Foodpanda Restaurant & Menu Scraper

Extract restaurant data from Foodpanda — including menus, ratings, delivery details, cuisines, and locations — using direct API access. No browser, no cookies, no manual proxy configuration: a country-targeted Apify residential proxy is hardcoded and applied automatically (required for Foodpanda's PerimeterX bot protection).

What is this?

The Foodpanda Scraper is an Apify actor that scrapes restaurant and menu data from Foodpanda in two modes:

• URL Mode — Paste one or more Foodpanda restaurant URLs to get their full details and menus
• Discovery Mode — Enter a location (city, coordinates, or Foodpanda city page URL) and the actor finds all nearby restaurants within your chosen radius

Supported countries: Singapore · Bangladesh · Pakistan · Hong Kong · Malaysia

What data does it extract?

Field	Description
vendorCode	Foodpanda's internal restaurant ID
vendorUrl	Direct link to the restaurant page
name	Restaurant name
rating	Aggregate star rating (e.g. 4.9)
reviewCount	Number of customer reviews
cuisines	Cuisine tags (e.g. Fast Food, Halal, Chicken)
vendorType	Vendor category (restaurant, grocery, etc.)
isOpen	Whether currently open for delivery
address	Full street address
city	City (when available)
country	Country code (sg, bd, pk, hk, my)
latitude / longitude	Venue coordinates
deliveryFee	Delivery fee in local currency
minimumOrder	Minimum order value
estimatedDeliveryTime	Delivery ETA (e.g. "30-45 min")
currency	Currency code (SGD, BDT, PKR, HKD, MYR)
heroImageUrl	Restaurant banner/logo image URL
menu	Full nested menu (when enabled)
menuCategoryCount	Number of menu categories
menuItemCount	Total menu items
itemsWithImageCount	Items that have images
itemsWithDescCount	Items that have descriptions
scrapedAt	Scrape timestamp (UTC ISO-8601)

Menu item fields

Field	Description
itemId	Product ID
name	Item name
description	Item description
price	Price in local currency (e.g. 9.70)
currency	Currency code
imageUrl	Item image URL
isAvailable	Whether currently available
dietaryAttributes	Dietary tags (e.g. halal, vegetarian)

How to use

URL Mode

1. Open any Foodpanda restaurant page in your browser
2. Copy the URL (e.g. https://www.foodpanda.sg/restaurant/en/m3jj-mcdonalds-ang-mo-kio)
3. Paste it into the Restaurant URLs field
4. Enable Include Menu if you want full menu data
5. Click Start

Discovery Mode

1. Leave Restaurant URLs empty
2. Set your location using one of:
   • Latitude + Longitude + Country — most precise
   • City Page URL — paste a Foodpanda city listing URL (e.g. https://www.foodpanda.sg/restaurants/new/)
   • City + Country — type a city name and select country
3. Set Search Radius (km) and Max Restaurants
4. Optionally filter by Vendor Types (restaurant, grocery, etc.)
5. Click Start

Input parameters

Parameter	Type	Default	Description
restaurantUrls	string[]	—	One or more Foodpanda restaurant URLs (URL mode)
latitude	number	—	Decimal latitude (Discovery mode)
longitude	number	—	Decimal longitude (Discovery mode)
country	select	—	Country code: sg, bd, pk, hk, my (required with lat/lon or city)
cityPageUrl	string	—	Foodpanda city listing URL (Discovery mode)
city	string	—	City name, e.g. "Karachi", "Singapore", "Dhaka" (Discovery mode)
radiusKm	number	3	Search radius in km (0.5–50)
maxRestaurants	integer	50	Max restaurants to return (1–500)
includeMenu	boolean	true (URL) / false (Discovery)	Fetch full menu data
maxItemsPerRestaurant	integer	200	Max menu items per restaurant (1–2000)
vendorTypes	string[]	["restaurant"]	Filter by type: restaurant, grocery, convenience

Example output

{
  "vendorCode": "m3jj",
  "vendorUrl": "https://www.foodpanda.sg/restaurant/en/m3jj",
  "name": "McDonald's (Ang Mo Kio)",
  "rating": 4.9,
  "reviewCount": 11601,
  "cuisines": ["Fast Food", "Beverages", "Chicken", "Halal", "Western"],
  "vendorType": "restaurants",
  "isOpen": true,
  "address": "51 Ang Mo Kio Avenue 3, #01-09, AMK Hub, Singapore 569922",
  "country": "sg",
  "latitude": 1.3696,
  "longitude": 103.8487,
  "deliveryFee": 0.0,
  "minimumOrder": 25.0,
  "currency": "SGD",
  "heroImageUrl": "https://images.deliveryhero.io/image/fd-sg/...",
  "menu": [
    {
      "categoryName": "Burgers & Wraps",
      "items": [
        {
          "itemId": "12345",
          "name": "Big Mac",
          "description": "Two all-beef patties, special sauce...",
          "price": 9.70,
          "currency": "SGD",
          "imageUrl": "https://images.deliveryhero.io/image/...",
          "isAvailable": true,
          "dietaryAttributes": ["halal"]
        }
      ]
    }
  ],
  "menuCategoryCount": 8,
  "menuItemCount": 10,
  "itemsWithImageCount": 10,
  "itemsWithDescCount": 8,
  "scrapedAt": "2026-04-14T10:00:00Z"
}

Supported countries

Country	Code	Domain	Cities supported
Singapore	sg	foodpanda.sg	Singapore
Bangladesh	bd	foodpanda.com.bd	Dhaka, Chittagong
Pakistan	pk	foodpanda.com.pk	Karachi, Lahore, Islamabad
Hong Kong	hk	foodpanda.com.hk	Hong Kong
Malaysia	my	foodpanda.com.my	Kuala Lumpur, Penang

Use cases

• Menu database — Build a database of restaurant menus for comparison or analysis
• Competitor research — Track competitor pricing, menu changes, and delivery fees over time
• Delivery fee monitoring — Monitor delivery fees and minimum orders across restaurants
• Restaurant discovery — Find all restaurants in a neighbourhood with their ratings and cuisines
• Price intelligence — Track menu item prices for market research and trend analysis
• Food tech & AI — Dataset creation for food recommendation systems and NLP projects

FAQ

Do I need a proxy? No configuration needed. A country-targeted Apify residential proxy is hardcoded and applied automatically — required for Foodpanda's PerimeterX bot protection.

Do I need to log in or provide credentials? No. The actor uses Foodpanda's public API — no login required.

How often can I run this? For large discovery runs (500+ restaurants), we recommend running no more than once per hour. The actor uses session-based rate limiting with built-in delays.

Why is my restaurant not found in Discovery mode? Discovery mode searches within a radius around a single point. Try increasing radiusKm or use URL mode with the exact restaurant URL.

Can I scrape grocery stores and convenience stores too? Yes — set vendorTypes to include grocery or convenience, or leave it empty to include all vendor types.

What currency are prices in? Prices are in the local currency of the country: SGD for Singapore, BDT for Bangladesh, PKR for Pakistan, HKD for Hong Kong, MYR for Malaysia.

Why are some menu items missing descriptions or images? Not all restaurants provide complete menu data. Items with missing descriptions or images will simply not have those fields in the output.

Is menu data available for all restaurants? Most restaurants support menus, but some (especially grocery stores) may have limited menu data.

Legal notice

This actor extracts publicly visible data from Foodpanda's website. Use it responsibly and in accordance with Foodpanda's Terms of Service. Do not use scraped data for unauthorized commercial purposes. The actor does not bypass authentication, access private data, or perform any action that would harm Foodpanda's infrastructure.