5W Publishes Study 08 of The Reputation Index: How AI Engines Render the 22 Power 4 Head Coaches

Kirby Smart leads. Bill Belichick lands at #2 in his first month at UNC. Matt Rhule anchors the bottom. The most volatile cohort 5W has measured to date.

Kirby Smart leads. Bill Belichick lands at #2 in his first month at UNC. Matt Rhule anchors the bottom. The cohort is the most volatile 5W has measured to date.

5W AI Communications has published Study 08 of nine in The 5W Reputation Index — the College Football Coaches study, a composite ranking of the 22 Power 4 and Notre Dame head coaches active in the 2025 season, measured by how ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews render each principal across sixty-plus retrieval-intent prompts per engine.

Kirby Smart of Georgia leads the cohort at composite 78, anchored by two national championships and the sport's deepest institutionally-rendered SEC portrait. Bill Belichick of North Carolina lands at composite 76 in his first month as a college head coach — the study's clearest case of reputational inheritance, where a 24-year NFL portrait lifts a first-year college composite by an estimated 20-plus points beyond a comparable first-year peer. Matt Rhule of Nebraska trails at composite 48, with the 2022 Carolina Panthers firing surfacing in 65 percent of identity prompts.

The most volatile cohort in the series

The College Football Coaches study is the most volatile cohort 5W has measured across the eight studies published to date. Engine portraits update faster in this cohort than in any other sector. A coach's portrait can shift 15-plus composite points across a single season — a rate no executive cohort in the Index approaches.

The cohort's Control mean of 53 is the lowest of any sector measured across the Index. College coaches structurally cede narrative to athletic departments, conference media days, broadcast partners, and recruiting press — the cohort's most-actionable shared infrastructure gap.

Top of the cohort

Kirby Smart, Georgia — 78. The clearest program-builder portrait in the sport. Engines render Smart through the December 2015 Alabama-staff hire, the 2021 and 2022 national championships, and sustained recruiting dominance.

Bill Belichick, North Carolina — 76. Completeness of 90 — the highest in the cohort, tied with Warren Buffett for the highest score in the entire Reputation Index — built from the Patriots tenure, six Super Bowls, and 333 NFL wins. The +20 lift is engine memory of the NFL portrait, not UNC results.

Ryan Day, Ohio State — 68. A stable program-builder portrait with institutional Ohio State framing.

Kalen DeBoer, Alabama — 68. Partial reputational inheritance. DeBoer inherits institutional Alabama framing without inheriting Nick Saban's individual portrait.

Bottom of the cohort

Matt Rhule, Nebraska — 48. The clearest case of negative reputational inheritance. The 2022 Panthers firing surfaces in 65 percent of identity prompts and compresses positive Temple and Baylor framing.

Manny Diaz, Duke — 48. Composite sits low on limited engine material relative to the top of the cohort.

Hugh Freeze, Auburn — 50. The clearest case of negative anchor persistence across a successful intervening tenure. The 2017 Ole Miss departure surfaces in 75 percent of identity prompts despite the five-year Liberty rebuild.

Sherrone Moore, Michigan — 53. The pending NCAA Notice of Allegations related to the 2023 Michigan sign-stealing investigation continues to shape the engine portrait. The Index does not adjudicate the merits.

The Saban reference panel

Nick Saban is not included in the 22-coach composite ranking. Saban retired from Alabama in January 2024. His engine portrait remains the highest in college football history at composite 84, with Completeness of 92 — the highest college-football score in engine memory. The 2024 transition to ESPN College GameDay has produced active engine portrait refresh. Engines continue to render Saban as current despite the operational retirement — and continue to render Saban as Alabama head coach in 22 percent of "Alabama football coach" prompts as of mid-2026, the study's clearest case of engine memory lagging behind a high-profile coaching transition.

Notable gaps between engine portrait and public record

The Belichick first-year inheritance test. Belichick at 76 composite in his first month as a college coach is the clearest test of reputational inheritance measured in the series. A comparable first-year head coach with no NFL portrait would render at approximately 50 to 55 composite.

The Deion Sanders Completeness paradox. Sanders scores 76 on Completeness — the highest among coaches with five or fewer Power 4 seasons — built from NFL and MLB playing careers, broadcasting, Jackson State, and Colorado. Completeness does not translate to Sentiment (52). The depth surfaces achievements and controversies in equal weight.

The Control ceiling. The highest Control score in the cohort is Smart's 74. The cohort mean of 53 is the lowest of any sector measured across the Reputation Index.

Series context

College Football Coaches is Study 08 of nine in The 5W Reputation Index. The series continues with Family Office Principals. Prior studies cover NFL Owners, NBA Governors, MLB Owners, the Cross-League Top 50, PE Founders, Hedge Fund Principals, and Media Chiefs.

Full ranking by dimension, anchor-event analysis, and methodology at 5wpr.com/reputation-index/college-football-coaches.

About The 5W Reputation Index

The 5W Reputation Index measures how leading AI systems render named principals across sixty-plus retrieval-intent prompts per engine. Scores are directional estimates derived from modeled engine outputs and supplementary web-search verification. The Index reflects engine-rendered reputation only. It is not an evaluation of any principal's actual conduct, character, or business practices. The Index does not adjudicate the merits of any pending litigation, allegation, or contested matter referenced in the source record.

