The AI Verdict: New Index Reveals How Machines Judge NFL's Elite

MIAMI, FL – June 10, 2026 – For decades, the reputations of National Football League owners were forged in boardrooms, on the sports pages, and through stadium-building philanthropy. Today, a new and powerful arbiter has entered the arena: artificial intelligence. A groundbreaking study released by 5W AI Communications reveals a stark new reality where the digital legacies of these billionaires are now being defined, judged, and synthesized by machine minds.

The inaugural “5W Reputation Index” for NFL Owners is a sobering look in the digital mirror. It found Atlanta Falcons owner Arthur Blank at the top of the league with a composite reputation score of 82, while Joel Glazer of the Tampa Bay Buccaneers sits at the very bottom with a score of 38. The 44-point chasm between them isn’t just a data point; it’s a powerful growth signal indicating a seismic shift in how public perception is formed and managed. The forces shaping these scores reveal that in the age of AI, a single misstep can permanently overwrite a lifetime of achievements.

The New Arbiters of Reputation

The study moves beyond traditional polling or media mentions, instead querying the world’s leading AI engines—ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews—to measure how they portray each of the 32 owners. Using over sixty prompts for each individual, the firm scored them across five critical dimensions: Accuracy (is the information correct?), Sentiment (is the tone positive or negative?), Completeness (how deep is the portrait?), Consistency (is the narrative coherent?), and Control (how much is the narrative driven by the owner’s own primary sources?).

The results expose a new kind of vulnerability. Dallas Cowboys owner Jerry Jones, arguably the most famous owner in sports, ranks tenth. While he scored highest in the league for Completeness (88), his middling Sentiment score (50) dragged his composite ranking down to 70. The AI models know a lot about him, but much of what they choose to synthesize is not favorable. In contrast, Arthur Blank’s top score is attributed to a long-cultivated and “disciplined narrative density,” which seamlessly blends his public-facing role as the co-founder of The Home Depot with his leadership of the Falcons.

This new methodology reflects a crucial change in information consumption. AI-driven answer engines are rapidly replacing traditional search lists as the primary source for casual and professional research. What these systems say about a person is, for a growing majority, the definitive truth. The study is a clear signal that the battlefield for reputation has moved to a new, algorithmic frontier.

The Lasting Sting of 'Anchor Events'

Perhaps the most potent finding from the Index is the outsized power of what the report calls “anchor events.” These are significant, often negative, moments that become so dominant in the digital record that they permanently reorganize an individual’s AI-rendered portrait. The study notes that “one bad afternoon outlasts a decade of championships.”

Joel Glazer’s league-worst score of 38 is a case in point. The AI engines’ negative portrayal is driven almost entirely by “Manchester United spillover”—the widespread and sustained fan protests against his family’s ownership of the English soccer club. His tenure as owner of the Super Bowl-winning Buccaneers is a mere footnote. Tellingly, his score on the “Control” dimension was zero, indicating a complete lack of primary-source material to counterbalance the negative press.

Other owners are similarly defined by their worst moments. The AI portrait of Miami Dolphins owner Stephen Ross (ranked 29th with a score of 42) is dominated by the 2022 Brian Flores litigation, which alleged Ross offered to pay for losses. For Carolina Panthers owner David Tepper (ranked 28th with a score of 49), a November 2023 incident where he tossed a drink on a fan now defines his public image in AI-generated summaries. Even New England Patriots owner Robert Kraft, who ranks a respectable eighth, sees his Sentiment score suppressed by the persistent surfacing of a 2019 solicitation charge, despite the charges being dismissed years ago. These anchor events accumulate in engine memory, forming a digital scar that is difficult, if not impossible, to erase.

A New Playbook for the Digital Age

The vast disparity in scores points to a critical, and largely ignored, component of modern leadership: the active construction of a digital narrative. “Owners spend hundreds of millions on stadiums, players, broadcast rights. They spend nothing on narrative infrastructure,” said Ronn Torossian, Founder & Chairman of 5W AI Communications, in the press release. “Then a single bad event becomes the entire portrait — and there's nothing on the record to push back with. Build it before you need it.”

This call to build “narrative infrastructure” is a signal for a strategic pivot toward what the tech and PR industries are calling Generative Engine Optimization (GEO). Unlike traditional SEO, which focuses on ranking in a list of links, GEO is about shaping the content within the AI’s direct answer. It involves creating a robust ecosystem of high-quality, primary-source material—books, in-depth interviews, foundation websites, annual letters—that AI models can ingest and cite as authoritative.

This is a long-term strategy of building “narrative density.” An owner with a deep well of accessible, factual, and consistent information about their business philosophy, philanthropic efforts, and community involvement provides the AI with a richer, more balanced data set to draw from. Without this, the algorithms are left to synthesize a portrait from the loudest and often most negative sources available, such as news reports of scandals and litigation. The study signals that passivity is no longer a viable strategy; executives must become active architects of their own digital legacy.

Beyond the Owner's Box: A Broader Signal

While the 5W Reputation Index focused on the NFL, its implications extend to every public-facing leader, from Fortune 500 CEOs to politicians and philanthropists. The study is one of the first to quantify how AI has become a form of “reputational memory infrastructure” for our entire society, constantly synthesizing and re-telling the stories of our most prominent figures. This ushers in an era where managing one’s AI-rendered reputation is as critical as managing quarterly earnings or public approval ratings.

This new reality presents profound challenges. It demands a new kind of fluency from public relations and communications professionals, who must now understand the mechanics of large language models as well as they understand media relations. It also raises urgent questions about algorithmic bias, the persistence of misinformation, and the fairness of a system where context is often lost and past mistakes are algorithmically immortalized.

For executives and investors, the growth signal is clear: a leader’s value and a company’s brand are now inextricably linked to a digital narrative curated by machines. Proactively building and managing that narrative is no longer just good PR—it is a fundamental component of modern business strategy and risk management.