Wednesday, 20 August, 2025
Redditor Builds Hiring.Cafe via ChatGPT to Surface 4.1M Real Listings

Frustrated by fake or outdated job postings, Reddit user hamed_n used the ChatGPT API to scrape 4.1 million real-time job listings from LinkedIn, Indeed, and company sites—220,000 of which are remote. He parsed inconsistent job descriptions into clean JSON, enabling powerful filters like industry, title, and experience, and launched Hiring.Cafe. Listings are verified via Apollo.io and Dun & Bradstreet to weed out ghost jobs and improve job-seekers’ experience.
Read full story at Financial Express