# Foodpanda Scraper | Menus Restaurants Reviews (`lentic_clockss/foodpanda-scraper`) Actor

Scrape Foodpanda restaurants, Apollo menus (toppings/fees/ETA), shops & reviews across SG/HK/MY/TW/PH/PK/BD/KH/MM/LA. Discover cities & cuisines. Export Excel/CSV/JSON. Unofficial — not affiliated with Foodpanda or Delivery Hero.

- **URL**: https://apify.com/lentic\_clockss/foodpanda-scraper.md
- **Developed by:** [kane liu](https://apify.com/lentic_clockss) (community)
- **Categories:** E-commerce, Travel, Automation
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.20 / 1,000 results

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

## Foodpanda Scraper — Restaurants, Menus & Reviews (APAC)

**Scrape Foodpanda restaurant listings, Apollo menus, shops/pandamart, and customer reviews — then download structured food-delivery data as Excel, CSV, or JSON.**

Use this Actor as a practical **Foodpanda data API** for multi-market restaurant discovery, cuisine research, menu monitoring, and review sampling across Asia–Pacific Foodpanda country sites. Pick a market and mode, then get Dataset rows with vendor codes, titles, ratings, prices, toppings, fees, ETA, and permalinks.

- Scrape **city × cuisine SEO pages**, **restaurant menus** (Apollo state: toppings, dynamic pricing, fees, ETA), **shops / pandamart**, **chain filters**, **city & cuisine discovery**, **startUrls**, and **reviews-api**
- Cover **10 Foodpanda markets**: Singapore, Hong Kong, Malaysia, Taiwan, Philippines, Pakistan, Bangladesh, Cambodia, Myanmar, Laos (`sg` `hk` `my` `tw` `ph` `pk` `bd` `kh` `mm` `la`)
- Extract **vendorCode**, title, URL, rating, menu categories / products / prices, delivery signals when present
- Export to **Excel / CSV / JSON**, or connect Make, n8n, Zapier, Python, or the Apify API
- **Pay per event** — Actor start + each Dataset result; **platform usage is included** (you do not pay separate Apify compute on top)

> **Unofficial tool.** This Actor is not affiliated with, endorsed by, or sponsored by Foodpanda or Delivery Hero. It collects publicly reachable listing, menu, and review surfaces and does **not** place orders, checkout, or access private Foodpanda accounts. **Thailand (`foodpanda.co.th`) is excluded** — that market redirected to Robinhood.

***

### What does the Foodpanda Scraper do?

Foodpanda Scraper lets you **extract structured restaurant, menu, and review data from Foodpanda country sites** without operating your own anti-bot browser fleet. Give it a market and a mode (for example `cuisine`, `restaurant`, or `reviews`), then start a run.

Under the hood, the Actor:

1. Validates your input (mode, market, city/cuisine/vendor identifiers, max results)
2. Enforces free-tier caps when you are on a free Apify plan
3. Collects public Foodpanda surfaces through a managed scrape backend with residential egress
4. Parses listing / Apollo menu / reviews signals into normalized Dataset records
5. Writes `INPUT_ECHO`, `RUN_SUMMARY` (and `ERROR_SUMMARY` on failure) to the key-value store

You run it like any other Apify Actor — schedule it, call it from the API, or plug it into automations.

***

### What Foodpanda data can I extract?

| Data | Cuisine / city | Restaurant menu | Reviews | Discover | Shops / chain |
| --- | :---: | :---: | :---: | :---: | :---: |
| Vendor code / slug / URL | ✅ | ✅ | ✅\* | ✅\* | ✅\* |
| Title / name | ✅ | ✅ | ✅\* | ✅ | ✅ |
| Rating / review count | ✅\* | ✅\* | ✅ | — | ✅\* |
| Cuisine / city slug | ✅ | ✅\* | — | ✅ | ✅\* |
| Menu categories / products / prices | — | ✅ | — | — | ✅\* |
| Toppings / fees / ETA | — | ✅\* | — | — | — |
| Review text / score / date | — | — | ✅ | — | — |

\*When present on the page, Apollo state, or reviews-api response. `loadMoreRounds` expands related cuisine-alias listings over HTTP (not a browser UI click loop).

