AI agents
Give your agent real-time web access with structured outputs. Plug into LangChain, LlamaIndex, or your own runtime.
Send a URL and a JSON schema, get back validated data in one API call. Anti-bot, proxies and AI extraction are included, and you only pay when it works.
100 free pages to start · No credit card · Upgrade anytime
A real extraction, pre-rendered so it's always live. Start free with your own API key to extract any URL.
curl -X POST https://app.getextracto.dev/v1/extract \
-H "Authorization: Bearer $API_KEY" \
-H "Content-Type: application/json" \
-d '{
"url": "https://www.amazon.com/dp/B0CHX1W1XY",
"schema": {
"title": "string",
"price": "number",
"rating": "number",
"reviews_count": "number"
}
}' import os, requests
res = requests.post(
"https://app.getextracto.dev/v1/extract",
headers={"Authorization": f"Bearer {os.environ['API_KEY']}"},
json={
"url": "https://www.amazon.com/dp/B0CHX1W1XY",
"schema": {
"title": "string",
"price": "number",
"rating": "number",
"reviews_count": "number",
},
},
timeout=30,
)
product = res.json()["data"]
print(product["title"], product["price"]) import fetch from "node-fetch";
const res = await fetch("https://app.getextracto.dev/v1/extract", {
method: "POST",
headers: {
Authorization: `Bearer ${process.env.API_KEY}`,
"Content-Type": "application/json",
},
body: JSON.stringify({
url: "https://www.amazon.com/dp/B0CHX1W1XY",
schema: {
title: "string",
price: "number",
rating: "number",
reviews_count: "number",
},
}),
});
const { data } = await res.json();
console.log(data.title, data.price); import { Extracto } from "extracto";
import { z } from "zod";
const client = new Extracto({ apiKey: process.env.API_KEY! });
const product = await client.extract({
url: "https://www.amazon.com/dp/B0CHX1W1XY",
schema: {
title: z.string(),
price: z.number(),
rating: z.number(),
reviews_count: z.number().int(),
},
});
// product is fully typed
product.title; // string
product.price; // number {
"data": {
"title": "Sony WH-1000XM5 Wireless Headphones",
"price": 348.00,
"rating": 4.6,
"reviews_count": 12847
},
"extracted_in_ms": 1840,
"cached": false,
"credits_used": 1
} Send a schema, get back validated JSON. No prompt engineering. No HTML parsing.
Why
Failed scrapes and cache hits cost zero credits, automatically. You never pay for a block, a retry, or an empty page. Every response reports its credits_used.
Headless browser, JS rendering, residential proxies and anti-bot bypass, all built in. A hard site costs exactly the same as an easy one. No proxy add-on, no stealth multiplier.
Schema-validated JSON in one call, no separate AI subscription and no $89/mo add-on. Valid output against your schema, or a clean error that costs you nothing.
Our scrape endpoint is API-compatible. Keep your code, point it at Extracto, and the same calls keep working while your bill drops.
Clean markdown, HTML or links; schema-validated JSON; or every URL on a site. One renderer, one transparent credit system: scrape 1, extract 5, map 1.
Plug Extracto straight into Claude, Cursor, or any MCP client. Your agent scrapes, maps and extracts with no glue code.
Comparison
Honest comparison. No asterisks. No marketing footnotes.
| Feature | Extracto | Firecrawl | Diffbot | DIY (Playwright + LLM) |
|---|---|---|---|---|
| Pay only for successful calls (fails + cache free) | ||||
| Anti-bot at one flat price (no proxy multiplier) | ||||
| AI extraction included (no add-on) | partial | |||
| Schema-validated JSON in one call | partial | |||
| Anti-bot bypass + proxies included | ||||
| Async jobs + signed webhooks | partial | |||
| MCP server for AI agents | ||||
| Setup time | 2 min | 5 min | days | weeks |
Pricing as of 2026 from public price pages. See our detailed comparisons.
Use cases
Give your agent real-time web access with structured outputs. Plug into LangChain, LlamaIndex, or your own runtime.
Track competitor prices, stock levels, and product changes across thousands of pages on a schedule.
Pull company data, contact info, and recent news from any site. Feed clean rows into your CRM.
Guarantee
If a scrape fails, you do not pay. Not a single credit. You are billed only when we hand back the data you asked for.
Failures free
Blocks, retries and empty pages cost zero credits, automatically.
Cache free
A repeated request served from cache is never charged twice.
Fully transparent
Every response reports its exact credits_used. No surprise multipliers.
Pricing
Every plan starts on the free tier, no credit card. Upgrade or downgrade anytime from the dashboard.
Pages are billed in credits. A scrape (markdown, HTML, or links) uses
1 credit, an AI extraction uses
5 credits, and /map
uses 1 credit. Anti-bot pages cost the same flat
price, with no multiplier. Cache hits and failed requests are
free. Every API response reports its
credits_used.
Higher volume, custom rate limits, SLAs, and a DPA.
FAQ
Straight answers, no fine print. Email the founder with anything not covered here.
Make your first Extracto extraction in 30 seconds.
100 free pages to start. No credit card required.