About this Dataset
Discover the India BiteBox Dataset, a comprehensive collection of curated product data designed for market researchers, retailers, and product teams. The India BiteBox Dataset provides structured information on products, brands, categories, and distribution across India's vibrant food sectors, enabling faster research and smarter decisions. With a consistent schema, reliable updates, and flexible export formats, this dataset helps you build accurate price comparisons, category maps, and supplier profiles. Use it to power competitive analyses, demand forecasting, and go-to-market strategies. For teams evaluating value, we offer free datasets for trial and evaluation to ensure a perfect fit with your workflow.
Why choose the India BiteBox Dataset?
- High-quality, standardized fields across all entries for easy integration into your analytics stack.
- Extensive coverage spanning FMCG, fresh, packaged foods, beverages, and regional specialties across India.
- Regular updates to reflect pricing, availability, brands, and new product launches.
- Flexible delivery formats (CSV, JSON, and API access) to suit your ETL and data science pipelines.
- Licensing designed for commercial use, with clear terms and attribution guidelines.
What’s included
Core data fields
- Product ID, product_name, and SKU
- Brand, category, subcategory, and department
- Price, pack_size, unit, currency, and discount information
- Region, retailer type, and distribution channel
- Stock_status, availability, and launch_date
- Ratings, reviews, and consumer sentiment indicators
- Nutrition facts, ingredients, allergen_info, and dietary tags
- Supplier_id, supplier_name, and contact channels
Delivery formats and data enrichment
- Exports in CSV and JSON for quick ingestion into data lakes and warehouses
- API access for real-time or scheduled pulls and seamless integration
- Semantic tags and taxonomy mappings to support robust product categorization
- Data enrichment options such as allergen flags, organic/bio indicators, and regional variants
Data quality and licensing
Quality is the foundation of the India BiteBox Dataset. Each record undergoes automated validation and periodic human review to ensure accuracy, consistency, and completeness. Updates occur on a regular cadence, so you can trust trend analyses and price monitoring. Licensing is designed for commercial use, with clear terms that support data-driven decision making across procurement, marketing, and product development. You’ll receive comprehensive documentation and field-level definitions to maximize your team’s productivity. If you require attribution, we provide guidelines; if you prefer attribution-free usage, please inquire about our licensing options.
How to access
Getting started is simple. Choose a plan that matches your team’s needs, request access, and download a sample dataset to validate fit. API access enables automated data pulls, while strict rate limits and security controls protect your workflows. Our documentation includes data dictionaries, sample queries, and integration code snippets to accelerate onboarding.
Typical access steps
- Select a plan (monthly or annual) and accept terms
- Request access or start a free trial with a sample dataset
- Download CSV/JSON or connect via API
- Integrate into your dashboards, data warehouse, or ETL pipeline
- Consult our support and documentation as needed
Ready to get started
Unlock powerful insights with the India BiteBox Dataset. Whether you’re building market intelligence, optimizing assortments, or enabling supplier discovery, this dataset provides a solid foundation for data-driven decisions. Request a demo to see how the data fits your use cases, download a free sample dataset for evaluation, or contact sales for pricing and licensing details. Enhance your analytics with reliable, scalable food product data today.
