Visual Agent startup Chance AI SECures Multi-Million Dollar Seed Round Led by Meitu, Reaches 200,000 Users
May 20, 2026 — Chance AI, a pioneering startup in the Visual Agent sector, has announced the completion of a multi-million dollar seed funding round. The Investment was led by Meitu, with participation from NYX Ventures and Alibaba-affiliated investment firms. The newly acquired capital will be dedicated to iterating model capabilities, expanding its user base among North American students, and exploring commUnity building and commercialization strategies.
Founded in 2025, Chance AI has launched the world's first AI product centered around the camera as its primary interface—the Visual Agent. Unlike traditional AI APPlications that rely on text input boxes, Chance AI allows users to simply capture their surroundings. The system then interprets the visual intent to provide judgments, suggestions, and actionable plans.
Dr. Xi Zeng, the founder of Chance AI, possesses a unique background spanning academia and industry. He holds a Ph.D. in cognitive science and Contemporary Art from the UniveRSIty of Barcelona and has held product and design leadership roles at OnePlus and OPPO. Most recently, he was part of the flow department at ByteDance, contributing to the zero-to-one development of AI products like Doubao.
This combination of "academia + hardware + software" experience led Dr. Zeng to a critical insight: while large language models (LLMs) excel at answering questions, they often fall short in supporting human judgment based on visual perception.
Top-Tier Technology and User-Centric Logic
On the technical front, Chance AI's Visual Agent has achieved remarkable performance, ranking first globally on the MMMU-Pro multimodal reasoning benchmark with an accuracy of 86.07%, surpassing the human baseline of 85.4%.
The product operates on a logic of "See — UnderStand Intent — Call Agent — Take Action," rather than the traditional "Snap — Identify — Return Result" model. As users interact with the app, it builds a Personal visual mEMOry, learning indiVidual style preferences, wardrobe inventory, and social image.
"Chance AI doesn't just understand images; it understands why the user took the photo, what problem they are trying to solve, and what their next step should be," stated Dr. Zeng.
Rapid Growth Among the "Visual Native" Generation
To date, Chance AI has accumulated approximately 200,000 users across more than 35 countries, with about 40% of its user base located in North America. The product boasts a significant 30-day retention rate of 49.2%, far exceeding industry standards, and has topped the Product Hunt daily charts twice.
The company strategically targeted young women in North America, particularly college students, as its initial demographic. Known as the "Visual Native" generation, these users grew up immersed in the visual cultures of Instagram, TikTok, and selfies, making visual-first interaction their natural mode of expression. Core usage scenarios currently include Aesthetic accumulation, personal image analysis, outfit checking, design judgment, and social expression.
Early growth has been driven by a campus-focused strategy, establishing networks at universities such as NYU and USC to gather seed users and real-world feedback.
future Roadmap and Investor perspective
Regarding its business model, Chance AI is planning for premium feature subscriptions, hardware licensing, and cautious ad recommendations. However, the current priority remains cultivating user habits. In the long term, the company aims to evolve from a Visual Agent tool into an AI-native lifestyle community where users share agent-generated content and interact around style and aesthetics.
A global investment executive at Meitu commented on the investment: "We believe the next stage of consumer AI applications involves integrating more naturally into users' daily decision-making and expression processes. We see Chance AI evolving visual AI from simple image reCognition to aesthetic taste. This is why we invested—they have productized complex AI capabilities and brought them into the aesthetic lives of young users worldwide."
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