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Nextract / AI Training Data

E-commerce data for
training AI and ML models.

Nextract provides structured, deduplicated product data from 30+ marketplaces — ready for training product classifiers, recommendation engines, pricing models, and NLP pipelines. No raw HTML, no parsing headaches.

Start free — first month included Enterprise dataset delivery →

5,000 credits free your first month · No card required

AI/ML use cases

What teams build with Nextract data.

Pricing models
Train dynamic pricing models with real-time and scheduled price signals across competitor SKUs and marketplaces.
Product recommendation engines
Feed product catalogues — titles, categories, attributes, and pricing — into collaborative filtering or content-based models.
NLP & text classification
Product titles, descriptions, and reviews as training corpora for category classification, sentiment analysis, and search ranking models.
Category taxonomy mapping
Cross-platform product category data to train mapping models that normalise inconsistent taxonomies across marketplaces.
Computer vision datasets
Product image URLs with structured metadata — for training visual search, image quality scoring, and product matching models.
Time-series price data
Track price changes over time for forecasting models, demand elasticity studies, and competitive intelligence systems.
Data schema

Every field your model expects.

Product title (raw)
Product title (normalised)
Full description
Category path (L1–L4)
Brand name
MRP
Selling price
Discount %
In-stock boolean
Platform identifier
Rating (avg)
Review count
Image URLs (array)
Variant/pack size
Seller name
Platform name
Delivery options
SaaS API

Query by ASIN, keyword, or category via the Nextract REST API. Get structured JSON output ready for your ML pipeline. Start with 5,000 credits free.

View API docs
Enterprise Bulk Delivery

Need large datasets in Parquet, JSON Lines, or CSV pushed to your S3 or BigQuery? Enterprise plans support custom schemas, high-volume delivery, and MSA.

Talk to enterprise

Start building with commerce data.

5,000 credits free your first month. API access included.

Get started free Enterprise bulk delivery