Overview

ARF’s annual AUDIENCExSCIENCE conference will showcase the most urgent challenges and recent breakthroughs in audience measurement. This year, we examine the rapidly changing intersection of AI, marketing, media, and consumer insights. As AI shifts research workflows, alters measurement systems, and changes consumer behavior, industry leaders will share new insights on how audience measurement is adapting to rapid change.

We’ll explore how AI-driven search is transforming discovery and trust, the latest evidence in attention science, and modern frameworks for engaging diverse audiences with cultural sensitivity. Sessions will cover the most challenging video measurement questions across CTV, linear, and streaming; examine the evolving role of legacy media in a fragmented ecosystem; and improve influencer strategies through better alignment of content, audience, and outcomes. We’ll also showcase advanced, privacy-centric approaches to audience definition and targeting as AI transforms media, advertising workflows, and risk management.

Bringing together the world’s leading researchers, practitioners, and innovators, AUDIENCExSCIENCE offers insights, tools, and evidence that will shape the future of marketing, media, and measurement.

AUDIENCExSCIENCE 2026 will be held March 18-19 at People Inc., 225 Liberty St., NYC. 

The agenda will be shared soon.

Call for Content - Now Open

2026 Call for content topic descriptions:

AI in Marketing & Research: Emerging Applications, Evidence, and Implications
AI is transforming how researchers generate insights, simulate behavior, and evaluate marketing performance. From large language models and synthetic respondents to AI-enhanced segmentation and predictive analytics, new tools are reshaping methodologies at scale. How is AI being integrated into the research workflow? What have we learned about its validity and reliability? What are the implications for research design, interpretation, and decision-making in an increasingly automated landscape? What strategies and tools are you using to combat deepfakes and ensure the authenticity and transparency of AI-generated content? What is the latest research on systems to verify tamper-proof content provenance, such as watermarking and C2PA? As consumers encounter more fake photos and videos—whether of cute kids and pets or otherwise—how does this influence their perception of other photos and videos?

 Balancing Privacy with Personalization in the Age of Personal AI
As AI agents become personal assistants, advocates, and gatekeepers for millions, the challenge of balancing privacy with personalization grows more complex. When each person’s AI is trained to protect their data and provide highly relevant experiences, the tradeoffs between transparency, trust, and personalized engagement become more pronounced. We welcome research, case studies, and innovations that explore:

  • How AI agents can provide personalized value while respecting privacy boundaries
  • Frameworks for data consent, control, and ethical use in human–AI interactions
  • Emerging technical and policy strategies to maintain user control while facilitating large-scale personalization

AI Search and the Battle for Trust
Research on the future of search is crucial as AI shifts results from links to text answers. What does this mean for publisher revenue, consumers’ ability to distinguish sponsored from organic content, and broader trust in both advertising and AI? These changes could influence how consumers find brands, how effectiveness is measured, and how advertising strategies are developed—raising urgent questions for marketers and researchers alike. We invite you to submit work exploring these shifts, their measurement challenges, and their implications for the future of marketing and media.

Advancing the Science and Business of Attention
Attention metrics have rapidly advanced, yet industry discussions often revisit familiar topics. How are emerging technologies like AI-driven eye-tracking, AR/VR, and predictive biometrics changing our understanding of “attention”? Where is the strongest (or weakest) empirical evidence linking attention metrics to real-world outcomes such as increased revenue, customer retention, or brand loyalty? How have marketers and media buyers integrated attention-based metrics into daily planning, buying, and optimization—and what lessons, positive or negative, have been learned? Are there significant limitations or blind spots in current attention measurement methods, and what new frameworks or additional metrics could be developed?

Evolving Strategies for Reaching Diverse Audiences
Marketing to diverse audiences now requires more than just demographic segmentation—it involves cultural fluency, contextual awareness, and understanding how identity, values, and media behaviors intersect. What are the best practices for inclusive marketing in an era of rising sociopolitical polarization? How are brands managing differences not only in race, ethnicity, and gender but also in ideology, geography, and media ecosystems? What frameworks help balance authenticity, representation, and risk in this increasingly complex landscape?

