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POI Data

Transform location-based decisions with enriched gloabl Points of Interest (POI) data

Our comprehensive POI database provides detailed location insights across the globe:

Coverage: Over 200 million+ unique POIs spanning 229 countries and regions
Categories: More than 6,000+ distinct business and location categories
Attributes: 50 different data points per location

Since we collect data dynamically, we provide the most updated data and insights via a best-suited method at a suitable interval (daily/weekly/monthly).

Data Delivery

  • Delivery options: Snowflake, Amazon S3 bucket, Google Cloud, Azure, API
  • Delivery format: JSON, CSV

Use Cases

Geofencing: Geofencing involves creating virtual boundaries around physical locations, enabling businesses to trigger actions when users enter or exit these areas

Geo-Targeted Advertising: Utilizing location-based insights, businesses can deliver highly personalized advertisements to consumers based on their proximity to relevant POIs.

Marketing Campaign Strategy: Analyzing visitor demographics and behavior patterns around POIs, businesses can tailor their marketing strategies to effectively reach their target audience.

Site Selection: By assessing the proximity to relevant POIs such as competitors, customer demographics, and economic indicators, organizations can make informed decisions about opening new locations.

OOH/DOOH Campaign Planning: Identify high-traffic locations and understand consumer behavior in specific areas, to execute targeted advertising strategies effectively.

Schema

Attribute Name

Type

Sample Values

poi_id

string

98950a9808b7e96fa1bba0e42048f8e732022b46

name

string

McDonald's

description

string

Classic, long-running fast-food chain known for its burgers & fries.

category

string

Fast food restaurant

category_id

string

871f554a1359834f0cbf05a9ae9a8c2545027814

full_address

string

335 US-1, Kittery, ME 03904

address

string

335 US-1

city

string

Kittery

state

string

Maine

zip

string

3904

country_code

string

US

latitude

number

43.11463

longitude

number

-70.73093

additional_categories

array

["Breakfast restaurant", "Coffee shop", "Hamburger restaurant", "Restaurant, Sandwich shop"]

phone

array

["+1207-439-0301"]

url

string

https://www.mcdonalds.com/us/en-us/location/ME/KITTERY/335-US-RTE-1/6902.html?cid=RF:YXT:GMB::Clicks

domain

string

www.mcdonalds.com

rating

JSON

{"max_rating":5,"value":3,"votes_count":877}

price_level

string

inexpensive

rating_distribution

JSON

{"1":121,"2":65,"3":175,"4":230,"5":286}

is_claimed

bool

TRUE

photo_url

string

https://lh5.googleusercontent.com/p/AF1QipOyuAWUC_mpRy4Pm3i5zmotPo78KslNL0mbfgcl=w426-h240-k-no

attributes

JSON

{
  "service_options": [
    "has_curbside_pickup",
    "has_no_contact_delivery",
    "has_delivery",
    "has_drive_through",
    "has_onsite_services",
    "has_takeout",
    "serves_dine_in"
  ],
  "popular_for": [
    "serves_breakfast_popular",
    "serves_lunch_popular",
    "serves_dinner_popular",
    "suitable_for_solo_dining"
  ],
  "accessibility": [
    "has_wheelchair_accessible_entrance",
    "has_wheelchair_accessible_parking",
    "has_wheelchair_accessible_restroom"
  ],
  "offerings": [
    "serves_coffee",
    "serves_late_night_food",
    "quick_bite"
  ],
  "dining_options": [
    "serves_breakfast",
    "serves_lunch",
    "serves_dinner",
    "serves_dessert",
    "has_seating"
  ],
  "atmosphere": [
    "feels_casual"
  ],
  "payments": [
    "pay_debit_card",
    "pay_mobile_nfc"
  ],
  "children": [
    "welcomes_children",
    "has_high_chairs",
    "has_childrens_menu"
  ],
  "pets": [
    "allows_dogs_outside"
  ],
  "crowd": [
    "suitable_for_groups"
  ],
  "highlights": [
    "serves_coffee_notable"
  ],
  "parking": [
    "has_parking_lot_free",
    "has_parking_street_free"
  ]
}

brand_name

string

mcdonalds

brand_id

string

5e5689ac-19dc-4f51-87c9-85e31f7f18b5

status

string

open

total_photos

number

121

popular_times

JSON

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place_topics

array

["drive thru", "bathroom", "coffee", "prices", "kids", "window", "cheeseburger", "kiosk", "trip", "ketchup"]

people_also_search

JSON

[{"poi_id":"c120e1ac7b3c56cc09575113a8fc998917005470","title":"Burger King","rating":{"max_rating":5,"value":3,"votes_count":211}}, {"poi_id":"3f98eb939f92d434007907dadb55f2d51af5cf8c","title":"Dunkin'","rating":{"max_rating":5,"value":3,"votes_count":576}}, {"poi_id":"1c837b4bb72c470ccb0356765e09a8a9e3d33a99","title":"Lil's Cafe","rating":{"max_rating":5,"value":4,"votes_count":1065}}][{"poi_id":"c120e1ac7b3c56cc09575113a8fc998917005470","title":"Burger King","rating":{"max_rating":5,"value":3,"votes_count":211}}, {"poi_id":"3f98eb939f92d434007907dadb55f2d51af5cf8c","title":"Dunkin'","rating":{"max_rating":5,"value":3,"votes_count":576}}, {"poi_id":"1c837b4bb72c470ccb0356765e09a8a9e3d33a99","title":"Lil's Cafe","rating":{"max_rating":5,"value":4,"votes_count":1065}}]

work_hours

JSON

"work_hours": {
        "sunday": null,
        "monday": [
          {
            "open": {
              "hour": 8,
              "minute": 0
            },
            "close": {
              "hour": 15,
              "minute": 30
            }
          }
        ][  
          {  
            "open": {  
              "hour": 8,  
              "minute": 0  
            },  
            "close": {  
              "hour": 15,  
              "minute": 30  
            }  
          }  
        ]
}

local_business_links

array

[{"type":"menu","title":"mcdonalds.com","url":"https://www.mcdonalds.com/us/en-us/full-menu.html?cid=RF:YXT\_LS:SI::MGBM"}][{"type":"menu","title":"mcdonalds.com","url":"https://www.mcdonalds.com/us/en-us/full-menu.html?cid=RF:YXT_LS:SI::MGBM"}]

contact_info

array

        [{"type":"Telephone","value":"+12074390301","source":"google_business"}][{"type":"Telephone","value":"+12074390301","source":"google_business"}]

reviews count

number

5

naics_code

number

naics_code_description

string

sic_code

number

sic_code_description

string

shape_type

string

polygon

shape_polygon

string

POLYGON ((-70.7312266 43.1145709, -70.7311767 43.114604, -70.7311877 43.1146128, -70.7310602 43.1146973, -70.7310475 43.1146871, -70.7310321 43.1146972, -70.7310053 43.1146757, -70.7309347 43.1147225, -70.7308244 43.1146337, -70.7308429 43.1146215, -70.7308254 43.1146074, -70.7309926 43.1144967, -70.7310084 43.1145094, -70.7310861 43.1144579, -70.7312266 43.1145709))

geometry_location_type

string

geometry_viewport_northeast_lat

number

geometry_viewport_northeast_lng

number

geometry_viewport_southwest_lat

number

geometry_viewport_southwest_lng

number

geometry_location_lat

number

geometry_location_lng

number

building_id

string

calculated_geo_hash_8

string

building_type

string

building_name

string


Country Coverage

Updated 12 days ago

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