Winnie Zhang

Winnie Zhang

A devoted fan of AI agents

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Winnie Zhang

3d ago

skill0 - Open library for agent skills

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.

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 market and consumer research 100 faster, 100 cheaper, and broader, not just the priority of Fortune 500 companies.
2/ What Atypica does

atypica.AI is an AI-powered research agent simulating consumers that helps individuals and teams get insights in MINUTES.

Winnie Zhang

7d ago

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. Products now ship in weeks, insights can t take months.
That's why we built Atypica, our vision is simple: to make market and consumer research 100 faster, 100 more affordable, and accessible to far more people, not just Fortune 500 companies.
2/ What Atypica does

atypica.AI is an AI-powered research agent simulating consumers that helps individuals and teams get insights in MINUTES.

Winnie Zhang

7d ago

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. Products now ship in weeks, insights can t take months.
That's why we built Atypica, our vision is simple: to make market and consumer research 100 faster, 100 more affordable, and accessible to far more people, not just Fortune 500 companies.
2/ What Atypica does

atypica.AI is an AI-powered research agent simulating consumers that helps individuals and teams get insights in MINUTES.

Winnie Zhang

2mo ago

🚀 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 generation, interactive interviews, to report generation all in just a few minutes.

And now, insights just got more alive.

We re excited to introduce the Atypica AI Podcast
After generating your research report
you can now turn it into a natural, voice-based podcast with a single click.