The Current State of Video Measurement

Video measurement faces significant challenges, especially as we attempt to unify Connected TV (CTV), linear TV, and streaming platforms into a single ecosystem. The viability of “deterministic” identity matching systems is being undermined by changing privacy rules, which lead to a greater reliance on privacy-first “probabilistic” methods. What are the concerns about their accuracy and scalability, especially as video consumption becomes ever more fragmented? Partnerships between major data owners and independent measurement firms signal the possibility of a more comprehensive, cross-platform view of fragmented audiences, but do the numbers add up? What are the most promising paths forward for hybrid methodologies?

The Role of Legacy Media in Today’s Multi-Media World

Traditional media continues to complement digital and on-demand platforms rather than replacing them. OOH media still find their way into various parts of consumers’ lives, but is measurement keeping pace? As “drive time” radio evolves and podcasts grow in popularity, how is our understanding of radio’s role in advertising changing? The rise of in-app and in-game ads challenges measurement; how should their impact be evaluated? Linear TV remains a key component of brand strategies, but combining linear TV with digital platforms complicates audience measurement. How can cross-platform reach be most accurately captured? What new tools or strategies will help decode interactions between traditional and emerging media for better media planning?

Influencer Strategy: Aligning Content, Audience, and Goals
As influencer marketing continues to grow in scale and complexity, the main challenge is understanding its role in planning and maximizing audience reach. How can brands evaluate which influencers best match campaign objectives, target audiences, and media mix? How do different platforms, formats, and audience overlaps affect overall effectiveness? We invite you to submit work that advances the planning, assessment, and strategic integration of influencers into the marketing mix.

Brand Safety and Content Adjacency

For brand safety, what effective data-driven approaches go beyond traditional blocklists and manual monitoring? How can natural language processing (NLP), sentiment analysis, and machine learning models be used to classify content contextually and detect subtle nuances that may affect brand perception? Share methods for real-time brand safety monitoring across programmatic and social media channels, emphasizing the integration of proprietary data with third-party verification tools. What are the best practices for quantifying brand risk exposure and balancing scale with safety? How can these insights be operationalized to improve media buying strategies and build client trust in an evolving digital landscape? How are you addressing brand safety risks and measurement challenges from generative AI, deepfakes, synthetic content, and misinformation?

How to Submit

Waiting for copy from Sara.

 

KEYNOTE SPEAKER ANNOUNCED

SHELLY PALMER

Shelly Palmer is Professor of Advanced Media in Residence at Syracuse University’s S.I. Newhouse School of Public Communications, CEO of The Palmer Group, creator of Generative AI for Execs, and best-selling author. A LinkedIn Top Voice in Technology, he is a regular commentator on CNN, CNBC, and Fox 5 New York. Professor of Advanced Media (Newhouse School, Syracuse University), CEO of The Palmer Group, and creator of Generative AI for Execs
View Bio

The Great AI Transformation of 2026
Shelly Palmer will deliver a fast-paced briefing on the Great AI Transformation of 2026 for media and marketing leaders. He will outline rapid shifts in AI capability, product cycles, and deployment patterns, and he will show how agentic systems will browse, compare, negotiate, and purchase. He will explain how answer engines reshape discovery and measurement and provide practical playbooks for content and data. The session will cover designing for agents as buyers, managing metadata and offers in collapsed funnels, and applying workable model practices and governance. You will leave with clear takeaways to use immediately.
Shelly Palmer — Professor of Advanced Media (Newhouse School, Syracuse University), CEO of The Palmer Group, and creator of Generative AI for Execs.

Who Should Attend?

C-Suite executives, senior and mid-career leaders and young professionals hailing from marketer, media, agency, research companies as well as academia will benefit from the breadth and depth of research shared. Industries include automotive, beauty, CPG, finance, food and beverage, hospitality, pharma, retail, and technology.

This event is designed for professionals working in:

• Ad Measurement
• Ad Sales Research
• Analytics & Insights
• Audience Impact
• Data Science
• Marketing Effectiveness
• Media Analytics & Research

Ad Measurement
Ad Sales Research
Analytics and Insights
Audience Impact
Consumer Insights
Data Insights
Data Science
Digital Research
Marketing Analytics
Marketing Effectiveness
Marketing Science
Measurement
Media Analytics
Media Research
Research
Strategy

Board of Curators

AUDIENCExSCIENCE’s Board of Curators lends their insight and expertise to determine which submissions, entered during an industry-wide call for content, will be presented at the conference.   This committee includes all of the ARF’s member constituents — Research, Marketers, Media, Agency, and Association/Academics. 

