Product Thumbnail

PulpMiner

Converts Any Webpage Into Realtime JSON API 🟢

SaaS
Developer Tools
No-Code

Turn any webpage into a clean, structured realtime JSON API in seconds with PulpMiner. No scraping code required—just enter a URL and your desired JSON format. Get real-time, AI-powered APIs with flexible pricing and instant setup.

Top comment

Hey Product Hunt! 👋 I’m Melvin, and I’m excited (and a bit nervous!) to share my very first product — PulpMiner. PulpMiner helps you turn any webpage into a custom API. Just enter a URL (and optionally a JSON template), and it gives you structured data you can use instantly. I built this to solve my own pain of dealing with complex scrapers, and I hope it can help others too. Some things I’ve included: ✅ AI-powered JSON generation (if you don’t have a template) ✅ Real-time and cached API responses ✅ Lightweight, fast infrastructure via Cloudflare workers ✅ A simple credit-based pricing model — no subscriptions This is a small, bootstrapped project and I’m still learning a lot as I go. Your feedback, questions, or even just a hello would mean a lot! Thanks so much for checking it out 🙏 — Melvin

Comment highlights

Turning any webpage into a live JSON API without a single line of scraping code feels like magic. 🪄

Curious how you handle pages that change markup frequently—do rules auto-adapt, or is there a fallback? Also, what rate limits kick in if I point an endpoint at a high-traffic news site? Even a simple usage graph would help teams budget calls. 🙏

Great work!

Congratulations on launching PulpMiner! This tool effectively solves the challenge of accessing structured data from webpages.

What specific mechanisms does PulpMiner use to ensure data accuracy and real-time updates, and how does it handle different webpage structures for generating JSON APIs?

Congrats on the launch @melvin_george2

I love the idea of the AI-powered JSON generation. I’m really interested to see how it handles different types of data, especially those that change frequently. Excited to give it a go!

Congrats on launching, Melvin! 👏 Turning any webpage into a custom API with minimal friction is such a practical (and often frustrating) problem to solve — and PulpMiner looks like a refreshingly clean solution. AI-powered JSON generation is especially nice for non-devs or folks who just want quick structure without diving into selectors.

The Cloudflare Workers backend is a smart choice too — feels lightweight and scalable.

Love that it’s credit-based and bootstrap-friendly. You’ve clearly built something useful — excited to see how people put it to work!

Super interesting concept! Love how PulpMiner is helping uncover hidden insights from PDFs and documents — something a lot of us deal with daily. Wishing you a successful launch and excited to see where this goes! 🚀

This is wild 🙌🏽....how well does it handle login-gated content or JavaScript-heavy pages?

This is pretty cool, do you plan on adding markdown responses? would be useful to feed into LLMs