Gudea Raises $7M Seed to Predict Which Online Narratives Go Viral

Gudea has raised $7 million in seed funding to predict which online narratives will go viral — and who is driving them. Mudita Venture Partners and Silicon Road Ventures co-led the round, bringing the Minneapolis-based startup's total funding to roughly $15 million since its 2023 inception, co-founder and CEO Keith Presley told Crunchbase News.

The company says revenue has grown 357% year over year. Its 39 customers include major AI companies and businesses in telecommunications, entertainment and retail, though Gudea declined to name them, citing the sensitive nature of its work. The startup employs approximately 25 people.

Gudea's premise: tracking mentions and hashtags tells companies only part of the story. The startup maps how information moves across people, groups and platforms — covering more than 600 social media platforms — then predicts how far a narrative will spread, when it will take off, and when it will fade.

Presley describes the product as the "storm tracker for the internet."

"As a meteorologist uses patterns to predict the weather, we're using patterns to predict information," he said in an interview.

Where did the technology come from?

The business grew out of the George Washington Initiative, a nonprofit that adapted intelligence-community tactics used to disrupt online Al Qaeda and ISIS networks for domestic information campaigns. The team initially searched for existing software that could show how information traveled. Social listening tools proved insufficient.

CTO and co-founder James Thomin began building technology to map those pathways. The turning point came when the team examined the backlash against Bud Light's marketing campaign with actor Dylan Mulvaney. The campaign's critics used the same information pathways that had carried COVID disinformation, Presley noted.

The team realized "that these patterns were repeating, and that there was a much broader use case," he recalled. The technology spun out into a company in 2023.

Its initial commercial focus has been reputational risk management — helping large businesses spot consequential stories before they spread widely.

"We don't need to know what we're looking for to find it, so we can find all of those good or bad narratives before you know what keywords you should be searching for," Presley said.

How does Gudea spot manipulation?

The company assesses whether users or accounts exhibiting unusual behavior are driving online conversations. It also tracks how narratives migrate from less visible online communities into mainstream platforms.

Gudea conducted an analysis — for press coverage rather than for Swift, who was not a client — of online claims linking Taylor Swift to Nazism around an album release. Director of client experience Georgia Paul said the analysis uncovered that the narrative was being manipulated.

The company says its work has also covered corporate espionage and stock market manipulation. More recently, it has examined how conversations about data centers affect businesses in AI and energy. The technology can also identify positive trends companies might capitalize on, according to Paul.

On the technical side, Gudea uses deep learning, including graph neural networks, to analyze behavior, and a large language model to summarize findings.

"Those behavior patterns are like fingerprints, and so our AI then recognizes those fingerprints, pulls it out, and then we use an LLM to summarize," Presley said.

What separates Gudea from competitors?

Presley cited Blackbird, Cyabra and Alethea as competitors in narrative intelligence. He positions prediction as Gudea's distinguishing feature. The startup tells customers "how long till it goes viral, how many people will be impacted, and how long till it goes away," he said.

Gudea sells software through offerings that include alerts, platform access and automatically delivered reports. The reports emerged from work with senior executives unlikely to log into a platform themselves.

Buddy Foster, investor at Mudita Venture Partners, argues AI is changing how stories spread and that most tools on the market are "reactive and surface-layer."

"Damage to a brand is now starting in the fringe parts of the internet and builds momentum before it ever reaches a headline. It's a big problem," Foster wrote via email. "Gudea has built a solution that has the potential to own the market and know more than just the headlines. They can really see what is coming before it's a problem."

He added: "Gudea models how information moves across the internet and hundreds of platforms, so it can spot a problem before anyone knows to search for it. Since it looks at behavior instead of content, its ability to be proactive gets better even as the internet gets more clouded."

What comes next?

Gudea plans to use the new capital to expand its team, develop new features and broaden coverage across platforms, languages and regions. The broader aim remains tied to its nonprofit origins: making the mechanisms behind online information more visible.

"People are making real-world decisions off of what they see online, and not all of that information is authentic," Presley said.