Find local restaurants using geoLocation

Introduction

If you're looking to discover restaurants near a specific location, Datafiniti's Business Data API makes it easy with the geoLocation field. This guide will walk you through how to structure your queries to find restaurants within a geographic area, and how to refine your results using other helpful fields in the business data schema.

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What is geoLocation?

The geoLocation field allows you to search for businesses within a defined radius of a geographic coordinate. This is especially useful when you're looking for local businesses—like restaurants—near a specific city, address, or GPS coordinate. You can visit here for more information on Geolocation.

The format for geoLocation queries is:

geoLocation:[<longitude>,<latitude>,<radius>,<unit>]
  • Longitude and Latitude define the central point of your search.
  • Radius is the distance from that point.
  • Unit can be either mi (miles) or km (kilometers).

Let’s say you want to find restaurants within 5 miles of downtown Austin, TX. You would structure your query like this:

{  
  "query": "categories:Restaurant AND geoLocation:[-97.7431,30.2672,5,mi]"  
}

This query tells the API to find businesses classified as "Restaurant" and is located within a 5-mile radius of Austin's center coordinates (-97.7431, 30.2672).

Search for similar businesses in your area

You can further narrow your search results by combining geoLocation with other filters from the Business Data Schema. First let’s filter a new category to target "Mexican Restaurant" and "Fast Food" specifically.

{  
  "query": "categories:(\"Fast Food\" AND \"Mexican Restaurant\") AND geoLocation:[-97.7431,30.2672,5,mi]"  
}

Example response:

