Ujjawal Anand@ujjawal_anand759

Every sales team wants to reach buyers early. But today’s B2B intent tools mostly watch the same obvious signals: website visits, content clicks, review activity, and ad engagement. By the time these signals appear, the buyer is already comparing vendors, talking to competitors, or entering an RFP. PreIntent starts from a different belief: the best buying intent does not begin on your website. It begins in the market, before the buyer raises their hand. PreIntent is a convergent GTM intelligence assistant that detects early demand by monitoring three invisible signal layers: 1. Void Scanner Using Bright Data, PreIntent tracks what competitors remove from pricing pages, feature tables, and partner directories. A removed feature, hidden price, or dropped partner can reveal abandoned customers who may soon need a new solution. 2. Compliance Radar PreIntent parses new regulations through AI/ML APIs, maps them to target accounts, and scores deadline pressure. This helps sales teams identify companies that may need to act before they even start searching. 3. Pain Listener Using Featherless AI and Speechmatics, PreIntent analyzes Reddit discussions, community posts, and podcast transcripts to detect practitioner frustration, evaluation language, and active buying pain. The core innovation is the Convergence Engine. Instead of treating each signal separately, PreIntent combines competitor voids, regulatory pressure, and public pain into a single account-level score from 0 to 100. When the score crosses 85, the system automatically creates a Slack alert, CRM task, and AI-generated Intel Brief with evidence, reasoning, and a ready-to-send opening line. PreIntent is not another lead list. It is an early-warning system for GTM teams, helping them act 30 to 90 days before an account becomes visible in traditional intent platforms.

📅 June 12–19, 2026 • June 12: Kick-off Stream • June 12–19: Online Build Phase • June 19: Project Submissions Ends 🌍 Fully online hackathon. Join and build from anywhere in the world. 🤝 Build practical enterprise workflows where AI agents communicate, coordinate, exchange context, and complete work together. 🧠 Powered by Band and Codeband, built for collaborative AI systems and agent orchestration. 🏆 Prize Pool: $10,000+ 🧑‍💻 Apply now to build the next generation of enterprise multi-agent systems.

🌍 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.