KALORI DATA & INSIGHTS
Real-world nutrition and dining insights, backed by primary data.
From news and media coverage to corporate wellness programs and university research collaborations.
A database of 48,000+ items across 350+ restaurant and convenience chains, combined with anonymized statistics from real consumer dining logs and searches. We support research, media fact-checking, and wellness initiatives.
Inquiries and consultations are free. We provide customized guidance based on your objectives and data scope.
48,000+ items cataloged
Standardized nutrition master data across 350+ Japanese dining and convenience chains.
500,000+ monthly views
Search and browsing signals from users actively looking up nutrition for their meals.
Real dining log data
Real-world meal and combination statistics from users actively tracking calories and PFC.
Use Cases
Serving as evidence across four major domains.
Beyond item specifications, we capture real-world data on what consumers choose and consume.
Media, Journalism & Publishing
Provide factual statistics and charts on dining PFC realities, convenience nutrition trends, and popular meal choices for articles and broadcast segments.
Corporate Health & Wellness
Objective data on modern working-generation dining habits and PFC imbalances to inform corporate health initiatives, employee workshops, and educational content.
Universities & Academic Research
Empirical studies on modern Japanese dining and convenience meal nutrition, or correlation between logging and dietary awareness. Anonymized research datasets available.
Food Manufacturers & Think Tanks
Menu selection trends among high-protein and low-carb conscious consumers, plus co-occurrence analysis (pairing behaviors) for product planning and market reports.
Available Data Assets
Tailored data cuts suited to your goals.
From raw catalog changes to behavioral statistical aggregates, we accommodate a variety of needs.
Catalog Master & Historical Changes
Cross-chain calorie, PFC, and micronutrient data across 350+ chains alongside timeline history of new releases, discontinuations, price shifts, and nutrition formula revisions.
Meal Logging & Food Pairing (Co-occurrence) Stats
Meal choices segmented by goal (gain, cut, maintain), age band, and time of day, as well as lift-score calculations on frequently paired foods.
Search & Nutrition Demand Trends
Visibility into rising consumer interest, seasonal spikes, and search volume for specific nutrients, dishes, and chains.
Data Safety & Ethics
Strict privacy protection and verifiable objectivity.
Protecting consumer privacy while providing robust, verifiable data suitable for journalism and research.
Strict k-anonymity (no individual records)
Data is delivered solely as aggregates meeting sufficient cell counts (k >= 5). Individual dining logs and personally identifiable information are never provided.
Zero HealthKit Data Disclosure
In accordance with our privacy policy, data derived from Apple HealthKit is never used for marketing or external research.
Clear as-of dates and definitions
Every dataset is delivered with clear as-of timestamps, population definitions, and calculation methodologies for reproducibility.
How It Works
From Inquiry to Delivery
Your requirements do not need to be finalized. Reach out anytime to start a conversation.
Inquiry & Discovery
Share your intended use (media, research, corporate program), target topics, and desired timeline.
Sample & Structure Alignment
We present potential data cuts, aggregate schemas, or sample structures to confirm fit.
Agreement & Delivery
Data is provided upon media citation agreement, academic research agreement, or corporate data agreement.
Contact & Inquiries
Inquire About Data & Research
Tell us about your project or research theme. Our team will review your inquiry and follow up within two business days.
Media citations are generally provided free of charge with attribution (Source: Kalori). Academic collaborations and commercial inquiries are customized to your needs.