Built for AI teams

AI-native web scraping orchestration

AI-native web scraping orchestration. Our AI turns any page into schema-aligned JSON and falls back across providers and models when one fails.

Puppeteer

Playwright

Make

Zapier

n8n

Resend

AWS

Redis

Rows

Airtable

Replace 10+ tools with one

webscraping.app

AI-native

Any page into structured JSON

Reads raw HTML and returns JSON that matches your schema.

Raw HTMLshop.example/p/airmax-90

<article class="product">
  <h1>Air Max 90 - White</h1>
  <span class="price">$129.99</span>
  <div class="stock in">In stock</div>
  <div class="rating" data-score="4.7">
    <span>4.7</span> (1,284 reviews)
  </div>
  <img src="/img/airmax90.jpg" />
</article>

Structured JSONschema-validated

{
  "title": "Air Max 90 - White",
  "price": 129.99,
  "currency": "USD",
  "inStock": true,
  "rating": 4.7,
  "reviewCount": 1284,
  "image": "https://shop.example/img/airmax90.jpg"
}

Example output. Schema-aligned JSON from any page.

Built for scraping

Schema enforcement and confidence scoring, tuned for web data.

Cheap models first

Escalates to stronger models only when confidence drops.

Auto-fallback

If a model fails, the next one runs automatically.

AI-native stack

Works with the AI stack you already use

Bring your own models and keys. We orchestrate extraction, routing, and fallback across providers you trust.

OpenAI

Anthropic

Google Gemini

Vercel AI SDK

Jina AI

Meta Llama

How It Works

Define a flow. Watch it run.

Three steps from raw URL to structured data.

Configure

Pick providers, set fallback order, define your output schema.

Orchestrate

The engine routes requests, handles failures, and retries across providers.

Monitor

Watch every step, fallback and result - in real time.

Features

Built for reliability, not demos

8providers, one fallback chain

10k+runs in beta

< 2 minto first result

Works with the tools you already use

Firecrawl

Jina

Apify

Bright Data

Oxylabs

ScraperAPI

ScrapingBee

Zyte

Firecrawl

Jina

Apify

Bright Data

Oxylabs

ScraperAPI

ScrapingBee

Zyte

Your Data Layer

One dataset connects crawlers and scrapers. Here's how.

Typed schemas

Define fields once. Every item validated automatically.

Data branches

Isolate data per client or environment. Same schema, separate items and variables.

Input/output mapping

Bind scraper params to config fields. Zero custom code.

Crawler finds 142 URLs

Writes each URL as a new item into Config

Scraper reads each URL

Picks items from Config as input parameters

Results stored as artifacts

Every run keeps structured output - browse, download, or pipe into the next step

AI-native web scraping orchestration