 

Tracy Adams, Ph.D.
Advertising Research Foundation

Pedro Almeida
Mediaprobe

Vassilis Bakopoulos
MMA

Meghan Bartley
GLAAD

Aarti Bhaskaran
Snap

John Bremer
Tenetic

Colin Campbell
Journal of Advertising Research

Paul Donato
Advertising Research Foundation

Mike Follett
Lumen Research

Jennifer Friedlander
ScreenVision

Deepak Garg
Advertising Research Foundation

Rouzbeh Gerami
Nielsen

Joetta Gobell
People, Inc.

Vijoy Gopalakrishnan
Circana

Abhi Gupta
Google

Julian Highley
Marketcast

Kelly Johnson
Disney ABC/ESPN

Helen Katz
Publicis Media

Divya Kaur
Kinesso

Tapan Khopkar
OMD

Jonathan Lopes
Digitas NA

Jon Lorenzini
Liftlab

Jay Mattlin
Advertising Research Foundation

Scott McDonald, Ph.D.
Advertising Research Foundation

Satya Menon
Kantar

Steven Millman
iSpot.tv

Jerry Nevins
VML

Mi hui Pak
Advertising Research Foundation

Kara Pellegrino
Redbox at Crossmedia

Bharad Ramesh
Aqxle AI

Jukka Ranta
Comscore

Amy Rask, Ph.D.
MediaScience

M. Kim Saxton
University at Buffalo

Eric Sherman
formerly GSTV

Keith Smith, Ph.D.
Marketing Science Institute (MSI)

Horst Stipp, Ph.D.
Advertising Research Foundation

Rachel Sweet
St. Jude

Earl Taylor
Marketing Science Institute (MSI)

David Tice
Hub Entertainment Research

Michael Vinson
Comscore

Tristan Webster
TVision

Monica Wood
Herbalife

Samantha Zhang
Advertising Research Foundation

Jon Watts
Coalition for Innovative Media Measurement

Jon Watts
Coalition for Innovative Media Measurement

Aaron Slotnick
TransUnion

Jaclyn Williams
TikTok

Leslie Wood, Ph.D.

Matt Voda

Optimine

no photo available

Monica Wood

Herbalife

ACCEPTED INDUSTRY PAPERS

The ARF and Board of Curators have thoroughly reviewed research submissions during an industry-wide call for content and have selected the most pivotal work to be presented at AUDIENCExSCIENCE.

AI IN MARKETING SCIENCE

Consumer Behavior in AI-Enhanced Search Environments

Uncovering how AI summaries and CTV ads influence search behavior and brand perception. 

Daniel Bulgrin

Director of Research Operations & Insights,
MediaScience

Annie Hagerty

Manager of Research & Insights,
Comcast Advertising

Rex Briggs

Author, Award-winning marketing ROI researcher

From Fun to Full-Funnel: The Marketing Power of GenAI and AR

How GenAI and AR are reshaping advertising effectiveness—while keeping trust and human creativity central. 

Aarti Bhaskaran

Global Head of Research & Insights, Snap Inc.

Giulia Manca, Ph.D.

Senior Research Consultant, eye square

Stefan Schönherr

EVP, Brand & Media Experience, eye square

Humans Still Pick the Best Ideas: What the World’s First AI Creativity Benchmark Reveals

AI creativity race ends in a tie: diversity beats rankings, human judgment beats algorithms.  

Pip Bingemann

Co-founder/CEO, Springboards

Annie Hagerty

Manager of Research & Insights
Comcast Advertising

Rex Briggs

Author, Award-winning marketing ROI researcher

How Consumers Perceive AI-Generated Advertising

AI-generated ads perform effectively and remain trusted, even with labeling and critical media coverage. 

Steffen Schmidt, Ph.D.

Founding Partner & Managing Director, Concept M Research & Consulting

Dirk Ziems

Co-Founder, Concept M Research & Consulting

Rex Briggs

Author, Award-winning marketing ROI researcher

Synthetic Data, Privacy and AI in Media

AI is used to create a synthetic single-source dataset comprising the entire universe under measurement. 

