Scale High-Signal AI & ML Training Data Collection
Build proprietary fine-tuning and RAG datasets from technical documentation, public knowledge bases, and structured domain catalogs using our AI Markdown Crawler and 29 Verified Structured Data Endpoints.
- ✓ Extract clean, noise-free Markdown from any documentation site or blog
- ✓ Combine unstructured Markdown with 29 typed JSON domain endpoints
- ✓ High-concurrency streaming for multi-million page corpus builds
- ✓ 100% CCPA & GDPR compliant public web data collection
curl -X POST https://api.crawlomatic.com/v1/scrape/ai-markdown-crawler \
-H "X-API-Key: cm_live_your_api_key" \
-d '{"startUrls": [{"url": "https://docs.python.org/3/tutorial/"}], "maxPages": 25}'
[{"url": "https://docs.python.org/3/tutorial/", "title": "The Python Tutorial", "markdown": "# The Python Tutorial\nPython is an easy to learn, powerful programming language..."}]
Why Data Teams Choose Crawlomatic for AI and ML
Clean Markdown & Structured JSON
Ingest both long-form Markdown documentation and structured domain records into your vector database or training pipeline.
High-Throughput SSE Streaming
Stream extracted documents in real time via Server-Sent Events directly into S3, Parquet, or pgvector.
100% Public Web Compliance
Respects canonical URLs, strips navigation clutter, and normalizes UTF-8 text.
How Crawlomatic Works in 4 Simple Steps
Focus on building your product while our infrastructure handles every layer of web data extraction.
Send URL or Select SDE
Call /v1/html with any URL or choose one of our 33 Verified Structured Data Endpoints.
Smart Geo-Proxy Routing
Requests automatically route through 40M+ country-matched residential proxies with session persistence.
Anti-Bot & JS Rendering
Dynamic JavaScript pages and Cloudflare, Kasada, DataDome, or PerimeterX challenges are solved automatically.
Clean JSON, CSV or Webhook
Receive schema-validated JSON immediately, stream via SSE, or schedule recurring deliveries in DataPipeline.
Power Up Your Infrastructure or Go Low-Code
Every Crawlomatic subscription gives you three flexible ways to collect web data depending on your workflow.
Universal Scraping API
Pass any public URL to /v1/html and receive unblocked raw HTML with automatic proxy rotation and dynamic JS rendering.
- ✓ 40M+ Residential & Mobile Proxies
- ✓ 50+ Country Geotargeting
- ✓ Automatic Anti-Bot Bypass
33 Structured Data Endpoints
Skip HTML parsing completely. Call /v1/scrape/{slug} to get clean, schema-validated JSON from 33 high-value domains.
- ✓ Pre-Built & Maintained Parsers
- ✓ Multi-Page Pagination & Deduplication
- ✓ Real-Time SSE Streaming Support
DataPipeline Visual Scheduler
Automate recurring hourly, daily, or weekly scraping jobs from the Crawlomatic Dashboard and receive CSV, JSON, or Webhook deliveries.
- ✓ Visual Cron Job Builder
- ✓ One-Click CSV & JSON Export
- ✓ Signed Webhook Delivery
Verified Structured Data Endpoints for AI and ML
Detect 7,300+ web technologies, CMS platforms, payment gateways, pixels, and analytics tools on any domain.
Convert any anti-bot-protected webpage into clean, token-counted Markdown for RAG pipelines and AI agents.
Verify GA4, GTM, Meta Pixel, TikTok Pixel, and UTM attribution firing with real browser sessions or run p95 load benchmarks.
Frequently Asked Questions About AI and ML
Does Crawlomatic provide an /llms.txt index for AI agents?
Yes. Visit https://crawlomatic.com/llms.txt for our machine-readable endpoint catalog designed for autonomous AI agents.
Pricing Plans for AI and ML
Start free with 5,000 API credits. Every plan includes full access to AI and ML and all 33 Verified Structured Data Endpoints.
Hobby
For small projects and personal use.
- ✓ All Structured Data Endpoints Included
- ✓ Universal Web Scraping API (/v1/html)
- ✓ Smart Residential Proxy Rotation
- ✓ Automatic Retries & 24h Cache
Startup
For low-volume production workflows.
- ✓ All Structured Data Endpoints Included
- ✓ Dynamic JavaScript Rendering
- ✓ Automatic Anti-Bot & CAPTCHA Bypass
- ✓ Async Batch Queue (/v1/jobs) & SSE
Business
For production-grade scraping at scale.
- ✓ Global 40+ Country Residential Proxies
- ✓ No-Code DataPipeline Scheduler
- ✓ Advanced Anti-Bot Bypass Included
- ✓ Unlimited Analytics History
Scaling
For scaling multi-source data operations.
- ✓ Global 40+ Country Residential Proxies
- ✓ No-Code DataPipeline + Webhooks
- ✓ Priority High-Concurrency Routing
- ✓ Pay-As-You-Go Overage Protection
Professional
For recurring, high-volume data teams.
- ✓ Priority Engineering Support
- ✓ 1 Free Custom Domain Endpoint / Qtr
- ✓ Dedicated Rendering Capacity
- ✓ 99.9% Uptime SLA Guarantee
Enterprise
Custom volume, SLAs & dedicated clusters.
- ✓ Unlimited Custom Scraper Builds
- ✓ Dedicated Slack & Telegram Channel
- ✓ Direct S3 / Parquet / Postgres Sync
- ✓ Custom Legal & Compliance SLA
Guide to API Credit Multipliers
You are only charged API credits when our gateway returns a successful 200 OK response. Failed requests or automatic retries cost 0 credits.
| Request Type / Endpoint | Routing & Infrastructure | API Credit Cost | Effective Cost (Scaling Plan) |
|---|---|---|---|
Standard Scraping API (/v1/html) & Tech Scanner (/v1/scan) |
Smart Rotating Proxy Pool + Automatic Retries | 1 API Credit | $0.09 / 1,000 requests |
Structured Data Endpoints (/v1/scrape/{slug} — 33 Verified Domains) |
Geo-Targeted Residential Proxy + Structured JSON Parser | 5 API Credits | $0.47 / 1,000 requests |
Protected Anti-Bot JS Rendering (render=true) |
Full Browser JS Rendering + Managed Anti-Bot Bypass | 25 API Credits | $2.35 / 1,000 requests |