Scraping Product Hunt in 2026: Daily Launches, Trending Products & Maker Data

Product Hunt is the launchpad for startups. Every day, hundreds of products compete for upvotes, and the data behind those launches — makers, categories, upvote trajectories, taglines — is pure gold for startup researchers, investors, and founders doing competitive intelligence. But scraping it? That's where things get interesting. Why Scrape Product Hunt? Here are the top use cases I've seen: Launch intelligence : Track what's launching daily in your niche. Get alerts when a competitor drops a new product. Startup research : Build databases of startups by category, founding date, and traction signals. Competitor monitoring : Watch how competing products perform over time — upvotes, comments, maker activity. Investor research : Spot trending categories early. See which makers are serial launchers. Content curation : Auto-generate "Top AI tools launched this week" roundups. The Challenge: It's Not a Simple Website Product Hunt is a single-page application powered by Apollo GraphQL . If