Parseium
Custom scraping APIs. Deterministic, type-safe, & fast.
2 followers
Custom scraping APIs. Deterministic, type-safe, & fast.
2 followers
Stop relying on slow, hallucinogenic LLMs for scraping. Parseium uses AI to build your parser once, delivering a high-speed, deterministic API endpoint that runs in milliseconds. Includes managed browsers, proxies, and type-safe JSON.





Hey Product Hunt! 👋
I’m David, Founder of Parseium.
If you’ve ever built a data extraction pipeline, you know the struggle: DOM changes break your selectors, maintaining regex is a nightmare, and headless browsers are resource hogs.
Recently, everyone pivoted to LLM-based scraping. It sounds great, but for production, it introduces three massive problems:
1. Latency: Waiting 5+ seconds for an LLM to parse a page.
2. Cost: Paying per token for every single request.
3. Unpredictability: Hallucinations and inconsistent JSON structures.
We built Parseium to fix this.
Parseium takes a fundamentally different approach: We use AI at build time, not runtime.
You give us a URL, and our AI analyzes the page to build a robust, type-safe parser. But once that parser is deployed, it executes as pure, optimized code.
What you get:
⚡ Speed: Millisecond-level parsing (most pages <10ms).
🎯 Determinism: No AI hallucinations. You get the exact data structure you asked for, every time.
🛠️ Developer Control: Edit your parsers via chat or code.
🔌 Full Stack or BYO: Use our managed browsers & proxies (endpoint `/scrape`) OR bring your own HTML and just use our logic (endpoint `/parse`).
📉 Cost Efficiency: Significantly cheaper than running LLMs on every request.
Core Features:
Type-Safe JSON: Strings, Numbers, Booleans, Arrays—auto-detected.
Infrastructure Included: Always-warm browsers and premium rotating proxies.
Integration: A simple REST API that works with Node, Python, Go, or whatever you love.
Public Library: Grab ready-to-use parsers for sites like Instagram, TikTok, GitHub, and Shopify.
🔥 The Offer:
We are currently in Beta, which means the `/parse` endpoint (bring your own HTML) is free with unlimited requests.
We’d love for you to break it, test it, and let us know what you think. Are you team "Pure AI Scraping" or team "Deterministic Code"? Let’s discuss below! 👇
David