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ACCESS Newswire
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Red Lab, LLC: Virlo Publishes First Year-in-Review After Scaling to 62,000+ Users in Under 10 Months

NEW YORK CITY, NEW YORK / ACCESS Newswire / January 5, 2026 / Virlo, a short-form video intelligence platform built for creators, operators, and researchers, today released its first Year-in-Review, detailing how the company scaled from zero to more than 62,000 users and 3,200+ paying subscribers in under ten months.

Virlo was founded on a clear thesis: as creators increasingly become businesses, access to high-quality, actionable data will determine who compounds and who falls behind. Short-form video has become the most influential communication medium on the internet, shaping culture, commerce, and decision-making in real time. Yet the tooling to understand it remains fragmented, reactive, and largely inaccessible.

Virlo exists to change that.

Launched on March 1, 2025 by a bootstrapped three-person team, Virlo began with no users, no revenue, and no existing audience. In just ten months, the platform grew from zero to:

  • 62,115 total users

  • 3,261 paying subscribers

  • 9,101 connected creator accounts

All growth was achieved organically, without acquisitions, legacy distribution, or pre-seeded data.

"Creators today are already operating as businesses, whether they think of themselves that way or not," said Virlo's founder Nicolas Mauro (@bolcoto on X) "But most are still making decisions based on intuition and screenshots. We built Virlo to give creators and operators real leverage - data they can actually act on."

From Early Curiosity to Sustained Usage

Virlo's first year focused on a core challenge: moving users from curiosity-driven usage to long-term, sustained engagement.

Early traction validated demand, but retention required sharper focus. Over the course of 2025, the company intentionally pivoted away from serving a broad, undefined creator audience and toward higher-intent users with repeatable workflows.

While the transition slowed growth in the short term, it resulted in stronger retention and a more durable subscriber base as growth resumed.

Evolving Into an Intelligence Platform

What began as a lightweight monitoring tool evolved into a full intelligence layer for short-form video.

Throughout 2025, Virlo shipped:

  • Cross-platform daily trend ingestion

  • Topic-level clustering instead of isolated signals

  • Custom Niches for user-defined markets

  • Orbit, a narrative-level social listening and research engine

  • Content Studio for turning data into usable outputs

  • Public APIs for developers and researchers

Rather than answering "what went viral," Virlo increasingly focused on answering "why it matters, and what's changing underneath."

Broadening Use Cases Beyond Creators

The launch of Orbit and Custom Niches expanded Virlo's audience well beyond individual creators. Today, the platform is used for:

  • Market and consumer research

  • Editorial and media analysis

  • Academic and exploratory research

  • Strategic planning and competitive intelligence

According to the company, this reflects a broader structural shift: narratives now form and spread faster than institutions can track them, yet remain under-instrumented by serious data infrastructure.

What Comes Next

Virlo says its next phase will emphasize depth over breadth, with priorities including:

  • More precise narrative resolution

  • Predictive and near-real-time insight

  • Ads and paid media intelligence

  • Continued refinement of the product surface

  • Expansion of its research and data platform

"Short-form video isn't a trend," the company notes. "It's the emotional layer of the modern internet. It's where culture forms and decisions are made in real time. Virlo exists to map it."

The full Year-in-Review is available at:
https://virlo.ai/blog/virlo-year-in-review

Media Contact
Nicolas Mauro
Email: nic@virlo.ai
Website: https://virlo.ai
LinkedIn: https://www.linkedin.com/company/virloapp/

SOURCE: Red Lab, LLC



View the original press release on ACCESS Newswire:
https://www.accessnewswire.com/newsroom/en/computers-technology-and-internet/virlo-publishes-first-year-in-review-after-scaling-to-62-000-user-1123730

© 2026 ACCESS Newswire
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