***

### Why scrape Foodpanda?

Foodpanda is a major food-delivery marketplace across Asia–Pacific. Teams scrape Foodpanda to:

- Map **restaurant supply** by city, cuisine, or chain across countries
- Track **menus and prices** (including toppings / modifiers) for competitive monitoring
- Sample **customer reviews** for brand and quality research
- Build **delivery-market datasets** (ratings, fees, ETA)
- Discover **cities and cuisine SEO pages** before large listing runs

Compared with Foodpanda Actors that only cover **a few countries**, **URL-only menus**, or **no reviews**, this Actor focuses on **multi-market SEO listings + Apollo menus + reviews-api** in one input form — without Thailand’s Robinhood redirect.

***

### More Actors like this

Need restaurant / delivery data outside Foodpanda, or a different vertical? Use a **dedicated Actor** below for structured fields. Use this Actor for **Foodpanda** APAC restaurants, menus, shops, and reviews.

#### Similar food delivery scrapers

- [Foodora Scraper](https://apify.com/lentic_clockss/foodora-scraper) — Foodora NO / SE / AT / HU / CZ
- [Uber Eats Scraper](https://apify.com/lentic_clockss/ubereats-scraper) — multi-locale Uber Eats
- [Deliveroo Scraper](https://apify.com/lentic_clockss/deliveroo-scraper) — Deliveroo markets
- [Grab Scraper](https://apify.com/lentic_clockss/grab-scraper) — GrabFood / GrabMart SEA
- [DoorDash Scraper](https://apify.com/lentic_clockss/doordash-scraper) — DoorDash stores & menus
- [Wolt Scraper](https://apify.com/lentic_clockss/wolt-scraper) — Wolt restaurants & cities
- [Google Maps Scraper](https://apify.com/lentic_clockss/google-maps-scraper)
- [TripAdvisor Scraper](https://apify.com/lentic_clockss/tripadvisor-scraper)
- [Stealth Web Scraper](https://apify.com/lentic_clockss/stealth-web-scraper)

#### Prefer another specialized scraper?

If your target has a specialized Actor below, use that first — usually cheaper and more structured than a generic scrape.

**Jobs & Freelance**

- [LinkedIn Jobs Scraper](https://apify.com/lentic_clockss/linkedin-jobs-scraper)
- [Indeed Jobs Scraper](https://apify.com/lentic_clockss/indeed-jobs-scraper)
- [Upwork Jobs Scraper](https://apify.com/lentic_clockss/upwork-jobs-scraper)
- [Glassdoor Scraper](https://apify.com/lentic_clockss/glassdoor-scraper)
- [Fiverr Gigs Scraper](https://apify.com/lentic_clockss/fiverr-programming-tech-gigs-scraper)
- [Bayt Jobs Scraper](https://apify.com/lentic_clockss/bayt-scraper)

**Real Estate**

- [Zillow & Zumper Scraper](https://apify.com/lentic_clockss/us-real-estate-scraper)
- [Realtor.com Scraper](https://apify.com/lentic_clockss/realtor-com-scraper)
- [Apartments.com Rental Scraper](https://apify.com/lentic_clockss/apartments-com-rental-scraper)
- [Rightmove Scraper](https://apify.com/lentic_clockss/rightmove-property-scraper)
- [Idealista Scraper](https://apify.com/lentic_clockss/idealista-scraper)
- [realestate.com.au Scraper](https://apify.com/lentic_clockss/realestate-com-au-scraper)

**E-commerce**

- [Amazon Search Scraper](https://apify.com/lentic_clockss/amazon-search-results-collector)
- [Walmart Product Scraper](https://apify.com/lentic_clockss/walmart-scraper)
- [Etsy Scraper](https://apify.com/lentic_clockss/etsy-scraper)
- [Shopee Search Scraper](https://apify.com/lentic_clockss/shopee-search-scraper)
- [SHEIN Product Scraper](https://apify.com/lentic_clockss/shein-scraper)
- [Temu Product Scraper](https://apify.com/lentic_clockss/temu-scraper)
- [Target Product Scraper](https://apify.com/lentic_clockss/target-scraper)
- [Allegro Scraper](https://apify.com/lentic_clockss/allegro-scraper)

