Ignacio Hernando@ignaher12

Wedge turns a one-line product idea into a one-page Market Opportunity Brief in about sixty seconds. Founders and product marketers burn weeks on manual competitive research — opening tabs, reading reviews, and piecing together where the gaps are. Wedge collapses that into a single paste-and-wait flow. You type an idea like "an AI meeting note-taker for sales teams." An LLM planner turns it into targeted search queries and review-site hints. Wedge then uses Bright Data's SERP API to discover the dominant competitors, and the Web Unlocker to pull real G2 review data and customer complaints straight from anti-bot-protected pages. A second LLM pass clusters the raw complaints, surfaces recurring pain themes, and drafts concrete opportunity gaps and positioning angles. The result is a structured, source-linked brief: a competitor table with ratings and review counts, complaint themes backed by real quotes and links, and synthesized openings where the market is underserved. Progress streams live over Server-Sent Events, so you watch the research happen instead of staring at a spinner. Every run is persisted in SQLite, enabling a "watch this idea" mode that re-runs weekly and emails a delta of what changed — making Wedge a continuous GTM intelligence companion, not just a one-shot tool.

🌍 Hybrid Hackathon | 💻 Online Build: May 25–30,2026 | 📍 SF Onsite Finale: May 30–31,2026 We’ve unlocked the web for your AI. Now build what wasn’t possible before. Build AI agents with live web data, then join the SF onsite finale at Bright Data’s new Web Data Loft. 🚀 The onsite experience will take place during the opening of Bright Data’s new SF space, The Web Data Loft. 📍 On-site Venue (May 30–31): The Web Data Loft 625 2nd St, San Francisco, CA 🏆 $18,300 cash prize + Bright Data AI Startup Program opportunities 🍕 Free food, drinks, networking, workshops, mentorship, and live demos 🎁 Onsite attendees are automatically entered into a live giveaway for 4 × $100 Amazon gift cards. 🧑‍💻 Apply now to build AI agents powered by real-time web access.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.