GUDEA helps teams see patterns that traditional monitoring tools miss — providing clarity in moments when speed, context, accuracy matter most.
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This report analyzes how one week of conversation around the Texas and Kansas Senate races, nearly a million posts across 27 platforms, was shaped by a Kansas audience largely active in Texas as well, and by a burst of 625 newly registered accounts retweeting the same three posts about a Senate candidate.
GUDEA’s analysis demonstrates how a small cohort of accounts can produce an outsized share of an election conversation, and why reading account behavior, not raw post volume, is critical for separating organic discourse from engineered amplification.
This report analyzes how discourse surrounding a major cultural moment rapidly evolved into a polarized information environment and opposing narratives were simultaneously amplified through coordinated activity.
GUDEA’s analysis demonstrates how cultural flashpoints can become attack surfaces for narrative manipulation, and why understanding who drives narrative velocity is critical for identifying engineered escalation before it reshapes mainstream conversation.


This report analyzes how a false narrative targeting Taylor Swift was strategically introduced online, escalated through coordinated activity, and ultimately reshaped authentic public discourse across platforms.
GUDEA’s analysis demonstrates how narrative manipulation can migrate from fringe spaces into mainstream conversation, and why early detection is critical.
Gudea leverages AI to help organizations prevent social media crises before they erupt
READ THE ARTICLENew Report Says WNBA Trans Debate Is Being Pushed Online for Profit: ‘The Point Is to Sow Division’
READ THE ARTICLEExclusive: Gudea Lands $7M To Predict Which Online Narratives Will Go Viral
READ THE ARTICLEThe Feed Is Fake. That “viral” song, movie, meme, influencer, and celebrity drama was probably the product of a stealth marketing campaign.
READ THE ARTICLEA New Report Has Found That Chappell Roan Was The Target Of A Bot-Driven Online Attack
READ THE ARTICLEDisinformation in Minneapolis Shooting Points at People Who Were Not Involved
READ THE ARTICLE“Kinda Insane How Easily People Fall For Smear Campaigns": People Are Appalled By This New Report About Taylor Swift Discourse
READ THE ARTICLEWild Taylor Swift Conspiracy Theories After Last Album Was Coordinated Effort, Report Claims
READ THE ARTICLE“Taylor Swift Is A Nazi" Narrative Boosted By Coordinated Online Effort, New Report Finds
READ THE ARTICLEWild Taylor Swift Conspiracy Theories After Last Album Was Coordinated Effort, Report Claims
READ THE ARTICLECoordinated online attack sought to suggest Taylor Swift promoted Nazi ideas, research finds
READ THE ARTICLETaylor Swift’s last album sparked bizarre accusations of nazism. It was a coordinated attack.
READ THE ARTICLE