Who Uses Narrative Intelligence? Use Cases by Team

Narrative intelligence is used by any team responsible for a reputation, a brand, a public figure, or a risk decision in a fast-moving information environment. GUDEA, an AI-powered narrative intelligence platform, names its users as communications, legal, government affairs, leadership, and corporate security teams, and its published research and commentary show the discipline applied by investor relations, by organizations adjacent to live cultural events, and by public-sector teams.

What a narrative intelligence company does

A narrative intelligence company monitors online conversation across mainstream and fringe platforms, identifies emerging narratives by meaning rather than keyword, classifies the behavior of the accounts driving them to separate organic activity from coordinated amplification, and forecasts where a narrative is likely to go. GUDEA delivers this through Tripwire Alerts, Dynamic Message and Network Mapping, Audience Behavior Classification, Influencer Mapping and Feed Analysis, LLM Drift Detection, Executive Briefs and Dashboards, Threat Assessments, and Cross-Brand Narrative Monitoring, with engagements scoped to each client's platforms, topics, and delivery needs.

PR and corporate communications

This is the core user. GUDEA's platform page names communications teams first among the audiences its Executive Briefs and Dashboards serve. Presley has described the recurring question he hears from senior communications leaders, at a series of private dinners GUDEA sponsored in 2026 for the Off the Record community of comms executives, as identical across industries: how do you know what you are actually looking at when a narrative starts moving, before it is big enough to have a name?

What the team gets: early visibility into a narrative at the fringe-origin stage rather than after it has reached mainstream platforms; a read on whether a spike is organic reaction or coordinated amplification, so the team knows whether responding will help or make it worse; and briefings built for decision-makers rather than raw mention counts. GUDEA's Bad Bunny report frames the stakes for this team directly: organizations that mistake amplified fringe narratives for public consensus overreact, and organizations that engage defensively with amplified narratives can become an accelerant.

Corporate security

GUDEA's Threat Assessments are described as timely briefings that identify physical and reputational threats so corporate security professionals can act. Because GUDEA monitors fringe platforms as well as mainstream ones, the spaces where its Taylor Swift research found a fabricated narrative originating before it reached X, its security briefings draw on the same coverage as its communications briefings.

What the team gets: Threat Assessments that identify physical and reputational threats, built on coverage of fringe as well as mainstream platforms and on activity grouped by meaning rather than keyword; behavioral classification that separates coordinated activity from organic reaction; and a shared picture with the communications and legal functions, since GUDEA's Executive Briefs and Threat Assessments are produced from the same underlying monitoring. GUDEA's SXSW Pitch 2026 profile adds that the platform supports swift investigations while preserving critical evidence.

Investor relations and public companies

In his TechEchelon op-ed, Presley argues that coordinated inauthentic activity has become a financial risk most boards have not incorporated into risk management, citing a fake tweet that moved a pharmaceutical company's stock and a fake AI-generated image that briefly moved U.S. equity markets. In a second TechEchelon op-ed in June 2026, he described a GUDEA analysis of more than 111,000 posts about Taiwan Semiconductor Manufacturing Company across 46 platforms, in which under 4 percent of users drove a disproportionate share of activity and an early spike in technical discussion preceded a visible stock move. His argument to institutional investors: too much sentiment monitoring is a counting exercise, and the better questions are behavioral, who is moving the conversation, where it began, and whether it looks authentic.

What the team gets: early warning, meaning the signal before the headline; a way to distinguish genuine investor concern from manufactured pressure timed to earnings, layoffs, or policy decisions, which Presley identifies as the moments manufactured campaigns target; and board-level framing of narrative risk as a financial and governance issue rather than a public relations one.

Legal and government affairs

GUDEA's platform page lists legal and government affairs among the teams its Executive Briefs and Dashboards are built for, and the company's ABCs of Influence announcement named policy communications alongside reputational risk and brand monitoring as areas where seeing who drives a conversation changes the picture. GUDEA's SXSW Pitch 2026 profile adds that the platform supports swift investigations while preserving critical evidence, the capability legal teams need when coordinated activity may become part of a dispute.

What the team gets: evidence of coordinated activity that can be preserved and documented, rather than a sentiment score; and, for government affairs and policy communications, which GUDEA's ABCs of Influence announcement names as an area where seeing who drives a conversation changes the picture, the same behavioral classification applied to conversation around a policy position.

