Data you can
trust completely.
We don't just scrape. We extract, normalize, and verify with human experts. See how ontRadar combines tech power with human review to deliver decision-grade market intelligence.
Not just a sample. We track complete menu data across entire cities.
Menus updated constantly. Catch price changes and new launches instantly.
Multi-layer verification ensures you can trust every data point.
Our model learns local variations as we expand into each market.
The Pipeline
From raw pixels to structured insights, every data point travels through five rigorous stages.
Source Channels
> DETECTING MENU SECTIONS...
> FOUND SIGNATURE COCKTAILS
> READING ITEM: SPICY MARGARITA
> READING PRICE: $14.00
> READING ITEM: TOPO CHICO RTD
> READING PRICE: $8.00
> CONFIDENCE: 0.998
Entity Resolution
Regional Intelligence
Now detecting 340+ local tequila brands
Expanded cachaça and guaraná soda coverage
AI does the heavy lifting.
Humans ensure it's right.
Every step of our pipeline includes human verification checkpoints. Our beverage—trained specialists—review flagged items, validate edge cases, and continuously train our models.
Of items flagged for human review based on AI confidence scores
Beverage and Q&A specialists
Average turnaround for human verification of flagged items
Feedback loops that retrain our models with verified data
Human Verification at Every Step
The Global Beverage Taxonomy
Our central nervous system. A library of 50,000+ verified SKUs—spirits, wine, beer, RTDs, sodas, and water—that brings order to chaos.
The Pulse of the Market
Data is only useful if it's current. Our refresh cycles are tuned to the velocity of the On-Trade.
Weekly
High-Velocity Venues
For trend-setting venues in key cities we check for menu updates constantly to capture fleeting specials and LTOs.
30 Days
Standard Refresh Cycle
Complete
Historical data depth from the start of tracking for each city
Global Taxonomy
Unified data structure across markets. Compare Gin in London to Gin in São Paulo instantly.
Why Good Enough isn't
Good Enough.
In the beverage industry, a missed vintage or an incorrect SKU changes the entire strategy. Standard web scraping fails on handwritten specials, PDF layouts, and stylized fonts.
Manual Audits
Subjective, limited sample size, outdated by the time you get the report.
ontRadar Verified
AI-first with human verification. Census-level coverage. Always fresh.
Entity Recognition Accuracy
Based on internal validation against 10,000 verified menu items
Ready to see what your competitors are doing in the on-premise?
Get a personalized demo and discover how menu intelligence can transform your strategy.
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