Gudea Uses AI to Track Online Rumor Spread and Prevent Social Media Crises
Gudea analyzes behavior and relationships across 500+ platforms to help organizations spot brewing controversies before they escalate into major reputational issues.
Key points
- Gudea uses AI to track information pathways across more than 500 mainstream and fringe websites.
- The platform analyzes behavior and relationships rather than just counting mentions or impressions.
- CEO Keith Presley presented the company's proactive reputation defense strategy at TechCrunch Disrupt 2026.
Gudea, a startup that monitors how stories and rumors spread online, is deploying artificial intelligence to help organizations identify potential social media crises before they fully erupt. According to a report by TechCrunch, the company aims to provide early warnings for controversies involving misinformation, hate speech, or damaging rumors.
Unlike traditional social listening tools that focus on metrics like hashtag counts and impression totals, Gudea analyzes the underlying behavior and relationships driving online conversations. The platform tracks how information moves across more than 500 mainstream and fringe websites, including X, Reddit, and TikTok, to determine the trajectory of emerging stories.
Context and Background
Gudea pitched its mission on the Startup Battlefield stage at TechCrunch Disrupt 2026 on Wednesday afternoon. CEO and founder Keith Presley argued that many large industries fail to take proactive steps to defend their reputations and brands against online threats. He noted that chief communications and marketing officers often rely on legacy tools that are limited to providing basic volume metrics rather than actionable context.
Presley stated that these older tools were only ever designed to tell users the number of hashtags or impressions, leaving decision-makers without the deeper insight needed to determine how or whether to respond to rising mentions. Gudea seeks to fill this gap by showing organizations who is driving a conversation and how quickly a story is gaining traction.
Who Is Affected
The company was founded in 2023 by Presley, Jonathan Sperber, and James Thomin. Presley brings more than 15 years of experience in political campaigns and defense, including work building infrastructure for Andrew Yang’s presidential campaign. Sperber serves as chief strategy officer and has a background in disinformation research, while CTO James Thomin holds a Ph.D. in chemical engineering and roughly two decades of AI experience.
Presley described Gudea’s path to becoming a startup as unusual, noting that he never initially wanted to build a company. The team combines expertise in political strategy, disinformation analysis, and machine learning to create what Presley calls a “storm tracker for the internet” that helps clients understand the context behind online growth.
What should you do?
Organizations should evaluate whether their current social listening tools provide sufficient context regarding the source and spread of online conversations. Decision-makers should look for platforms that analyze relationships and information pathways rather than just tallying posts. Companies should consider how quickly emerging stories gain traction and where they might head to plan appropriate responses.
What to do and how to stay safe: Gudea
- Review current social media monitoring tools to determine if they offer behavioral analysis rather than just metric counts.
- Identify key influencers and information pathways within your industry to understand how rumors might spread.
- Establish clear protocols for responding to early signs of controversy based on context rather than volume alone.
- Monitor both mainstream and fringe platforms to detect emerging narratives before they reach major networks.
Step-by-step guide: Prompt Injection Warning Signs: How to Spot AI Manipulation
General security guidance from the Threat Times newsroom. It is not confirmed advice from the organisations named in this story.
Frequently asked questions
How does Gudea differ from traditional social listening platforms?
Gudea analyzes behavior, relationships, and information pathways across more than 500 websites, whereas traditional tools primarily track metrics like mentions, hashtags, and impressions.
Who founded Gudea and what is their background?
Gudea was founded in 2023 by Keith Presley, Jonathan Sperber, and James Thomin, who combine experience in political campaigns, disinformation research, and AI.
What platforms does Gudea monitor?
The company tracks conversations across more than 500 mainstream and fringe websites and platforms, including X, Reddit, and TikTok.
