Data Extraction API

Extract anything.
From anywhere.

One simple API to scrape the web, parse PDFs, and structure raw data into clean JSON — ready for your pipeline in seconds.

No spam. Just early access when we launch.

✓ You're on the list. We'll be in touch.

REQUEST

            curl -X POST \

              https://api.devextractor.com/v1/extract \

              -H "Authorization: Bearer $API_KEY" \

              -d '{

                "url": "https://example.com/products",

                "format": "json",

                "fields": ["title", "price", "sku"]

              }'

// 200 OK — Structured response
{
  "status": "success",
  "records": 142,
  "data": [{ "title": "Widget Pro", "price": 29.99, "sku": "WP-001" }, ...]
}

// how it works

Up and running
in three steps

No scraper to maintain, no headless browser to configure. Point, extract, ship.

🔑

Get your API key

🎯

Define your target

Pass a URL, a PDF, or raw HTML. Tell us which fields you want — we handle the rest.

📦

Receive clean JSON

Get perfectly structured output. Pipe it straight into your database, warehouse, or AI pipeline.

// what you get

Everything you need.
Nothing you don't.

🌐

Web Scraping

Extract structured data from any URL. Handles JS-rendered pages, pagination, and auth flows.

📄

PDF & Doc Parsing

Send a PDF, get back clean JSON. Tables, forms, invoices — all parsed automatically.

⚡

Structured JSON Output

Define your schema, get perfectly shaped data. No post-processing needed on your end.

🔔

Webhooks & Async

Fire-and-forget mode. Submit a job, get notified via webhook when extraction completes.

🛡️

Anti-bot Bypass

Built-in proxy rotation, fingerprint spoofing, and CAPTCHA handling — transparent to you.

🗂️

Schema Validation

Define a JSON schema, and we'll validate and coerce every extracted field automatically.

📊

Usage Dashboard

Real-time logs, request history, and quota tracking — all in one clean interface.

🔄

Scheduled Runs

Set a cron-like schedule on any extraction job. Get fresh data delivered on autopilot.

// use cases

Built for every
data use case

E-COMMERCE

Price & product intelligence at scale

Monitor competitors, track inventory changes, and sync product catalogs — all in real time without building your own scrapers.

Competitor price monitoring across thousands of SKUs
Automated product catalog enrichment
Inventory and availability tracking
Review and rating aggregation

PYTHON EXAMPLE

            # Track competitor prices daily

            import devextractor

            client = devextractor.Client("$API_KEY")

            result = client.extract(

              url="https://competitor.com/products",

              fields=["name", "price", "stock"],

              schedule="0 9 * * *"

            )

FINANCE

Structured financial data, on demand

Extract earnings reports, filings, and market data from any source — structured and ready for your models.

SEC / regulatory filing extraction
Earnings report parsing into structured JSON
Real-time news and sentiment data feeds
Alternative data sourcing at scale

PDF PARSING

            # Parse a 10-K filing PDF

            result = client.parse_pdf(

              url="https://sec.gov/.../10-K.pdf",

              extract=["revenue", "ebitda", 

                        "net_income", "guidance"]

            )

            # → { "revenue": 42.1B, "ebitda": ... }

AI / LLM

Clean training data & RAG pipelines

Feed your LLMs and RAG systems with high-quality, structured content extracted and cleaned automatically.

Web-scale dataset construction for fine-tuning
Document ingestion pipelines for RAG
Structured knowledge base extraction
Real-time web context for AI agents

RAG PIPELINE

            # Ingest docs for your RAG pipeline

            docs = client.extract_batch(

              urls=my_url_list,

              format="markdown",

              clean=True,

              webhook="https://myapp.com/ingest"

            )

            # Clean text, no boilerplate, no ads

LEGAL & COMPLIANCE

Document review at machine speed

Extract clauses, dates, entities, and obligations from contracts and legal documents automatically.

Contract clause and obligation extraction
Regulatory document monitoring
Entity and jurisdiction identification
Deadline and date extraction

// Extracted contract data
{
  "parties": ["Acme Corp", "Beta Ltd"],
  "effective_date": "2026-01-01",
  "term_months": 24,
  "jurisdiction": "Delaware",
  "obligations": ["..."]
}

RESEARCH

Academic and market research, automated

Collect, structure, and analyze data from academic sources, news, forums, and public datasets at scale.

Academic paper and abstract extraction
News and media monitoring pipelines
Forum and community sentiment analysis feeds
Public dataset aggregation

BATCH JOB

            # Nightly research digest

            job = client.schedule(

              sources=["arxiv.org", "pubmed.gov"],

              query="LLM reasoning 2026",

              fields=["title", "abstract", "authors"],

              cron="0 6 * * *"

            )

// pricing

Simple, transparent
pricing — coming soon

Join the waitlist for early access pricing locked for life.

Starter

$0 _{/ mo}

✓ 500 extractions / month
✓ Web scraping
✓ PDF parsing
✓ JSON output
× Webhooks
× Scheduled runs
× Priority support

JOIN WAITLIST

Pro

$49 _{/ mo}

✓ 25,000 extractions / month
✓ Web scraping
✓ PDF parsing
✓ JSON output
✓ Webhooks
✓ Scheduled runs
× Priority support

GET EARLY ACCESS

Enterprise

Custom

✓ Unlimited extractions
✓ Web scraping
✓ PDF parsing
✓ JSON output
✓ Webhooks
✓ Scheduled runs
✓ Priority support & SLA

All plans include a 14-day free trial. No credit card required.

Extract anything. From anywhere.

Up and runningin three steps

Everything you need.Nothing you don't.

Built for everydata use case