**Social & Content**

- [YouTube Research Scraper](https://apify.com/lentic_clockss/youtube-research-scraper)
- [TikTok Scraper](https://apify.com/lentic_clockss/tiktok-scraper)
- [Reddit Scraper](https://apify.com/lentic_clockss/reddit-scraper)
- [YouTube Shorts Scraper](https://apify.com/lentic_clockss/youtube-shorts-scraper)

**Ads Intelligence**

- [Facebook Ad Library Scraper](https://apify.com/lentic_clockss/facebook-ad-library-scraper)
- [TikTok Ads Scraper](https://apify.com/lentic_clockss/tiktok-ads-top-ads-actor)

**General Tools**

- [Stealth Web Scraper](https://apify.com/lentic_clockss/stealth-web-scraper)
- [Email Risk Validator](https://apify.com/lentic_clockss/email-risk-validator)
- [Phone Number Intelligence](https://apify.com/lentic_clockss/phone-number-intelligence)

→ See the full catalog in [Related Actors](#related-actors) below, or browse [apify.com/lentic\_clockss](https://apify.com/lentic_clockss).

***

### How to scrape Foodpanda (no code required)

1. Create a free [Apify](https://apify.com/) account
2. Open [Foodpanda Scraper](https://apify.com/lentic_clockss/foodpanda-scraper)
3. Choose a **mode**: `cuisine`, `restaurant`, `city`, `shops`, `discoverCities`, `discoverCuisines`, `chain`, `startUrls`, or `reviews`
4. Choose a **market** (default `sg`)
5. Enter **citySlug** + **cuisineSlug**, **vendorCode** / **vendorSlug** / **restaurantUrl**, **chainName**, or **startUrls**
6. *(Optional)* Set `maxResults`, `includeMenuItems`, `includeToppings`, `enrichMenus`, `loadMoreRounds`, `lang`
7. Click **Start** and download the Dataset as JSON, CSV, Excel, or JSONL

Start with `maxResults: 5–10` to verify the query, then scale up.

#### Connect to your tools

| Platform | How |
| --- | --- |
| **Make.com** | Apify → Run Actor → `lentic_clockss/foodpanda-scraper` |
| **n8n** | Apify node → Run Actor |
| **Zapier** | Apify → Run Actor |
| **API / SDK** | Apify Client (`actorId`: `lentic_clockss/foodpanda-scraper`) |

***

### How much does it cost to scrape Foodpanda?

This Actor uses **pay-per-event** pricing. You are charged for:

| Event | Price |
| --- | --- |
| Actor Start (`apify-actor-start`) | **$0.005** per start |
| Result (`apify-default-dataset-item`) | **$3.00 / 1,000** results (**$0.003** each on FREE/BRONZE) |

**Platform usage costs are included** — you do **not** pay separate Apify compute/proxy usage for this Actor on top of the event prices above (`User pays platform usage costs = No`).

#### Store tier pricing (results)

| Tier | $/1,000 | per result |
| --- | --- | --- |
| FREE\* | $3.00 | $0.003 |
| BRONZE | $3.00 | $0.003 |
| SILVER | $2.60 | $0.0026 |
| GOLD | $2.20 | $0.0022 |
| PLATINUM | $2.00 | $0.002 |
| DIAMOND | $1.60 | $0.0016 |

\*Store tier discounts apply to paying Apify customers on higher tiers.

#### Example cost estimates

| Results collected | Approx. event cost\* |
| --- | ---: |
| 100 | ~$0.31 |
| 1,000 | ~$3.01 |
| 10,000 | ~$30.01 |

\*Assumes one Actor start at default memory billing for start events, plus `$0.003` per Dataset item on FREE/BRONZE. Exact start billing can scale with allocated memory (one start event per GB, minimum one).

Free Apify trial credit can cover a small test run — try `maxResults: 5` first.

#### Free Apify plan limits (Actor-enforced)

| Cap | Free Apify plan | Paying |
| --- | --- | --- |
| Runs of this Actor | **10** total | Unlimited |
| Results per run | **200** | Schema max |

Limits are set by the Actor developer, not Apify. Quota hits return `SUCCEEDED` with `RUN_SUMMARY.status=FREE_TIER_LIMIT`.

