Ad Funnel Explorer: Visualizes competitor ad-to-checkout journeys with step-by-step interactive maps.
Product Intelligence: Real-time filters, pricing insights, and AI-powered answers to competitor questions instantly.
Market Dashboard: Tracks competitors, products, prices, discounts, and market trends in real time.

✨ Inspiration

We wanted a fast and automated way to understand what competitors are doing online, including their pricing, funnels, promotions, and website changes, without manually checking dozens of pages every day.

⚡ What it does

Compete tracks competitors across e-commerce sites in real time, analyzes product data, and uses an AI-powered browsing agent to automatically explore ads, landing pages, and checkout funnels. It transforms all of this into clean dashboards, alerts, and a visual funnel map.

🛠 How we built it

We built a full Next.js app with modular UI generated using Vercel’s v0, integrated BrowserCash’s Browser and Agent APIs for automation, used MongoDB for storage, and added Firebase for authentication. The funnel explorer is powered by an AI agent that autonomously browses the web and returns structured insight.

🚧 Challenges we ran into

CAPTCHAs blocking searches
Inconsistent e-commerce flows
The agent breaking mid-journey
Debugging browser automation inside a client-facing app
Next.js bundling issues caused by Playwright-style dependencies

🏆 Accomplishments we're proud of

Building a fully dynamic competitor dashboard
Creating a polished interactive funnel graph
Successfully integrating autonomous browsing
Turning complex web journeys into simple, actionable insights

📚 What we learned

How to stabilize autonomous agents
How to structure unpredictable data
How to design clean UI at scale
How to work around browser automation limits in frameworks such as Next.js with Turbopack and Webpack