{
    "num_found": 11,
    "total_cost": 1,
    "people_cost": 0,
    "property_cost": 0,
    "business_cost": 1,
    "product_cost": 0,
    "records": [
        {
            "address": "610 E Stassney Ln",
            "categories": [
                "Mexican Restaurant",
                "Restaurant",
                "Mexican",
                "Taco Place",
                "Mexican Restaurant, Taco Place, and Burrito Place",
                "Fast Food",
                "menu",
                "food",
                "Burrito Place"
            ],
            "city": "Austin",
            "country": "US",
            "cuisines": [
                "Mexican",
                "Fast Food",
                "Restaurants"
            ],
            "dateAdded": "2016-07-09T18:40:38Z",
            "dateUpdated": "2025-04-19T07:38:12Z",
            "descriptions": [
                {
                    "dateSeen": "2016-06-10T22:13:41Z",
                    "value": "Chipotle is a restaurant that prepares burritos and tacos at reasonable prices. Our Food With Integrity philosophy includes unprocessed, sustainable, nutritious, responsibly raised, and organic foods where possible.",
                    "sourceURLs": [
                        "https://foursquare.com/v/chipotle-mexican-grill/4aeb84c0f964a520fac221e3"
                    ]
                },
                {
                    "dateSeen": "2017-07-15T22:03:07.220Z",
                    "value": "Chipotle Mexican Grill, Austin: See 2 unbiased reviews of Chipotle Mexican Grill, rated 4.5 of 5 on TripAdvisor and ranked #1,701 of 3,736 restaurants in Austin.",
                    "sourceURLs": [
                        "http://tripadvisor.com/Restaurant_Review-g30196-d4165283-Reviews-Chipotle_Mexican_Grill-Austin_Texas.html"
                    ]
                }
            ],
            "domains": [
                "foursquare.com",
                "www.allmenus.com",
                "www.trip.com",
                "tripadvisor.com"
            ],
            "features": [
                {
                    "value": [
                        "Yes (incl. American Express)"
                    ],
                    "key": "acceptsCreditCard"
                },
                {
                    "value": [
                        "No Delivery"
                    ],
                    "key": "Dining Options"
                },
                {
                    "value": [
                        "Chipotle Mexican Grill Inc."
                    ],
                    "key": "AKA"
                },
                {
                    "value": [
                        "Brunch",
                        "Dinner",
                        "Lunch"
                    ],
                    "key": "Menus"
                },
                {
                    "value": [
                        "No"
                    ],
                    "key": "Reservations"
                },
                {
                    "value": [
                        "Parking: Lot, PrivateAttire: CasualDrive Through: NoCuisines: Mexican, Latin AmericanAlcohol: BeerTakes Reservations: NoOutdoor Seating: YesPrice Range : Below Average"
                    ],
                    "key": "Other Information"
                },
                {
                    "value": [
                        "Cocktails"
                    ],
                    "key": "Drinks"
                },
                {
                    "value": [
                        "Yes"
                    ],
                    "key": "Outdoor Seating"
                },
                {
                    "value": [
                        "5127070997"
                    ],
                    "key": "Fax"
                },
                {
                    "value": [
                        "Yes (incl. American Express)"
                    ],
                    "key": "Credit Cards"
                }
            ],
            "geoLocation": "POINT (-97.768640 30.202330)",
            "hours": [
                {
                    "hour": "11:00 AM - 10:00 PM",
                    "day": "Monday - Sunday"
                },
                {
                    "hour": "11:00 AM - 10:00 PM",
                    "day": "Mon - Sun"
                },
                {
                    "hour": "11:00 am - 10:00 pm",
                    "day": "Monday - Sunday"
                },
                {
                    "hour": "11:00 am - 10:00 pm",
                    "day": "Mon - Sun"
                }
            ],
            "imageURLs": [
                "https://cdn.gbot.me/img/placeholders/Restaurant/10000000000001/1-500x375.jpg",
                "https://cdn.gbot.me/img/fb_icon.jpg",
                "https://irs2.4sqi.net/img/general/200x200/5730991_FIWG7bzalYTPutfk04RmEnvOZcsrBa7af1gfdUYgVE8.jpg",
                "https://irs1.4sqi.net/img/general/200x200/5730991_wvCXl3rbxebaKyzKVnZR-Tp5hP4NCuTKsbTjPuS0hFE.jpg",
                "https://irs1.4sqi.net/img/general/200x200/5730991_XAm7QcNAxLR5_XUHMu0VhNoqQ18QXzWDjkAErMbqfTU.jpg",
                "https://irs0.4sqi.net/img/general/200x200/36124053_geOVa6Itk_zuJBs8vgk9KFQ1MDYoEu_jagDl6qdqi7Y.jpg",
                "https://irs2.4sqi.net/img/general/200x200/4305515_hmzrtA4kk-pl04ub5foUYdyFKKT6onrCN1jfEDNOXLI.jpg",
                "https://irs0.4sqi.net/img/general/200x200/9667512_YqPdMaEP8wXApMHUdaz4e3mTDAtmCkNe7OoZcsnewDM.jpg",
                "https://irs1.4sqi.net/img/general/200x200/4006754_Lgxa5WVjMCJRs0sxdFpjUvi5bKeHIXBsmq5WaIR_oys.jpg",
                "https://irs1.4sqi.net/img/general/200x200/387460_C10HaDVq9KXRvJyNaAUt_W_IFRMibXOWwHICV1PokTM.jpg",
                "https://irs0.4sqi.net/img/general/200x200/16859044_Fo5SEvwtzATvYpQWebkYhhDBwaJekgfei6R9LiuJeX0.jpg",
