AI Training Data
Collect structured datasets for training machine learning models. Get clean, labeled data from diverse sources to power your AI applications.
Key Benefits
- Build diverse training datasets
- Collect labeled data at scale
- Create benchmark datasets
- Augment existing datasets
- Reduce data collection costs
AI Training Data without the right tools is a headache
Building ai training data systems from scratch is time-consuming and error-prone. Here's what teams typically struggle with:
Scale is overwhelming
Training modern AI models requires millions of examples from diverse sources.
Quality control is hard
Web data is messy, requiring extensive cleaning and validation before use.
Bias in data
Without careful curation, training data can introduce harmful biases into models.
Format inconsistencies
Different sources provide data in different formats, requiring normalization.
Legal compliance
Using web data for AI training has complex legal implications that require care.
Labeling is expensive
Supervised learning requires labeled data, which is time-consuming to create.
Don't waste weeks building infrastructure. Focus on what matters—your business.
Quick Start for AI Training Data
Simple integration in any language
1import requests23# AI Training Data with Makerhook4def get_ai_training_data_data():5 response = requests.get(6 url="https://api.makerhook.com/v1/scraper/amazon",7 params={8 "url": "TARGET_URL"9 },10 headers={11 "x-api-key": "YOUR_API_KEY"12 }13 )1415 data = response.json()16 print("Status:", response.status_code)17 print("Data:", data)1819 # Process for ai training data20 return data2122get_ai_training_data_data()
{"success": true,"request_id": "req_e94xl1il","credits_used": 1,"data": {"title": "Example Product Title","price": {"amount": 99.99,"currency": "USD"},"rating": 4.7,"reviews_count": 1247,"images": ["https://example.com/image1.jpg","https://example.com/image2.jpg"],"seller": "example_seller"}}
All responses return clean, structured JSON data ready to use in your application.
AI Training Data in 4 simple steps
Go from zero to production in minutes, not weeks
Choose your scrapers
Select from 230+ scrapers optimized for ai training data. We recommend starting with amazon, imdb, wikipedia.
Make your first API call
Use our simple REST API to request data. No complex setup, no infrastructure to manage. Just a single HTTP request.
Receive structured data
Get clean, normalized JSON responses in milliseconds. Data is ready to use—no parsing or cleaning required.
Scale your workflow
Automate ai training data with scheduled jobs, webhooks, and batch processing. Handle millions of requests without infrastructure headaches.
With vs Without Makerhook
See the difference in your ai training data workflow
DIY Scraping | With Makerhook | |
|---|---|---|
| Time to first data | Days to weeks | 5 minutes |
| Infrastructure | Proxies, servers, browsers | One API call |
| Maintenance | Constant updates needed | Zero maintenance |
| Anti-bot handling | Trial and error | Built-in bypass |
| Data format | Raw HTML to parse | Clean JSON |
| Success rate | 60-80% | 99.9% |
Everything you need for ai training data
Makerhook gives you reliable data extraction with enterprise-grade infrastructure
Global Coverage
Access data from any region with our worldwide proxy network. Get localized results for accurate ai training data.
Real-time Data
Get fresh data in milliseconds. Perfect for time-sensitive ai training data that requires up-to-date information.
Enterprise Security
SOC 2 compliant infrastructure with encrypted data transfer. Your ai training data data is safe with us.
Built for developers, by developers
Everything you need to build ai training data into your product
Comprehensive documentation
Detailed guides, API reference, and examples to get you started quickly with ai training data.
Code samples in every language
Python, JavaScript, PHP, Go, Ruby, and more. Copy-paste ready code for your stack.
Webhooks & async processing
Handle large-scale ai training data with async callbacks and batch processing.
Expert support
Real engineers who understand ai training data. Fast, helpful responses.
Other Use Cases
Ready to build ai training data?
Get access to free API credits and start extracting data in minutes. No credit card required.