One taxonomy. Classifier models. Filters that hold everywhere.
In-house classifier models place every venue in one taxonomy of format, service model, cuisine and dishes, and normalize ratings, menu prices and tech, so a filter returns comparable restaurants in any city or country.
AccountLarkin Group
- Footprint
- 10 locations · 12 years
- Cuisine and dishes
- ChickenFried chicken
- Menu and pricing
- $9.00 median
- Ratings and reviews
- 4.5 weighted
- Delivery and tech
- DoorDashUber EatsToast+6
- Brand and ownership
- Chain Larkin Group
In business12 yearsLarkin Group
Taxonomy
Classified, not keyword-matched.
Classifier models read each venue's categories, name and menu and place it in one taxonomy, so "quick-service", "Fast Food Restaurant" and "comida rápida" become one value.
- Format, service model, cuisine and dishes
- One value per venue, not free text
- The same values in every market
TaxonomyFormat
| As the source writes it | Standard value |
|---|---|
| quick-service | Quick service |
| Fast Food Restaurant | Quick service |
| comida rápida | Quick service |
| Sit down | Casual dining |
| fast-casual | Fast casual |
Classifier modelOne value per venueSo a filter means one thing in every market
Ratings and reviews
One satisfaction score. Reviews counted once.
Ratings from every source are normalized to one scale, reviews are deduplicated across sources, and their growth velocity is calculated in-house from the review history.
- Normalized satisfaction across sources
- Reviews deduplicated across sources
- Growth velocity from the review history
Ratings and reviewsJuniper Kitchen · Midtown
- Satisfaction
- 4.5 of 5, normalized across sources
- Reviews
- 1,310 counted once across sources
- Growth velocity
- +38 a month from the review history
Calculated in-houseReview velocityRising faster than 9 in 10 peers
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