@bilalarief241

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

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