AI-Powered Scraping v2.5

Resilient Web Scraping
Without Selectors

Provide any URL and a JSON schema. Our API crawls the page, cleans the layout, and extracts structured, validated data instantly. Powered by Gemini 2.5 Flash.

Start Playground View API Docs

Built for Modern Data Pipelines

Traditional scrapers break weekly. QueryScrape adapts dynamically to frontend rewrites.

100% Selector-Free

Never write or fix another CSS selector or XPath. The model reads pages visual-first and text-first.

Javascript Rendering

Equipped with headless Playwright to automatically crawl and execute JavaScript for complex Single Page Apps.

Schema Enforced

Input dynamic definitions and get validated Pydantic-shaped JSON outputs that slot straight into your database.

Fractional Cost

Powered by Gemini 2.5 Flash, costing under $0.005 per extraction. High profit-margin unit economics.

Interactive Extraction Playground

Define your schema, pass a URL, and extract live data instantly.

Configuration

Schema Definition

Configure parameters and click "Run Extraction" to see structured output.

Simple API Integration

Plug QueryScrape straight into your existing code in seconds.

import requests

url = "http://YOUR_API_IP:8000/extract"
headers = {
    "X-API-Key": "your_secure_sk_key",
    "Content-Type": "application/json"
}
payload = {
    "url": "https://books.toscrape.com/",
    "is_list": True,
    "dynamic": False,
    "fields": [
        {"name": "title", "type": "string", "description": "The book title."},
        {"name": "price", "type": "string", "description": "Price of the book."}
    ]
}

response = requests.post(url, json=payload, headers=headers)
print(response.json())
const fetch = require('node-fetch');

const url = "http://YOUR_API_IP:8000/extract";
const headers = {
  "X-API-Key": "your_secure_sk_key",
  "Content-Type": "application/json"
};
const payload = {
  url: "https://books.toscrape.com/",
  is_list: true,
  dynamic: false,
  fields: [
    { name: "title", type: "string", description: "The book title." },
    { name: "price", type: "string", description: "Price of the book." }
  ]
};

fetch(url, {
  method: 'POST',
  headers: headers,
  body: JSON.stringify(payload)
})
.then(res => res.json())
.then(json => console.log(json));
curl -X POST "http://YOUR_API_IP:8000/extract" \
     -H "X-API-Key: your_secure_sk_key" \
     -H "Content-Type: application/json" \
     -d '{
       "url": "https://books.toscrape.com/",
       "is_list": true,
       "dynamic": false,
       "fields": [
         {"name": "title", "type": "string", "description": "The book title."},
         {"name": "price", "type": "string", "description": "Price of the book."}
       ]
     }'