Caitlin Leffers

Lead Data Scientist,
Comscore

Michael Vinson

Chief Research Officer,
Comscore

Rex Briggs

Author, Award-winning marketing ROI researcher

The AI Creative Testing Revolution

New applications for creative testing using new AI tools. 

Duane Varan, Ph.D.

CEO, MediaScience

Michael Vinson

Chief Research Officer
Comscore

Rex Briggs

Author, Award-winning marketing ROI researcher

ATTENTION: SCIENCE TO STRATEGY

Ad Effectiveness Across Broadcast, Social, and Streaming Video

Video ads shown amongst quality content get more attention and show greater ad effectiveness.  

Lyndsey Albertson

VP Insights & Measurement, NBCU

Gareth Tuck

CSO & Partner,
eye square

Rex Briggs

Author, Award-winning marketing ROI researcher

Brand Reset: Long and Short of Attention and Advertising Impact

How attention to modern video formats build the long and the short of brand advertising. 

Mike Follett

CEO, Lumen

Ewa Zawol

Global Partnership Transformation Director,
dentsu

Rex Briggs

Author, Award-winning marketing ROI researcher

How Attention and Emotional Engagement/Expressiveness Influence Advertisement Effectiveness

Emotional engagement and attention drive ad evaluation in the opposite ways, and their drivers are different. 

Deepak Varma

Head of Neuroscience Insights, Kantar

Katherine Killeen

Senior Director, Kantar

Tracy Gutin

VP Client Service, Kantar

Sound Science: How Music is the Missing Link in Marketing ROI

How the right music makes a campaign more memorable, engaging and profitable. 

Roscoe Williamson

Global Strategy Director, MassiveMusic

Annie Hagerty

Manager of Research & Insights
Comcast Advertising

Rex Briggs

Author, Award-winning marketing ROI researcher

AUDIENCE MEASUREMENT: CONTRASTING VIEWS

Methods for Cross-Platform Reach That are 40% More Accurate than Random Duplication

Why common reach models underestimate audience overlap—and how to improve cross platform video reach estimates. 

Prasad Joglegkar

Founder and CEO, Deben Media Corp.

Brian Morse

VP, Locality Collective, Collective

Rex Briggs

Author, Award-winning marketing ROI researcher

Reach, Overlaps, and the Independence Assumption

The independence assumption is often better than an expensive single-source panel. 

Bill Engel

Board of Directors, Tenetic

Joe Garland

Director of Data Analysis, Comscore

Michael Vinson

Chief Research Officer,
Comscore

Understanding YouTube Viewership Trends in Relation to Linear and CTV

How YouTube on CTV compares to premium streaming and linear TV viewing. 

Yan Liu

CEO, TVision

Benjamin Vandegrift

VP, Measurement, Strategy and Innovation, VAB

Michael Vinson

Chief Research Officer
Comscore

Where Attention Lives: New Evidence From YouTube’s Premium Video Ad Solutions

YouTubes premium video ad solutions deliver outsized attention and impact, proven by Adelaide’s AU metric. 

Megan Danielson

Director, Agency Business Development, Google

Marc Guldimann

CEO & Co-founder, Adelaide

Adam Shlachter

US, Client President, EssenceMediacom

CONTEXT: ALIGNMENT AND RELEVANCE

Context Effects and Reverse Context Effects

Program context increases ad performance, especially for sports, but bad ads can hurt program engagement. 

Pedro Almeida

CEO, Mediaprobe

Larry DeGaris

Executive Director, Medill Spiegel Research Center, Northwestern University

Ed Hunt

Research Associate, Medill Spiegel Research Center, Northwestern University

Efficient Brand Growth Through Neuroscience-Trained AI

Neuroscience-trained AI is proven to consistently increase advertising sales effect by double digits. 

Bill Harvey

CEO, RMT-Bill Harvey Consulting

Michael Platt

Director, Wharton Neuroscience Initiative

Ed Hunt

Research Associate, Medill Spiegel Research Center, Northwestern University

Matching Ad Creative Effectiveness and Emotions to Program Content

case study of importance emotional congruence to improve aperformance. 