***

### Input examples

#### Cuisine list (Singapore pizza)

```json
{
  "mode": "cuisine",
  "market": "sg",
  "citySlug": "singapore",
  "cuisineSlug": "pizza",
  "maxResults": 20,
  "loadMoreRounds": 1
}
```

#### Restaurant menu (Apollo)

```json
{
  "mode": "restaurant",
  "market": "sg",
  "vendorCode": "f7qh",
  "vendorSlug": "mcdonalds-boat-quay",
  "includeMenuItems": true,
  "includeToppings": true,
  "maxResults": 50
}
```

#### Reviews

```json
{
  "mode": "reviews",
  "market": "sg",
  "vendorCode": "f7qh",
  "vendorSlug": "mcdonalds-boat-quay",
  "maxResults": 20
}
```

#### Discover cuisines (Hong Kong)

```json
{
  "mode": "discoverCuisines",
  "market": "hk",
  "citySlug": "hong-kong",
  "maxResults": 50
}
```

#### Taiwan local slugs

Prefer local city/cuisine keys (for example `taichung-city` + a TW cuisine slug). Avoid forcing English `/en/` paths — empty `lang` is usually safest (especially for HK).

```json
{
  "mode": "cuisine",
  "market": "tw",
  "citySlug": "taichung-city",
  "cuisineSlug": "ri-shi",
  "maxResults": 10
}
```

***

### Output

Each Dataset item is a normalized Foodpanda row. Common fields:

| Field | Description |
| --- | --- |
| `itemType` | `restaurant`, `menu_item`, `review`, `city`, `cuisine`, `shop`, … |
| `vendorCode` / `code` | Stable vendor identifier when available |
| `title` / `name` | Display name |
| `url` | Foodpanda permalink |
| `market` / `citySlug` / `cuisineSlug` | Market and SEO slugs |
| `rating` / `price` / `categoryName` | Listing or menu signals when present |
| `scrapedAt` | ISO timestamp |

Run artifacts in the default key-value store:

- `INPUT_ECHO` — sanitized input (no secrets / no internal endpoint URLs)
- `RUN_SUMMARY` — status, counts, warnings, free-tier flags
- `ERROR_SUMMARY` — present only on hard failures

***

### Tips for best results

- Prefer **short verification runs** (`maxResults: 5`) before large jobs
- Leave **`lang` empty** unless you know the market needs a path prefix — `/en/` can 404 in Hong Kong
- Use **local TW / MY / PH city slugs**, not English approximations
- Use **`discoverCities` / `discoverCuisines`** to learn valid SEO keys before bulk cuisine runs
- Treat **shops / pandamart** as best-effort — anti-bot can intermittently block grocery surfaces
- Production jobs should use a **normal Actor run** (Dataset + KV). Standby Live View is for capped previews only

***

### FAQ

#### Is this an official Foodpanda API?

**No.** It is an unofficial scraper for publicly reachable Foodpanda pages and review surfaces. Not affiliated with Foodpanda or Delivery Hero.

#### Do I need my own proxies?

**No.** Residential egress is handled by the Actor backend. You do not mint Apify proxy in the Actor input for normal runs.

#### Can I scrape menus and toppings?

Yes — use `mode=restaurant` with `vendorCode` + `vendorSlug` (or `restaurantUrl`), and keep `includeMenuItems` / `includeToppings` enabled.

#### Can I scrape reviews?

Yes — use `mode=reviews` with a vendor code (and slug when you have it).

#### Why is Thailand missing?

`foodpanda.co.th` redirected to Robinhood. This Actor does not scrape that market.

#### Does platform usage cost extra?

**No.** With this Actor’s pay-per-event setup, **users do not pay separate Apify platform usage** on top of Actor Start + result events.

***

### Legal & ethical use

Use this Actor only for legitimate purposes and in compliance with applicable laws and Foodpanda / Delivery Hero terms. Do not scrape personal data you are not entitled to process. Respect rate limits and do not use the data to harm restaurants, riders, or diners.

***

### Support

Questions or feature requests? Open an issue on the Actor page or contact the developer via Apify Console.

**Keywords:** Foodpanda scraper, Foodpanda API, Foodpanda restaurant scraper, Foodpanda menu scraper, Foodpanda reviews scraper, food delivery data APAC, vendor code, cuisine slug, Singapore Foodpanda, Hong Kong Foodpanda, Malaysia Foodpanda, Taiwan Foodpanda, Philippines Foodpanda, pay per event

***

### Related Actors

All **77** public Actors from \[[lentic\_clockss](https://apify.com/lentic_clockss)]. Click a name to open the Store detail page.