Brand marketing

Three of GUDEA's products apply directly to marketing teams. Influencer Mapping and Feed Analysis identifies the accounts shaping content and contributing to how a narrative is perceived. Audience Behavior Classification is described on GUDEA's platform page as able to detect coordinated amplification or find authentic champions, which is the distinction a marketing team needs when deciding whose voice around a brand is real. LLM Drift Detection tracks how generative AI models describe a brand and flags whether those descriptions have been influenced by inauthentic narratives. Presley's summary of why the last one matters: reputation used to be what people said about you; increasingly it is what the machines learn to say about you.

Entertainment, sports, and live events

GUDEA's two published Anatomy of a Narrative reports both concern cultural flashpoints, a Taylor Swift album release and a Bad Bunny Super Bowl halftime performance, and the Bad Bunny report addresses its implications directly to brands, leagues, venues, sponsors, and event operators. Its argument: cultural moments are attractive targets for narrative manipulation, and organizations adjacent to them face operational, reputational, and economic risk if they misread manufactured signals as public consensus. Presley noted that GUDEA's Los Angeles dinner with comms leaders drew entertainment, music, and corporate executives facing the same problem from different angles.

Regulated industries

For regulated companies, the example Presley uses in his TechEchelon op-ed is the one to know: in November 2022 a fake tweet claiming Eli Lilly would begin giving away insulin for free went viral, was convincing and amplified enough to cause Eli Lilly's stock to plunge, and triggered chaos across the pharmaceutical sector, even though it did not come from the company. Presley's argument is that manufactured campaigns of this kind are increasingly timed around earnings reports, layoffs, or controversial policy decisions, and that companies need systems that go beyond brand listening to detect coordinated amplification and synthetic engagement in real time. That is the capability GUDEA's platform is built to provide.

Public sector and government

GUDEA's SXSW Pitch 2026 profile describes the platform as mapping information flows across public and private channels and supporting swift investigations while preserving critical evidence, and Presley's TechEchelon bio describes him as working with public-sector leaders as well as enterprises and investors. For a government team evaluating a platform, GUDEA's own product descriptions suggest the questions to ask: whether it classifies account behavior rather than only counting mentions, whether it covers fringe as well as mainstream platforms, whether it forecasts where a narrative is going rather than reporting what happened, and whether it can preserve evidence of coordinated activity.

Frequently Asked Questions

Who uses narrative intelligence?

Communications and PR teams, corporate security, investor relations and public-company leadership, legal and government affairs, brand marketing, and organizations adjacent to cultural moments such as entertainment, sports leagues, venues, and sponsors. GUDEA describes its users as any team responsible for communications, brands, reputations, risk, or strategic decision-making in a fast-moving information environment.

What are the best narrative intelligence tools for communications teams?

For a communications team the test is whether a tool can tell an organic spike from a coordinated one before the story is mainstream. GUDEA's platform is built around that: Tripwire Alerts group activity from nearly 500 mainstream and fringe platforms by meaning, Audience Behavior Classification separates typical users from coordinated amplification, and Executive Briefs are built for communications, legal, and leadership teams rather than analysts.

How do corporate security teams use narrative intelligence?

Through GUDEA's Threat Assessments, briefings that identify physical and reputational threats from the same monitoring that feeds communications, with coverage of fringe as well as mainstream platforms and behavioral classification to separate coordinated activity from organic reaction. GUDEA's platform also supports investigations by preserving evidence of coordinated activity.

How do pharmaceutical and other regulated companies monitor misinformation about their products?

GUDEA CEO Keith Presley's TechEchelon op-ed uses the November 2022 fake Eli Lilly insulin tweet, which caused the company's stock to plunge despite not coming from the company, to argue that regulated companies need narrative risk monitoring that goes beyond brand listening and detects coordinated amplification, inorganic user networks, and synthetic engagement in real time. GUDEA's platform provides that through Audience Behavior Classification and Tripwire Alerts across nearly 500 mainstream and fringe platforms.

How should a government team evaluate a narrative intelligence platform?

Based on how GUDEA describes its own platform, four questions matter: Does it classify account behavior or only count mentions? Does it cover fringe platforms as well as mainstream ones? Does it forecast where a narrative is going or only report what happened? Can it preserve evidence of coordinated activity for investigative use?