                "https://irs1.4sqi.net/img/general/200x200/16859044_tukDzrPuBFWow7dq0LuAQcEujKVYs37hf5y6k-vPsd4.jpg",
                "https://irs1.4sqi.net/img/general/200x200/15031327__gee_Yt8vdQAd4bzPbWaOpV-FPYfXGYWH0KEGr7O0Kw.jpg",
                "https://irs3.4sqi.net/img/general/200x200/23691721_NElcXFp1VFTqx8PNrAnQLSgNOF7h6b8hGf18v2Zi0Tw.jpg",
                "https://irs1.4sqi.net/img/general/200x200/7251856_qlTkl4VyEyoImR3Q0ewxV7cs4G8RWu3rUrjqJAKEEik.jpg",
                "https://irs3.4sqi.net/img/general/200x200/35936024_YYP3jLYA5Ljw9vGHSCFfymYShKaC8dGKqeyAosTPaec.jpg",
                "https://irs0.4sqi.net/img/general/200x200/35936024_Fr9YIaDODHannHN3zkzWKHQ53q6O4chkanKv9E7sUQg.jpg",
                "https://ss0.4sqi.net/img/venuepage/icon-camera-a0505f3f83bf417f00f0434c4ce4f6cd.png",
                "https://irs0.4sqi.net/img/general/200x200/8600824_Gz4BixM6M5XzdRrYtwRebYo9h5bDKEBBtCY7aLqgDGY.jpg",
                "https://media-cdn.tripadvisor.com/media/photo-t/01/2e/70/6d/avatar050.jpg",
                "https://media-cdn.tripadvisor.com/media/photo-t/01/2e/70/82/avatar003.jpg",
                "https://media-cdn.tripadvisor.com/media/photo-l/01/2e/70/6d/avatar050.jpg",
                "https://media-cdn.tripadvisor.com/media/photo-l/01/2e/70/82/avatar003.jpg",
                "https://media-cdn.tripadvisor.com/media/photo-l/03/70/51/c5/stuffed-avocado.jpg",
                "https://media-cdn.tripadvisor.com/media/photo-f/0b/4c/b2/d5/20160513-160741-largejpg.jpg",
                "https://media-cdn.tripadvisor.com/media/photo-l/09/76/21/1f/twin-peaks-restaurant.jpg",
                "https://media-cdn.tripadvisor.com/media/photo-l/0c/02/62/49/photo1jpg.jpg",
                "https://media-cdn.tripadvisor.com/media/photo-l/02/54/b7/fe/looking-at-the-skyline.jpg",
                "https://media-cdn.tripadvisor.com/media/photo-l/02/6a/00/c6/filename-cathofjunk-jpg.jpg",
                "https://media-cdn.tripadvisor.com/media/photo-l/08/43/8c/38/blazer-tag.jpg",
                "https://media-cdn.tripadvisor.com/media/photo-l/02/bc/90/cb/seu.jpg"
            ],
            "keys": [
                "us/tx/austin/610estassneyln/chipotle",
                "30.20233/-97.76864/15127070969"
            ],
            "latitude": "30.202330",
            "longitude": "-97.768640",
            "menus": [
                {
                    "name": "Side Of Guacamole",
                    "category": "Sides",
                    "dateSeen": "2025-01-10T04:42:21.300Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 3.5,
                    "amountMax": 3.5
                },
                {
                    "name": "Balanced Macros Bowl",
                    "category": "Influencer",
                    "dateSeen": "2025-04-19T07:38:11.861Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 15.95,
                    "amountMax": 15.95
                },
                {
                    "name": "High Protein Bowl",
                    "category": "Lifestyle Bowls",
                    "dateSeen": "2024-01-23T20:54:46.505Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 16.35,
                    "amountMax": 16.35
                },
                {
                    "name": "Apple Juice",
                    "category": "Drinks",
                    "dateSeen": "2025-04-19T07:38:11.861Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 4.55,
                    "amountMax": 4.55
                },
                {
                    "name": "32 Fl Oz Tractor Organic Lemonade",
                    "category": "Drinks",
                    "dateSeen": "2024-04-23T12:48:04.724Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 4.4,
                    "amountMax": 4.4
                },
                {
                    "name": "Large Side Of Guacamole",
                    "category": "Sides",
                    "dateSeen": "2025-04-19T07:38:11.861Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 7.15,
                    "amountMax": 7.15
                },
                {
                    "name": "San Pellegrino Sparkling ",
                    "category": "Drinks",
                    "dateSeen": "2024-06-06T12:01:02.114Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 3.7,
                    "amountMax": 3.7
                },
                {
                    "name": "Whole30® Salad Bowl",
                    "category": "Lifestyle Bowls",
                    "dateSeen": "2022-12-17T07:37:37.939Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 15.3,
                    "amountMax": 15.3
                },
                {
                    "name": "Balanced Macros Bowl",
                    "category": "Lifestyle",
                    "dateSeen": "2025-04-19T07:38:11.861Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 15.95,
                    "amountMax": 15.95
                },
                {
                    "name": "Chips &amp; Fresh Tomato Salsa",
                    "category": "Sides",
                    "dateSeen": "2025-04-19T07:38:11.861Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 3,
                    "amountMax": 3
                },
                {
                    "name": "Grapefruit Izze",
                    "category": "Drinks",
                    "dateSeen": "2025-04-19T07:38:11.861Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 4.5,
                    "amountMax": 4.5
                },
                {
                    "name": "Chips &amp; Guacamole",
                    "category": "Sides",
                    "dateSeen": "2025-01-10T04:42:21.300Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 5.9,
                    "amountMax": 5.9
                },
                {
                    "name": "Tractor Organic Black Tea",
                    "category": "Drinks",
