Dany Hakim@danyprastya

Verity is the first hiring intelligence agent designed to solve the growing problem of "ghost jobs". With up to 33% of online postings lacking genuine intent to hire, job seekers waste countless hours applying in the dark, while B2B sales teams rely on corrupted growth signals. Unlike existing tools that simply classify pasted text, Verity is a fully autonomous agent. Users input a plain-English query (like "software engineer"). Verity then uses the Bright Data SERP API to discover live jobs and runs parallel enrichment agents via the Bright Data Web Unlocker to fetch intelligence from sources like Indeed, LinkedIn, and Glassdoor. Verity evaluates 5 critical signals per job: posting age, repost count, headcount trajectory, recent company news, and employee sentiment. Every job receives a deterministic "Hiring Reality Score" (0–100) and a verdict: Real, Suspicious, or Ghost. Crucially, Verity is engineered to prevent AI hallucinations. Using strict closed-context prompting, the LLM (Groq) only synthesizes explanations from explicitly source-tagged signals retrieved by Bright Data tools. Built in just 5 days, Verity transforms unstructured web data into actionable truth for both job seekers and GTM teams

🌍 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.