#### Jobs & Freelance

- [LinkedIn Jobs Scraper](https://apify.com/lentic_clockss/linkedin-jobs-scraper)
- [Bayt Jobs Scraper](https://apify.com/lentic_clockss/bayt-scraper)
- [Fiverr Gigs Scraper](https://apify.com/lentic_clockss/fiverr-programming-tech-gigs-scraper)
- [Freelancer.com Scraper](https://apify.com/lentic_clockss/freelancer-scraper)
- [Glassdoor Scraper](https://apify.com/lentic_clockss/glassdoor-scraper)
- [Himalayas Jobs Scraper](https://apify.com/lentic_clockss/himalayas-jobs-scraper)
- [Indeed Jobs Scraper](https://apify.com/lentic_clockss/indeed-jobs-scraper)
- [Jobicy Remote Jobs Scraper](https://apify.com/lentic_clockss/jobicy-remote-jobs-scraper)
- [RemoteOK Jobs Scraper](https://apify.com/lentic_clockss/remoteok-all-jobs-scraper)
- [SEEK Jobs Scraper](https://apify.com/lentic_clockss/seek-scraper)
- [Upwork Jobs Scraper](https://apify.com/lentic_clockss/upwork-jobs-scraper)

#### Real Estate

- [Zillow & Zumper Scraper](https://apify.com/lentic_clockss/us-real-estate-scraper)
- [Realtor.com Scraper](https://apify.com/lentic_clockss/realtor-com-scraper)
- [99.co Scraper](https://apify.com/lentic_clockss/ninetynine-co-sg-scraper)
- [Realtor.com Agents Scraper](https://apify.com/lentic_clockss/realtor-com-agents-scraper)
- [Apartments.com Rental Scraper](https://apify.com/lentic_clockss/apartments-com-rental-scraper)
- [Bayut Scraper](https://apify.com/lentic_clockss/bayut-uae-scraper)
- [Craigslist Housing Scraper](https://apify.com/lentic_clockss/craigslist-housing-scraper)
- [Daft.ie Scraper](https://apify.com/lentic_clockss/daft-property-scraper)
- [Dot Property Scraper](https://apify.com/lentic_clockss/dot-property-th-scraper)
- [FINN.no Scraper](https://apify.com/lentic_clockss/finn-scraper)
- [Funda Scraper](https://apify.com/lentic_clockss/funda-scraper)
- [Hepsiemlak Scraper](https://apify.com/lentic_clockss/hepsiemlak-scraper)
- [Idealista Scraper](https://apify.com/lentic_clockss/idealista-scraper)
- [Immobiliare.it Scraper](https://apify.com/lentic_clockss/immobiliare-property-scraper)
- [ImmoScout24 Scraper](https://apify.com/lentic_clockss/immobilienscout24-scraper)
- [Naver Land Scraper](https://apify.com/lentic_clockss/naver-land-scraper)
- [OpenSooq Scraper](https://apify.com/lentic_clockss/opensooq-real-estate-scraper)
- [Otodom Scraper](https://apify.com/lentic_clockss/otodom-scraper)
- [Property Finder Scraper](https://apify.com/lentic_clockss/property-finder-uae-scraper)
- [PropertyGuru Scraper](https://apify.com/lentic_clockss/propertyguru-sg-scraper)
- [realestate.com.au Scraper](https://apify.com/lentic_clockss/realestate-com-au-scraper)
- [Realtor.ca Scraper](https://apify.com/lentic_clockss/realtor-ca-scraper)
- [Rightmove Scraper](https://apify.com/lentic_clockss/rightmove-property-scraper)
- [SeLoger Scraper](https://apify.com/lentic_clockss/seloger-property-scraper)
- [SUUMO Scraper](https://apify.com/lentic_clockss/suumo-property-scraper)
- [Zillow Group Scraper](https://apify.com/lentic_clockss/zillow-group-scraper)

