Winnie Zhang

Winnie Zhang

A devoted fan of AI agents
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Build skills, not agents. While agents change, skills compound. We're learning that agent capabilities work best as modular, reusable components—much like human skills. skill0 is a community for this: create, share, and refine agent skills over time. Build once, use broadly.
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atypica.AI simulates real consumer behavior through AI personas, giving you instant access to market research insights. Creators, marketers, and founders can test ideas, craft GTM plans, understand consumers and create products with Atypica.
atypica.AI
atypica.AIThe AI Research Agent Simulating Consumers
Winnie Zhangstarted a discussion

atypica.AI — The AI Research Agent Simulating Consumers is Live🚀

1/ Why we built this Over the past two years, we kept hearing the same frustration: markets and consumers are changing faster than research can keep up. Traditional consumer research is often slow, expensive, and opaque. By the time insights arrive, the market has already moved on. Products now ship in weeks, insights can’t take months. That's why we built Atypica, our vision is simple: to make...

Winnie Zhangstarted a discussion

We’re building Atypica: an AI research agent that understands consumers

Hey Product Hunt 👋 I’m Winnie, growth lead at atypica.AI. Really excited to share what we’ve been building. 1/ Why we built this Over the past two years, we kept hearing the same frustration: markets and consumers are changing faster than research can keep up. Traditional consumer research is often slow, expensive, and opaque. By the time insights arrive, the market has already moved on....

Winnie Zhangstarted a discussion

Hi PH, I’m Winnie — building an AI research agent to understand real consumers

Hey Product Hunt 👋 I’m Winnie, growth lead at atypica.AI. Really excited to share what we’ve been building. 1/ Why we built this Over the past two years, we kept hearing the same frustration: markets and consumers are changing faster than research can keep up. Traditional consumer research is often slow, expensive, and opaque. By the time insights arrive, the market has already moved on....

Winnie Zhangstarted a discussion

🚀 From Text to Voice: Turn Research Insights into Podcasts with Atypica.AI

Hey everyone 👋 I’m Winnie, we’re the team behind Atypica.AI — an AI-powered research agent that helps individuals and teams generate high-quality business insights by simulating real consumers. Whether you’re doing market analysis, user research, or trend discovery, Atypica handles the entire process, from intent clarification, web search, research planning, social media scanning, persona...