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Gudea Uses AI to Spot Social Media Crises Before They Escalate

As generative AI lowers the barrier to coordinated disinformation, Gudea positions itself as the internet’s “storm tracker,” aiming to give organizations the early warning they need to act before a single post spirals into a full‑blown crisis.

Radwan AbdulhadiEditor and technology writer

Published: October 15, 2026 · Updated: October 15, 2026 · 5 min read

Gudea Uses AI to Spot Social Media Crises Before They Escalate — Image: TechCrunch

AI‑Powered Narrative Tracking

Every day, conversations unfold across social media and websites worldwide, and a seemingly insignificant post—whether it involves AI‑generated misinformation, hate speech, or a damaging rumor—can quickly snowball into a much larger public controversy. Gudea, a company that tracks how stories and rumors spread online and describes itself as the “storm tracker for the internet,” is using AI to help organizations spot trouble brewing online before it turns into a crisis. Unlike traditional social listening platforms, which only track metrics such as mentions, hashtags, and impressions, Gudea aims to show organizations who is driving a conversation, how information is moving, how quickly a story is gaining traction, and where it could be headed. Rather than simply tallying posts, its AI analyzes behavior, relationships, and the pathways through which information travels across more than 500 mainstream and fringe websites and platforms, including X, Reddit, and TikTok. The platform provides context behind mention growth so decision‑makers can determine how and whether to respond. For more details, read the coverage on **TechCrunch**.

CEO and founder Keith Presley emphasized the proactive stance the company advocates. “These big industries don’t understand that there are things they can do proactively to defend their reputation and their brand,” he said, noting that many chief communications officers still rely on legacy tools that only count hashtags or impressions. Presley, who previously built infrastructure for Andrew Yang’s presidential campaign, co‑founded Gudea in 2023 with Jonathan Sperber, the firm’s chief strategy officer, and James Thomin, Gudea’s CTO, who holds a Ph.D. in chemical engineering and has two decades of AI and machine learning experience. The team’s origins trace back to the George Washington Initiative, a nonprofit formed after the 2020 election that adapted intelligence community tactics used overseas to disrupt online networks tied to groups such as Al Qaeda and ISIS, applying them to domestic information campaigns. The goal was to identify online environments where information campaigns were taking shape and to disrupt the pathways that allowed those narratives to reach wider audiences. However, the founders discovered that existing tools did not reveal how information actually moved across people, groups, and platforms—a gap that became the opening for Gudea. For a deeper look at the company’s mission, visit its website **Gudea**.

Beyond Simple Mentions and Hashtags

Traditional social listening platforms often stop at counting mentions, hashtags, and impressions, leaving organizations blind to the underlying dynamics of a conversation. Gudea’s AI goes further by mapping the relationships between users, tracking the speed at which a story gains momentum, and predicting potential escalation paths. This approach enables clients to see not just that a topic is trending, but why it is trending and who is amplifying it. The technology is designed to give decision‑makers actionable context rather than raw data. By understanding the narrative flow, companies can decide whether to intervene, amplify, or simply monitor a developing situation. The platform’s emphasis on behavioral analysis and network mapping sets it apart in a crowded market. For more on how Gudea’s methodology works, check out the **AI** category coverage.

Rapid Client Growth and Funding

Three years after its founding, Gudea has nearly 40 clients, ranging from a Fortune 50 telecommunications company and a Fortune 50 retailer to one of the world’s largest AI labs, a major music band, public relations agencies, crisis communications firms, and government bodies. The diverse client base illustrates the universal need for early warning systems as generative AI lowers the cost and effort required to produce content and coordinate online campaigns. “When we first started in 2021, and then as a company in 2023, we maybe saw one out of four things we looked at have inauthentic activity around it,” Presley noted. “Now it’s probably nine out of ten things that we look at have this inauthentic activity.” This increase in synthetic content has amplified the demand for Gudea’s technology. The company’s growth trajectory was underscored by a recent seed round in which it raised $7 million, co‑led by Mudita Venture Partners and Silicon Road Ventures. The new investment brings the startup’s total funding to approximately $15 million, positioning it for further expansion. The funding will support the rollout of upcoming features, including geolocation for narratives. For more on how Gudea is scaling its operations, refer to the **Startup Battlefield stage at TechCrunch Disrupt 2026** coverage.

Future Plans: Geolocation and Expanded Access

Looking further ahead, Gudea plans to expand its ability to understand where narratives originate and how they spread. One major upcoming initiative is geolocation for narratives, slated for next year. The technology is intended to allow users to identify where conversations are happening with far greater precision, down to the city‑block level, Presley explains. This granular insight will enable clients to target interventions more accurately and to assess the local impact of emerging stories. In addition to geolocation, Gudea aims to give customers greater access to the tools behind its analysis. For example, a company could eventually run an advertising campaign through Gudea’s AI model before launching it and get a better idea of whether the strategy is likely to produce a negative outcome or not. By democratizing access to its predictive capabilities, Gudea hopes to empower organizations of all sizes to make data‑driven decisions about their online reputation. For ticket information on the event where Gudea presented its vision, see the **BOOK NOW** page.