Ready-made web datasets, built for AI
Skip the scraping and the cleanup. Get structured, validated, and continuously refreshed datasets — delivered ready to train, fine-tune, and ground your models.
Free sample · No credit card required
"url": "amazon.de/dp/B08...",
"html_node": "\u003Cdiv id...",
"price_raw": "EUR 24.99\n(inc. VAT)",
// messy, nested, unvalidated dataExplore our dataset catalog
Amazon Italy Products
Extensive product data from Amazon Italy including categories, prices, ratings, and variations.
Amazon Germany Automotive & Tools
Detailed automotive parts, motorbikes, accessories, and tools from Amazon Germany.
Amazon UK Stationery & Office
Product data covering office supplies, stationery, electronics accessories, and paper products from Amazon UK.
Amazon US Bedding
Comprehensive home bedding, bath and soft furnishing products from Amazon US, with pricing, ratings and variation data.
Kamera-express (EU) Dataset
Detailed camera and photography equipment data from Kamera-express across Netherlands, Belgium, Germany, and France.
Coolblue (EU) Dataset
Extensive consumer electronics product catalog, pricing, and specs from Coolblue in NL, BE, and DE.
Clean data, zero maintenance
Compliant by design
Every dataset is collected and delivered under a GDPR/CCPA-aware framework, with full audit trails and quality SLAs.
Always fresh
Choose one-time snapshots or scheduled refreshes — daily, weekly, or real-time — so your models never train on stale data.
Model-ready schema
Clean, deduplicated, and normalized into JSON, CSV, or Parquet, ready to ingest into training and RAG pipelines.
From unstructured web to model-ready datasets
Define your scope
Pick from 350+ catalog datasets or specify custom sources, fields, geographies, and refresh frequency.
We collect & structure
Our pipelines crawl at web scale, then clean, deduplicate, and validate every record against your schema.
Delivered your way
Receive data via API, S3, GCS, Azure, Snowflake, or direct download — with hash-verified completeness.
Questions
Datasets are available as JSON, CSV, or Parquet, and can be delivered via API, cloud storage (S3, GCS, Azure), data warehouse load, or direct download.
Yes. Beyond the 350+ ready-made datasets, we design bespoke collection and labeling pipelines around your specific sources, schema, geography, and quality requirements.
You choose. Datasets can be delivered as one-time historical snapshots or kept continuously refreshed on a daily, weekly, or real-time cadence.
All collection runs under a GDPR/CCPA-aware compliance framework with documented data lineage, and we provide quality SLAs on completeness and accuracy.
Absolutely. We provide a free representative sample for any dataset so your team can validate schema, coverage, and quality before committing.
Pricing is per record with volume discounts, or via fixed-fee subscriptions for continuously refreshed feeds. Talk to sales for a quote tailored to your volume.