Peter Daboll

Head of USA, DAIVID

Michael Platt

Director, Wharton Neuroscience Initiative

Ed Hunt

Research Associate, Medill Spiegel Research Center, Northwestern University

Maximizing Brand Recall Through Contextual Alignment

Using AI-derived keywords to define contextual alignment increases ad effectiveness regardless of emotional engagement. 

Twinkal Patel

Product Manager, Comcast Technology Solutions

Kristin Shumaker, Ph.D.

Sr. Research Analyst, Comcast Advertising

Michael Platt

Director, Wharton Neuroscience Initiative

Win the Moment: Turn Sports Fans Peak Emotions Into Measurable Brand Outcomes

How ads synced to emotional moments in live sports drive stronger attention, recall, and response than standard sponsorships. 

Jennifer Pelino

SVP Media Growth and Data Partnerships, Sports Innovation

Michael Platt

Director, Wharton Neuroscience Initiative

Ed Hunt

Research Associate, Medill Spiegel Research Center, Northwestern University

CREATOR MARKETING

Decoding the Creators Mindset – Powering Partnerships that Perform

What Creators expect from brands, platforms, and followers for better partnerships. 

Megan de Leon

VP, Market Strategy & Understanding, Ipsos

Michael Platt

Director, Wharton Neuroscience Initiative

Ed Hunt

Research Associate, Medill Spiegel Research Center, Northwestern University

Proving Influencer Success with RCTs and Brand Lift Data

How influencer marketing outperforms traditional media across different generations and industries. 

Swayable

Michael Platt

Director, Wharton Neuroscience Initiative

Ed Hunt

Research Associate, Medill Spiegel Research Center, Northwestern University

DIVERSE AUDIENCE STRATEGY

Celebrating Diversity Through Moments

How multicultural audiences perceive brand engagement during heritage months and cultural moments.  

Alexis Harris

Research & Insights Lead, TikTok

Jaclyn Williams

Research & Insights Manager, TikTok

Ed Hunt

Research Associate, Medill Spiegel Research Center, Northwestern University

Driving Smarter Health Outcomes with Human-Centric Insights and Cross-Media Intelligence

Empowering smokers to quit through smarter, human-centric media planning in privacy constrained markets. 

Efthymios Psaraftis

Senior Manager, Global Ad Tech & Capability, Kenvue

Europanel

Jaclyn Williams

Research & Insights Manager, TikTok

How Responsible AI Unlocks Growth with Untapped Audiences

Responsible AI unlocks growth for untapped audiences and proves that inclusive brands grow faster. 

Jason R. Klein

COO and Co-Founder, SeeMe Index

Jaclyn Williams

Research & Insights Manager, TikTok

Ed Hunt

Research Associate, Medill Spiegel Research Center, Northwestern University

Trendsetters, Not Targets: Why Black American Audiences Require Cultural Intelligence, Not Just Data

Cultural intelligence outperforms demographic targeting when reaching Black American audiences as cultural architects. 

Kristin Smith Clinton

Group Strategy Director, Uniworld Group

Jaclyn Williams

Research & Insights Manager, TikTok

Ed Hunt

Research Associate, Medill Spiegel Research Center, Northwestern University

Updating the TelevisaUnivision Household Graph for the Future

A probabilistic identity graph for clustering households through Bayesian fusion of activity sightings and mappings. 

Sergey Fogelson, Ph.D.

Head of Data Science, TelevisaUnivision

Pouya Tehrani, Ph.D.

Director of Data Science, TelevisaUnivision

Ed Hunt

Research Associate, Medill Spiegel Research Center, Northwestern University

INNOVATIONS IN VIDEO MEASUREMENT

FAST is Vast: Demystifying Streaming’s Next Frontier

FAST has become mainstream, giving viewers what they like, and advertisers a highly attentive audience. 

Nicole Cooper

Head of Audience Insights, Roku

Michele Donati

EVP, Chief of Futures, The Futures Group @ Horizon

Ed Hunt

Research Associate, Medill Spiegel Research Center, Northwestern University

Using Synthetic Data to Unlock Programming Measurement for A Streaming-First World

Understanding the role of sports programming in the acquisition, engagement, and retention of streaming subscribers. 

Gilles Duterque

VP of Data Science, Antenna

Brendan Brady

Director of Strategy, Antenna

Ed Hunt

Research Associate, Medill Spiegel Research Center, Northwestern University

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