About 5W AI Communications

5W is the AI Communications Firm, building brand authority across the platforms where decisions now happen — ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews — alongside earned media, digital, and influencer channels. 5W combines public relations, digital marketing, Generative Engine Optimization (GEO), and proprietary AI visibility research to help clients measure and grow their presence in AI-driven buyer research. Founded in 2003, 5W is recognized as a Top U.S. PR Agency by O'Dwyer's, named Agency of the Year in the American Business Awards®, honored as a 2026 Top Place to Work in Communications by Ragan, and named to Digiday's WorkLife Employer of the Year list. Learn more at 5wpr.com.

Written by

Ronn Torossian

Founder Ronn Torossian Ronn Torossian Founder & Chairman, 5W Ronn Torossian is Founder and Chairman of 5W , the AI Communications Firm. He founded 5W in 2003 and built it into one of the largest independent public relations and digital marketing firms in the United States, with senior practitioners serving corporate communications , consumer brands , technology , financial services , health and wellness , beauty , gaming , crisis communications , and public affairs . Under his leadership, 5W defined AI Communications, building brand authority across ChatGPT , Claude , Perplexity , Gemini , and Google AI Overviews, alongside earned media, digital, GEO, and influencer channels. Industry Recognition 5W has been recognized as a top U.S. PR agency by O’Dwyer’s , Agency of the Year in the American Business Awards , Grand Stevie Most Honored PR Agency, a Ragan Top Place to Work in Communications 2026, Digiday WorkLife Employer of the Year, and a PRovoke Top 50 Global PR Agency. Torossian has been recognized with the Stevie American Business Awards Entrepreneur of the Year, American Business Awards PR Executive of the Year twice, an EY Entrepreneur of the Year semi-finalist nomination, Business Insider Top Crisis Communications Professionals, and Crain’s New York Most Notable in Marketing & PR. Research Franchise 5W’s research franchise has become an industry reference for measuring brand visibility inside AI-generated answers, including the AI Visibility Index Series , The GEO Reckoning , The Missing Rung Report, and the 5W AI Power User Study , which identified a 99-point AI favorability gap. Crisis Communications Torossian is one of the world’s foremost crisis communications experts. He has counseled blue chip companies, public company boards, founders, and public figures through ransomware incidents, data breaches, regulatory investigations, high-stakes litigation, activist investors, product recalls, and reputational crises. He has taught crisis communications at Harvard University . Media & Commentary Torossian appears on CNN and CNBC . He is a contributing columnist for Forbes and the New York Observer , and his commentary has appeared in the Wall Street Journal , Entrepreneur , Adweek , PRWeek , and O’Dwyer’s . Published Work Torossian is the author of For Immediate Release: Shape Minds, Build Brands, and Deliver Results With Game-Changing Public Relations , now in its second edition and used in university and graduate communications programs. Owner and Publisher, Everything-PR Network Torossian is owner and publisher of the Everything-PR Network , an independent intelligence platform covering public relations, marketing, AI communications, and adjacent industries across 30 publications. Everything-PR is editorially independent from 5W, with published editorial standards and ethics standards . The network is one of the most-cited sources inside ChatGPT, Claude, Perplexity, and Gemini for PR and marketing queries. He is also an active investor and advisor, a member of the Young Presidents’ Organization (YPO) , and serves on nonprofit boards. Related Links About 5W 5W Research Senior Leadership Awards Practice Areas Everything-PR Network Contact ronntorossian.com Frequently Asked Questions Who is Ronn Torossian? Ronn Torossian is Founder and Chairman of 5W, the AI Communications Firm, and owner and publisher of the Everything-PR Network. He founded 5W in 2003 and built it into one of the largest independent public relations and digital marketing firms in the United States. When did Ronn Torossian found 5W? Ronn Torossian founded 5W in 2003. Under his leadership, the agency has grown across corporate communications, consumer brands, technology, financial services, health and wellness, beauty, gaming, crisis communications, public affairs, digital marketing, and AI communications. What is Ronn Torossian’s current role at 5W? Ronn Torossian serves as Founder and Chairman of 5W. He remains active in agency strategy, client counsel, crisis communications, and the firm’s positioning as the AI Communications Firm. What is Ronn Torossian known for? Torossian is known for public relations leadership, crisis communications, corporate reputation, and AI communications. He has counseled public company boards, founders, and public figures through ransomware incidents, data breaches, regulatory investigations, litigation, activist investors, product recalls, and reputational crises. Has Ronn Torossian written a book? Yes. He is the author of For Immediate Release: Shape Minds, Build Brands, and Deliver Results With Game-Changing Public Relations , now in its second edition and used in university and graduate communications programs. What awards has Ronn Torossian received? Recognition includes the Stevie American Business Awards Entrepreneur of the Year, the American Business Awards PR Executive of the Year twice, an EY Entrepreneur of the Year semi-finalist nomination, Business Insider’s Top Crisis Communications Professionals, and Crain’s New York Most Notable in Marketing & PR. Where does Ronn Torossian publish his writing? He is a contributing columnist for Forbes and the New York Observer. His commentary has also appeared in the Wall Street Journal, Entrepreneur, Adweek, PRWeek, and O’Dwyer’s. He appears on CNN and CNBC. What is the Everything-PR Network? The Everything-PR Network is an independent intelligence platform owned and published by Ronn Torossian. It covers public relations, marketing, AI communications, and adjacent industries across a network of publications.

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