Restaurant Leads — Restaurants, Cafes & Bars by City

Every restaurant, cafe, coffee shop and bar in a city, worldwide, with phone, website, email where published, address, coordinates, venue type and cuisine. Open data (Overture Maps), no Google scraping. $0.003 per city + $1 per 1,000 places.

Every restaurant, cafe, coffee shop and bar in a city, as a clean lead list. Type a city anywhere in the world (Chicago, Lisbon, Manchester, São Paulo …) and get one row per venue with phone (E.164), website, business email where published, full address, latitude/longitude, social links and chain/brand, plus two restaurant fields worked out from the source categories:

• venueType: Restaurant, Cafe, Coffee shop, Bar, Pub, Fast food, Bakery or Casual eatery.
• cuisine: Italian, Mexican, Japanese, Sushi, Indian, Tex-Mex, Steakhouse and 80+ more, from the venue's own category or its secondary categories.

Built for teams that sell to restaurants: POS and online-ordering software, delivery and reservation platforms, food and drink suppliers, marketing agencies and local-SEO services. Filter by name, radius, country, or only venues with a phone, website or email.

The data is the open Overture Maps places dataset (Meta, Microsoft, Foursquare and other sources), read straight from its public files. Nothing is scraped from Google Maps, Yelp or delivery apps, so there are no reviews, ratings, menus or opening hours: this is a contact and location list.

$0.003 per city query + $1 per 1,000 places. A query with no matching places is free.

What data does it return?

Every run outputs clean, schema-validated rows like these:

name	venueType	cuisine	phones	websites	fullAddress
Banda Burrito	Restaurant	Mexican	+18474555805	https://www.bandaburrito.com/	2447 Mannheim Road, Franklin Park, IL 60131, US
Chick-fil-A	Restaurant	Chicken	+13122668888	https://www.chick-fil-a.com/locations/il/loyola-water-tower-in-line?utm_source=yext&utm_medium=link	30 E Chicago Ave, Chicago, IL 60611, US
Starbucks Coffee Company	Coffee shop		+17087423001	https://www.starbucks.com/store-locator/store/1030817	7737 W 95th St, Hickory Hills, IL 60457, US
Lazy Bird	Bar		+13127611799	https://www.lazybirdchicago.com/	200 N Green St, Chicago, IL 60607, US
Starbucks	Cafe		+13128339560	https://www.starbucks.com/store-locator/store/1018063	500 W Madison St, Chicago, IL 60661-0004, US

How much does it cost?

Transparent pay-per-event pricing — you only pay for what you get, and the actor always respects your run budget: set a maximum total charge and it stops cleanly at the cap instead of overrunning.

Event	Price	Charged	Worked example
area-query	$0.003	once per run, when the area query returns at least one place	Any city, bbox or radius = $0.003; a query with no matching places is free
place-result	$0.001	per place row delivered (contacts, address, coordinates, sources and attribution included)	200 dentists in Austin = $0.003 + $0.20 = $0.203; 1,000 restaurants in Berlin = $1.003
apify-actor-start	$0.00005	per run per GB of memory (platform start fee)	One run at 1 GB = $0.00005

Input options

Field	Type	Required	Default	Description
location	string	no	—	A city, optionally with region or country: "Austin, TX", "Berlin", "London, Ontario", "Paris France". You can also type "dentists in Austin TX" (the part before "in" becomes the category when Categories is empty), coordinates "30.2672,-97.7431,3km", or a bbox "west,south,east,north". 32,000+ cities with 15,000+ people are built in; smaller towns are looked up in Overture's own divisions data and need a region or country. Ignored when bbox or lat/lon are set.
categories	array	no	["restaurant","cafe","coffee_shop","bar"]	Food and drink categories. Parents include their children: restaurant covers every cuisine (italian_restaurant, sushi_restaurant …), bar covers pubs, wine and cocktail bars. You can also use one cuisine (mexican_restaurant), bakery, fast_food_restaurant, pizza_restaurant, ice_cream_shop and the other Overture ids.
maxPlaces	integer	no	1000	Stop after this many places. Highest-confidence places come first (nearest first for a radius search). Places beyond the cap are never charged.
keyword	string	no	""	Optional. Only places whose name (or brand name) contains this text, case-insensitive, e.g. "Starbucks" or "dental".
radiusKm	number	no	—	Radius for lat/lon (default 5 km). With a city name it searches this radius around the city centre instead of the whole city. Results get distanceKm and come nearest first.
countryCode	string	no	""	Optional two-letter ISO code (US, DE, GB...). Picks the right city when a name exists in several countries and keeps only places whose address is in that country.
requirePhone	boolean	no	false	Skip places without a phone number.
requireWebsite	boolean	no	false	Skip places without a website. Skipped places are never charged.
requireEmail	boolean	no	false	Skip places without a business email (after the personal-email filter).
includePhones	boolean	no	true	Business phone numbers as published for the place, normalised to E.164 (+15125550100) where possible.
includeEmails	boolean	no	true	Business emails from the source data. Addresses on the business's own website domain and role mailboxes (info@, office@, bookings@...) are kept; free-mail addresses (gmail, outlook...) are kept only when they contain the business name. Others are dropped as possibly personal and counted in droppedPersonalEmails.
matchAlternateCategories	boolean	no	false	Also return places whose secondary (alternate) categories match, not only their main category. Wider but less precise.
minConfidence	number	no	0.5	Overture's 0-1 confidence that the place exists as described. 0.5 drops most stale or duplicate records; 0.9 keeps only well-corroborated places; 0 returns everything.
bbox	array	no	—	Optional [west, south, east, north] in degrees (longitude, latitude, longitude, latitude), e.g. [-9.20, 38.69, -9.10, 38.76]. Up to 1.5 x 1.5 degrees (about one metro area). Takes priority over location.
lat	number	no	—	Optional centre latitude for a radius search (with lon and radiusKm). Takes priority over location.
lon	number	no	—	Optional centre longitude for a radius search.
includeFields	array	no	[]	Optional. Keep only these fields in each row (id is always kept). Any of: id, name, category, basicCategory, categoryHierarchy, alternateCategories, confidence, operatingStatus, address, fullAddress, lat, lon, distanceKm, phones, websites, emails, socials, brand, sources, licence, licenceUrls, attribution, googleMapsUrl, overtureRelease, droppedPersonalEmails. Keep attribution if you republish the data.
release	string	no	""	Optional, advanced: pin an Overture release such as 2026-09-23.1. Empty = the newest release (Overture publishes monthly).

