including attention measurement, digital privacy, and artificial intelligence.

Jim Meyer, General Manager at ARF

Jim Meyer, General Manager, DASH, at ARF

JimMeyer is general manager and co-founder of the ARF DASH TV Universe Study and managing partner of Golden Square, LLC, which advises media and research technology companies on growth strategy and development.


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