                    "dateSeen": "2024-06-06T12:01:02.114Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 4.15,
                    "amountMax": 4.15
                },
                {
                    "name": "Mexican Coca-Cola",
                    "category": "Drinks",
                    "dateSeen": "2024-01-23T20:54:46.505Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 4.1,
                    "amountMax": 4.1
                },
                {
                    "name": "Smoked Brisket Bowl",
                    "category": "Influencer",
                    "dateSeen": "2024-09-14T20:07:03.315Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 16.9,
                    "amountMax": 16.9
                },
                {
                    "name": "Wholesome Bowl",
                    "category": "Lifestyle Bowls",
                    "dateSeen": "2024-01-23T20:54:46.505Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 15.3,
                    "amountMax": 15.3
                },
                {
                    "name": "Grapefruit Izze",
                    "category": "Drinks",
                    "dateSeen": "2025-01-10T04:42:21.300Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 4.2,
                    "amountMax": 4.2
                },
                {
                    "name": "Bottled Water",
                    "category": "Drinks",
                    "dateSeen": "2024-06-06T12:01:02.114Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 3.85,
                    "amountMax": 3.85
                },
                {
                    "name": "Large Chips &amp; Large Queso Blanco",
                    "category": "Sides",
                    "dateSeen": "2025-01-10T04:42:21.300Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 10.55,
                    "amountMax": 10.55
                },
                {
                    "name": "22 Fl Oz Tractor Organic Mandarin Agua Fresca",
                    "category": "Drinks",
                    "dateSeen": "2024-04-23T12:48:04.724Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 4.05,
                    "amountMax": 4.05
                },
                {
                    "name": "Go Half Veggie Bowl",
                    "category": "Lifestyle Bowls",
                    "dateSeen": "2024-01-23T20:54:46.505Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 11.85,
                    "amountMax": 11.85
                },
                {
                    "name": "Poppi Orange",
                    "category": "Drinks",
                    "dateSeen": "2025-04-19T07:38:11.861Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 4.15,
                    "amountMax": 4.15
                },
                {
                    "name": "Large Chips &amp; Large Guacamole",
                    "category": "Sides",
                    "dateSeen": "2025-01-10T04:42:21.300Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 10.55,
                    "amountMax": 10.55
                },
                {
                    "name": "32 Fl Oz Tractor Organic Mandarin Agua Fresca",
                    "category": "Drinks",
                    "dateSeen": "2024-04-23T12:48:04.724Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 4.4,
                    "amountMax": 4.4
                },
                {
                    "name": "Coke Zero",
                    "category": "Drinks",
                    "dateSeen": "2025-04-19T07:38:11.861Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 4.5,
                    "amountMax": 4.5
                },
                {
                    "name": "Grain Freedom Bowl",
                    "category": "Lifestyle",
                    "dateSeen": "2025-01-10T04:42:21.300Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 12.3,
                    "amountMax": 12.3
                },
                {
                    "name": "High Protein Bowl",
                    "category": "Lifestyle",
                    "dateSeen": "2025-04-19T07:38:11.861Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 17.35,
                    "amountMax": 17.35
                },
                {
                    "name": "Plant Powered Bowl",
                    "category": "Lifestyle",
                    "dateSeen": "2025-01-10T04:42:21.300Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 15.8,
                    "amountMax": 15.8
                },
                {
                    "name": "Izze",
                    "category": "Drinks",
                    "dateSeen": "2024-01-23T20:54:46.505Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 4.25,
                    "amountMax": 4.25
                },
                {
                    "name": "Tractor Organic Lemonade",
                    "category": "Drinks",
                    "dateSeen": "2025-04-19T07:38:11.861Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 4.55,
                    "amountMax": 4.55
                },
                {
                    "name": "Large Side Of Queso Blanco",
                    "category": "Sides",
                    "dateSeen": "2025-01-10T04:42:21.300Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 7,
                    "amountMax": 7
                },
                {
                    "name": "Large Chips &amp; Large Guacamole",
                    "category": "Sides",
                    "dateSeen": "2025-04-19T07:38:11.861Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 10.65,
                    "amountMax": 10.65
                },
                {
                    "name": "Plant Powered Bowl",
                    "category": "Lifestyle",
                    "dateSeen": "2025-03-27T15:37:22.189Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 15.95,
                    "amountMax": 15.95
                },
