Intelligence, the company behind the Design Arena AI‑feedback platform, closed a $7.9 million seed round on Monday. Index Ventures led the round, with participation from Conviction’s Sarah Guo and Mike Vernal, A* Capital, Valkyrie and other investors. The capital injection arrives as Design Arena reports $60 million in annual recurring revenue and a user base of 5.3 million worldwide.
Grace Li, who co‑founded the company with a handful of college friends a few weeks before graduating in 2025, described the early days as a search for a way to make AI‑generated games enjoyable. “The models could build functional games, but none of them were fun,” Li said. The team concluded that human judgment was the missing piece, prompting the creation of a platform that crowdsources honest feedback at scale.
Design Arena presents users with a ChatGPT‑style interface where they submit prompts, select input formats—such as text, images, or web pages—and then rank a series of AI‑generated outputs in head‑to‑head comparisons. While the free tier lets individual users experiment, the bulk of the company’s revenue comes from enterprise customers that use the service as a continuous source of human‑led evaluation data for their media‑generating models.
Enterprise clients benefit from the platform’s ability to track how preferences shift across regions and over time. Li noted that dashboards in Asia tend to favor more maximalist design styles, a nuance that automated benchmarks often miss. “Human feedback gives us a reality check that pure metrics can’t provide,” she said.
The seed funding will be used to expand the engineering team, improve the platform’s analytics capabilities, and deepen partnerships with frontier AI labs. Intelligence’s investors see the round as a bet on the growing demand for scalable, high‑quality human feedback in AI development—a market that recent setbacks, such as the Hugging Face breach, have highlighted as vulnerable to manipulation.
Design Arena’s growth contrasts with the fate of other human‑evaluation startups. Yupp, which raised $33 million from a16z crypto’s Chris Dixon, shuttered earlier this year after failing to achieve a sustainable business model. By comparison, LM Arena, a text‑focused competitor, secured $150 million in a Series A in January, underscoring investor confidence in the human‑in‑the‑loop approach when paired with solid revenue streams.
With the new capital, Intelligence aims to solidify its position as a critical data source for AI developers worldwide, turning subjective taste into quantifiable insights that can guide the next generation of generative models.
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