ARF the Advertising Research Foundation
  • Membership
  • Research
  • Access Knowledge
  • Communities
  • Events
  • About the ARF

home

Membership

  • Committees & Boards
  • Events
  • Self Service Research
  • Member Bulletin Board

Research

  • Recent ARF Research
  • Programs & Resources
  • Research Focus Topics
  • ARF DASH: Annual TV Universe Study

Access Knowledge

  • Topics
    • Ad Effectiveness & ROI
    • Analytics & Data Science
    • Audience & Media Measurement
    • Creative & Branded Content
    • Future States & AI
    • Past Event Highlights
    • Research & Data Quality
    • Targets & Segments
  • Find a Solution
    • 2025 Top Member Questions
  • Publications
    • News You Can Use
    • Knowledge at Hand
    • CMO Briefs
    • September 2026: Journal of Advertising Research

Events

  • Upcoming ARF Events
    • View All Upcoming Events
    • Upcoming Conferences
    • Upcoming Young Pros
  • Insights Studios
    • Upcoming Insights Studios
    • Past Insights Studios
  • Town Halls
    • Upcoming Town Halls
    • Past Town Halls
  • Past Event Highlights
  • Submit

Communities

  • Young Pros
    • About Young Pros
    • Upcoming Events
    • YP Connect
    • Advisory Board
    • Young Pros Spotlight
    • Social Strategist Team
    • E-Newsletters
    • Past Events Highlights
  • Women in Analytics
    • About Women in Analytics
    • Board of Directors
    • Mentorship Program
    • Upcoming Events
    • Past Events Summaries
  • Councils
    • Learn About the Council Program
    • ANALYTICS COUNCIL
    • MSI/ARF B2B Exchange
    • CREATIVE COUNCIL
    • COGNITION COUNCIL
    • CROSS-PLATFORM COUNCIL
    • CULTURAL-EFFECTIVENESS COUNCIL
    • LA MEDIA RESEARCH COUNCIL
    • ORGANIZATIONAL COUNCIL
    • PHARMA COUNCIL
    • SHOPPER INSIGHTS COUNCIL
    • SOCIAL COUNCIL

About ARF

  • About the ARF
  • ARF Board of Directors & Trustees
  • ARF Leadership Team
  • ARF at 90
  • Marketing Science Institute (MSI)
  • Coalition for Innovative Media Measurement (CIMM)
  • Member Directory
  • ARF Awards
  • Press Kit
  • ARF in the Press
  • Contact Us
  • NYU/ARF Certificate in Marketing Optimization & Insights Certificate
  • ARF WIDE
  • ARF DASH: Annual TV Universe Study

My Account

  • Login
  • Create an Account

Invalid login. Please try again.

Password does not meet the required minimum length of 7.

The Next Frontier: Content Analytics

July 06, 2015

 

Bill Harvey, Co-Founder & Chairman of ScreenSavants opened this session stating that about 65% of ROI comes from the creative and 35% from the media. Research to date has focused on optimizing media planning and helping decision-makers make go/no go decisions, but rarely has the research been designed specifically for diagnosing how to improve the content for greater chances of success. Bill presented a new method of pretesting content and helping to maintain series on the air based on a combination of online panel, set top box data, second by second voluntary nuanced response, and an empirically validated set of 270 keywords called DriverTagsTM. These Tags were tested with previous successful and cancelled programs and validated with Nielsen ratings using correlation analysis.

Key benefits of this method are:

  • Explains the “why” of a program’s rating.
  • Answers the question “how can we make it better.”
  • Speaks better the “language of creative.”
  • Helps optimizing ad placement based on the ad “fit” with the DriverTagsTM correlated with the programs.

 

See all 5 Cups articles.

  • Audience Measurement 2015
  • Content Analytics
  • Pretesting
  • Topics
    • Ad Effectiveness & ROI
    • Analytics & Data Science
    • Audience & Media Measurement
    • Creative & Branded Content
    • Future States & AI
    • Past Event Highlights
    • Research & Data Quality
    • Targets & Segments
  • Find a Solution
    • 2025 Top Member Questions
  • Publications
    • News You Can Use
    • Knowledge at Hand
    • CMO Briefs
    • September 2026: Journal of Advertising Research

Trending

    • Future States & AI
    • Article

    When AI Becomes Part of the Consumer–Brand Relationship

    • Research & Data Quality
    • Article

    What Buyers Want from Retail Media Measurement

    • Creative & Branded Content
    • Article

    How Emotions Travel Between TV Programs and Advertising

    • Future States & AI
    • Article

    How AI Recommendations Are Changing the Rules of Brand Growth

    • Future States & AI
    • Article

    Beyond Visibility: What Makes Brands Discoverable Today?

Activate your Member Benefits

  • ABOUT
  • ARF DASH
  • ARF WIDE
  • ARF/NYU CERTIFICATE
  • CIMM
  • MSI
  • PRESS
  • SUBMIT
image description

To further, through research, the scientific
practice of advertising and marketing

© the Advertising Research Foundation. All rights reserved.

Privacy Policy | Request Permission to Use Content