                {
                    "name": "Mexican Sprite",
                    "category": "Drinks",
                    "dateSeen": "2025-01-10T04:42:21.300Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 4.2,
                    "amountMax": 4.2
                },
                {
                    "name": "Veggie Full Bowl",
                    "category": "Lifestyle Bowls",
                    "dateSeen": "2024-01-23T20:54:46.505Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 11.85,
                    "amountMax": 11.85
                },
                {
                    "name": "Veggie Full Bowl",
                    "category": "Lifestyle",
                    "dateSeen": "2025-01-10T04:42:21.300Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 12.3,
                    "amountMax": 12.3
                },
                {
                    "name": "Balanced Macros Bowl",
                    "category": "Lifestyle Bowls",
                    "dateSeen": "2024-01-23T20:54:46.505Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 15.3,
                    "amountMax": 15.3
                },
                {
                    "name": "Chips &amp; Salsa",
                    "category": "Sides",
                    "dateSeen": "2024-01-23T20:54:46.505Z",
                    "sourceURLs": [
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                    "dateSeen": "2022-12-17T07:37:37.939Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 16.15,
                    "amountMax": 16.15
                },
                {
                    "name": "Balanced Macros Bowl",
                    "category": "Lifestyle",
                    "dateSeen": "2025-01-10T04:42:21.300Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 15.8,
                    "amountMax": 15.8
                },
                {
                    "name": "Go Half Veggie Bowl",
                    "category": "Lifestyle",
                    "dateSeen": "2025-01-10T04:42:21.300Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 12.3,
                    "amountMax": 12.3
                },
                {
                    "name": "Grain Freedom Bowl",
                    "category": "Lifestyle Bowls",
                    "dateSeen": "2024-01-23T20:54:46.505Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 11.85,
                    "amountMax": 11.85
                },
                {
                    "name": "Large Chips",
                    "category": "Sides",
                    "dateSeen": "2025-04-19T07:38:11.861Z",
                    "sourceURLs": [
                        "https://www.allmenus.com/tx/austin/222040-chipotle/menu/"
                    ],
                    "currency": "USD",
                    "amountMin": 3.5,
                    "amountMax": 3.5
                }
            ],
            "name": "Chipotle",
            "neighborhoods": [
                "South Congress, Sweetbriar"
            ],
            "postalCode": "78745",
            "priceRangeCurrency": "USD",
            "priceRangeMin": 0,
            "priceRangeMax": 25,
            "primaryCategories": [
                "Accommodation & Food Services"
            ],
            "province": "TX",
            "reviews": [
                {
                    "date": "2015-03-27T05:00:00Z",
                    "dateSeen": "2015-06-18T00:00:00Z",
                    "text": "I literally threw up",
                    "username": "Regina Philange",
                    "sourceURLs": [
                        "https://foursquare.com/v/chipotle-mexican-grill/4aeb84c0f964a520fac221e3"
                    ]
                },
                {
                    "date": "2012-01-08T00:00:00Z",
                    "dateSeen": "2016-05-05T00:00:00Z",
                    "rating": 4,
                    "text": "They added brown rice to their menu!!!! Minus 1star because they havent perfected cooking it throughly yet.",
                    "title": "Still better than FreeBirds",
                    "username": "MattNelson8328",
                    "sourceURLs": [
                        "http://www.yellowpages.com/austin-tx/mip/chipotle-mexican-grill-458616629",
                        "http://www.citysearch.com/review/43173970%2525253FreviewId%2525253D480744011"
                    ]
                },
                {
                    "date": "2008-11-04T00:00:00Z",
                    "dateSeen": "2016-05-05T00:00:00Z",
                    "rating": 5,
                    "text": "Mmmmm....you cannot beat Chipotle's chicken. It's flavored wonderfully.r r This location is a good one. The workers are very friendly and make you feel welcome. I've been pleased with the service I've received at this location.r r A great place to eat.",
                    "title": "Way too convenient to my home!",
                    "username": "DottyG",
                    "sourceURLs": [
                        "http://www.yellowpages.com/austin-tx/mip/chipotle-mexican-grill-458616629",
                        "http://www.citysearch.com/review/43173970%2525253FreviewId%2525253D479427418"
                    ]
                }
            ],
            "sourceURLs": [
                "https://foursquare.com/v/chipotle-mexican-grill/4aeb84c0f964a520fac221e3",
                "https://www.allmenus.com/tx/austin/222040-chipotle/menu/",
                "https://www.trip.com/austin/restaurants/chipotle-mexican-grill_12",
                "http://tripadvisor.com/Restaurant_Review-g30196-d4165283-Reviews-Chipotle_Mexican_Grill-Austin_Texas.html"
            ],
            "twitter": "chipotletweets",
            "websites": [
                "http://chipotle.com/",
                "http://www.chipotle.com/"
            ],
            "id": "AVwdjaEokufWRAb57BRD"
        }
    ]
}

