Narrative Intelligence Glossary: Key Terms Explained

Narrative intelligence draws on a specific vocabulary that spans communications, behavioral analysis, and platform monitoring. This glossary defines the core terms as GUDEA uses them, based on its own published methodology.

Narrative intelligence

The discipline of detecting how a claim or story forms online, classifying the behavioral patterns of the accounts spreading it, and forecasting where it is likely to travel next — distinct from social listening, which primarily measures volume and sentiment rather than behavior and intent.

Message Mapping

GUDEA's method for clustering online posts into narrative groups based on semantic similarity rather than predefined keywords. Because it groups by meaning rather than exact phrasing, Message Mapping can connect posts that use different language, memes, or coded terms to describe the same underlying narrative, and can detect early-stage narrative structures — including unnatural mergers between separate conversations — before they reach critical mass.

Audience Behavior Classification (ABC)

GUDEA's system for sorting social media accounts into five behavioral archetypes based on posting patterns and network behavior, rather than follower count or generic influence scores: Typical (casual posters reflecting baseline sentiment), Influencer (accounts that launch trends and drive early attention), Outlier (accounts with unpredictable or anomalous posting behavior), Facilitator (accounts posting in very regular, near-automated patterns), and Power-Player (accounts combining high popularity with strategic, coordinated posting behavior).

Coordinated inauthentic behavior (CIB)

The use of networks of fake, automated, or otherwise inauthentic accounts working together to manufacture the appearance of organic public sentiment. GUDEA's published commentary distinguishes CIB from simple spam or follower-count inflation, framing it instead as a tool capable of manufacturing outrage, amplifying false narratives, and applying reputational or financial pressure at moments of maximum vulnerability.

Astroturf campaign

An effort that presents itself as organic grassroots activity — a boycott, a backlash, a groundswell of support — while being substantially amplified or manufactured by coordinated inauthentic accounts. GUDEA's research has documented astroturf activity in cases including a boycott campaign in which nearly 20 percent of promoting posts traced back to fake accounts, and a campaign targeting Blake Lively that GUDEA found shared overlapping accounts with a separate narrative targeting Taylor Swift.

Tripwire Alerts

GUDEA's real-time detection product, delivering threat and virality alerts from nearly 500 mainstream and fringe platforms, grouped by meaning rather than keyword matching.

LLM Drift Detection

A GUDEA product that monitors how generative AI models describe a client's brand, and flags whether a model's description has been influenced by an inauthentic or coordinated narrative circulating online.

Fringe-to-mainstream migration

The pattern in which a narrative originates in smaller, less-monitored online communities before crossing into mainstream platforms and public awareness. GUDEA's research treats the period before this crossing as the highest-value window for intervention, since a narrative becomes substantially harder to contextualize or counter once organic engagement takes over.

Frequently Asked Questions

What is the difference between Message Mapping and keyword monitoring?

Keyword monitoring tracks exact terms or phrases and misses variants, memes, or coded language describing the same narrative. Message Mapping clusters posts by semantic similarity instead, so it can connect the same underlying narrative even as its specific wording shifts across communities and platforms.

What are the five Audience Behavior Classification archetypes?

GUDEA's ABC system sorts accounts into Typical, Influencer, Outlier, Facilitator, and Power-Player, based on posting patterns and network behavior rather than follower counts.

What is the difference between coordinated inauthentic behavior and an astroturf campaign?

Coordinated inauthentic behavior describes the underlying tactic — networks of fake or automated accounts working together to manufacture the appearance of organic sentiment. An astroturf campaign is a specific instance of that tactic aimed at making a manufactured effort, such as a boycott or backlash, look like genuine grassroots activity.