Extract Web Data for AI & LLM Training
Fuel machine learning models, LLMs, and generative AI with high-quality, structured data from real-world web sources.
PAIN POINTS
Challenges in Training AI with Web Data
80% Data Cleaning Tax
Engineers waste 80% of their time stripping HTML noise and boilerplate. 'Dirty' data leads to poor tokenization and high preprocessing costs.
Fragile Pipeline Maintenance
Custom scripts break 30% of the time on dynamic sites. This leads to inconsistent training sets and constant manual repair cycles.
Information Scarcity
Models suffer when data is limited to easy-to-scrape sites. Missing out on niche, authenticated, or multilingual sources creates biased outputs.
Manual Labeling Bottlenecks
Relying on human cleanup slows iterations by weeks. Without structured input, model fine-tuning becomes an expensive, manual chore.
Stale Model Outputs
OModels trained on month-old data lose accuracy in real-time markets. Slow refresh rates lead to hallucinations based on outdated information.
BENEFITS
Production-Ready Data for AI Pipelines
Web-Scale Extraction
Ingest 1M+ structured records daily. Capture data from dynamic sites and authenticated portals while bypassing 100% of complex anti-bot hurdles.
70% Less Pre-processing
Deliver 'LLM-ready' data. Built-in deduplication and noise removal eliminate 70% of the manual cleaning required before tokenization.
Instant ML Stack Integration
Go from raw URL to live API in minutes. Stream structured JSON directly into S3, Pinecone, or your training loops via no-code webhooks.
Stop Paying for Ghost Tokens
Did you know that up to 40% of an LLM’s context window is often wasted on noise like navigation menus and footer links? ScrapeWise strips this waste at the source, ensuring every cent of your compute budget goes toward actual learning.
HOW IT WORKS
From Raw Web Data to AI Training Sets
Collect Web-Scale Content
Extract data from a wide range of web sources — including behind login, dynamic pages, or multilingual content.
Clean, Structure, and Normalize
De-duplicate and enrich content to build high-quality input for supervised or unsupervised learning models.
Deliver to Your ML Stack
Send data directly to your AI pipeline via REST API, S3, or scheduled CSV exports.
Build Better Models with Better Data
Scrapewise automates the collection and preparation of large-scale web datasets for AI/ML training, fine-tuning, or evaluation workflows — helping your team move faster and smarter.
FAQ
Frequently Asked Questions
Everything you need to know about AI-ready data extraction with Scrapewise.
Yes. Scrapewise helps you extract clean, structured, and scalable web datasets for pretraining, fine-tuning, or validation of AI/ML models.