Filter by star rating

Now let's find highly rated restaurants nearby based on your our ratings field. We’ll use a range filter to find restaurants with ratings between 4 and 5 points. (any non-point review rating is converted to a 5 point system)

{  
  "query": "categories:(\"Fast Food\" AND \"Mexican Restaurant\") AND rating:[4 TO 5] AND geoLocation:[-97.7431,30.2672,5,mi]"  
}

You can focus on the categories field and match similar types or restaurants based on the values found.

"categories": [
                "Mexican Restaurant",
                "Restaurant",
                "Mexican",
                "Taco Place",
                "Mexican Restaurant, Taco Place, and Burrito Place",
                "Fast Food",
                "menu",
                "food",
                "Burrito Place"
            ],

Filter by menu prices

The menus.prices field to target restaurants in a budget range. You can filter by menus.amountMax to infer price ranges from menu item prices.

For example, to find lower-cost restaurants with menu items that cost no more than $15:

{  
  "query": "categories:(\"Fast Food\" AND \"Mexican Restaurant\") AND menus.amountMax:[* TO 15] AND geoLocation:[-97.7431,30.2672,5,mi]"
}

Restaurant market research

You can use the previous records found to compare against other areas in the US. Let’s say you’re doing market research on fast-casual dining options in Los Angeles. Here is an example:

{  
  "query": "categories:(\"Fast Food\" AND \"Mexican Restaurant\") AND province:CA AND geoLocation:[-118.2437,34.0522,10,mi]"  
}

This will return fast-casual restaurants within 10 miles of downtown Los Angeles. You can then examine fields like:

  • priceRangeMin & priceRangeMax - For direct prices matching ranges
  • reviews - To gauge general popularity in the area
  • reviews.rating - To assess customer satisfaction
  • revenueMin & revenueMax - For expected revenue comparisons

Summary

Using the geoLocation field in your business search queries enables you to discover local restaurants with precision and flexibility. Combine this with other fields in the business schema—like categories, rating, menu prices, or reviews to tailor results to your exact needs.

Whether you're researching competitors, scouting new locations, or planning outreach to local businesses, geo-targeted restaurant data is just a query away.