Limits & honest notes

• No reviews, ratings, menus, price levels, opening hours or photos (open data, not Google). Cuisine is null when the source only says "restaurant".
• Works worldwide: any city, a radius around a point, or a bounding box (one metro area per run).
• Open data, not Google: no reviews, ratings, review counts, opening hours, photos, popular times or price levels. The Google Maps link in each row is a plain search URL built from the name and address; nothing is fetched from Google.
• Freshness follows Overture's monthly releases. The newest release is found automatically (or pin one with release). operatingStatus is often empty, so a closed business can still appear until a source drops it; minConfidence (default 0.5) filters most stale records.
• One query per run, up to 1.5 x 1.5 degrees (about one metro area). For a region or country, run once per city. A city query typically reads 15-45 MB of public GeoParquet in 5-15 seconds at 1 GB memory.
• City names resolve offline from a built-in list of 32,000+ cities (Overture divisions, OpenStreetMap-based); smaller towns are looked up in Overture's divisions data and need a region or country ("Dripping Springs, TX"). No external geocoder is called.
• The run's spend limit is respected: the area query is reserved first, places are charged before delivery, and the run stops cleanly at the limit.

Data licence and attribution

Places come from the Overture Maps Foundation places theme. Each row's sources lists the contributing datasets with their record ids, licence and licenceUrls give the licences, and attribution holds the required credit lines. If you republish the data, keep the attribution field (or show the lines below).

• © Overture Maps Foundation, overturemaps.org
• Meta, Microsoft, PinMeTo, Krick, RenderSEO, DAC, BrightQuery: "Data from . Available under CDLA Permissive 2.0." (CDLA-Permissive-2.0)
• Foursquare: "Copyright 2024 Foursquare Labs, Inc. All rights reserved. Available under Apache 2.0. Foursquare data was transformed to the Overture schema. Changed: 2026-03-18." (Apache-2.0)
• AllThePlaces: "Data from AllThePlaces. Available under CC0 1.0."

None of these licences is share-alike, so the rows may be used commercially, stored, merged with your own data and redistributed, provided the attribution and licence texts travel with them.

City boundaries used to turn a city name into a search area come from the Overture divisions theme: © OpenStreetMap contributors, Overture Maps Foundation, available under the Open Database License (ODbL) 1.0. They are used only for the search area and are not part of the output rows. The built-in city list is a derivative database offered under the ODbL; it is rebuilt from the public Overture release by a documented query.

Changes made by this actor: rows are selected by area, category, name and confidence; fields are flattened and renamed; phone numbers are normalised to E.164; possibly personal emails are removed.

Foursquare OS Places NOTICE (preserved in full, as Apache-2.0 requires; also included in the run's OUTPUT record whenever Foursquare rows are delivered):

© 2026 Foursquare Labs, Inc. All rights reserved.

The Foursquare OS Places dataset (the "Data") is licensed under the Apache License, Version 2.0 (the "License"). You may not use, modify, or distribute the Data except in compliance with the License.

As set forth more fully in the License, if you use, modify, or distribute the Data, you must: provide recipients with a copy of the License; if applicable, include prominent notices to the extent you've changed the Data; preserve attribution to Foursquare, including preserving the full content of this NOTICE.txt file.

To ensure appropriate attribution to Foursquare, we recommend the following: if using/distributing the Data in flat file form as-is or after making changes/modifications: include this NOTICE.txt file, which may be modified to include an additional notice of your changes/modifications, if any; if using/distributing the Data in API form as-is or after making changes/modifications: include a copy of the content from this NOTICE.txt file prominently in your developer documentation for such API, which may be modified to include an additional notice of your changes/modifications, if any.

You may obtain a copy of the License at: http://www.apache.org/licenses/LICENSE-2.0. Unless required by applicable law or agreed to in writing, the Data distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

This actor is not affiliated with, endorsed by or sponsored by Google, the Overture Maps Foundation or any data contributor. "Google Maps" is a trademark of Google LLC and is used only to describe what this actor is an alternative to.

Related ActorForge actors

• Business Places Data — any of 2,100+ categories, worldwide
• Business Leads with Emails — the same places plus emails read from each business website

Changelog

• 2026-10-23 — Initial release: restaurant, cafe and bar preset of Business Places Data with venueType and cuisine fields, $0.003 per city + $1 per 1,000 places.

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