#### E-commerce

- [Shopee Search Scraper](https://apify.com/lentic_clockss/shopee-search-scraper)
- [E-commerce Scraper](https://apify.com/lentic_clockss/ecommerce-scraper)
- [1688 Global Product Search Scraper](https://apify.com/lentic_clockss/1688-global-scraper)
- [Allegro Scraper](https://apify.com/lentic_clockss/allegro-scraper)
- [Amazon Search Scraper](https://apify.com/lentic_clockss/amazon-search-results-collector)
- [ASOS Product Scraper](https://apify.com/lentic_clockss/asos-scraper)
- [Cdiscount Product Scraper](https://apify.com/lentic_clockss/cdiscount-scraper)
- [Costco Product Scraper](https://apify.com/lentic_clockss/costco-scraper)
- [Coupang Product Scraper](https://apify.com/lentic_clockss/coupang-scraper)
- [Etsy Scraper](https://apify.com/lentic_clockss/etsy-scraper)
- [Lazada Scraper](https://apify.com/lentic_clockss/lazada-ph-search-results-collector)
- [MercadoLibre Scraper](https://apify.com/lentic_clockss/mercadolibre-scraper)
- [Mercari Japan Scraper](https://apify.com/lentic_clockss/mercari-scraper)
- [Rakuten Japan Scraper](https://apify.com/lentic_clockss/rakuten-scraper)
- [SHEIN Product Scraper](https://apify.com/lentic_clockss/shein-scraper)
- [Target Product Scraper](https://apify.com/lentic_clockss/target-scraper)
- [Temu Product Scraper](https://apify.com/lentic_clockss/temu-scraper)
- [Walmart Product Scraper](https://apify.com/lentic_clockss/walmart-scraper)

#### Travel & Stays

- [Booking.com & Airbnb Scraper](https://apify.com/lentic_clockss/booking-airbnb-scraper)
- [Agoda Scraper](https://apify.com/lentic_clockss/agoda-scraper)
- [Airbnb Listings Scraper](https://apify.com/lentic_clockss/airbnb-listings-scraper)
- [Booking.com Hotels Scraper](https://apify.com/lentic_clockss/booking-hotels-scraper)
- [Despegar Scraper](https://apify.com/lentic_clockss/despegar-scraper)
- [Expedia Scraper](https://apify.com/lentic_clockss/expedia-scraper)
- [Traveloka Scraper](https://apify.com/lentic_clockss/traveloka-scraper)
- [Travelstart Flights Scraper](https://apify.com/lentic_clockss/travelstart-scraper)
- [Trip.com Scraper](https://apify.com/lentic_clockss/trip-com-scraper)
- [TripAdvisor Scraper](https://apify.com/lentic_clockss/tripadvisor-scraper)

#### Social & Content

- [TikTok Scraper](https://apify.com/lentic_clockss/tiktok-scraper)
- [Reddit Scraper](https://apify.com/lentic_clockss/reddit-scraper)
- [YouTube Shorts Scraper](https://apify.com/lentic_clockss/youtube-shorts-scraper)
- [YouTube Research Scraper](https://apify.com/lentic_clockss/youtube-research-scraper)
- [Hacker News Scraper](https://apify.com/lentic_clockss/hacker-news-scraper)

#### Ads Intelligence

- [Facebook Ad Library Scraper](https://apify.com/lentic_clockss/facebook-ad-library-scraper)
- [Google Ads Transparency VN](https://apify.com/lentic_clockss/google-ads-transparency-center-vn)
- [TikTok Ads Scraper](https://apify.com/lentic_clockss/tiktok-ads-top-ads-actor)

#### Local & Maps

- [Google Maps Scraper](https://apify.com/lentic_clockss/google-maps-scraper)

#### General Tools

- [Stealth Web Scraper](https://apify.com/lentic_clockss/stealth-web-scraper)
- [Email Risk Validator](https://apify.com/lentic_clockss/email-risk-validator)
- [Phone Number Intelligence](https://apify.com/lentic_clockss/phone-number-intelligence)

→ Browse the full profile: [apify.com/lentic\_clockss](https://apify.com/lentic_clockss)

# Actor input Schema

## `mode` (type: `string`):

cuisine | restaurant | city | shops | discoverCities | discoverCuisines | chain | startUrls | reviews

## `market` (type: `string`):

Foodpanda country market

## `locale` (type: `string`):

Locale (alias of market)

## `citySlug` (type: `string`):

e.g. singapore, hong-kong, kuala-lumpur, taipei, bangkok, manila

## `cuisineSlug` (type: `string`):

e.g. pizza, sushi, burger, grocery

## `vendorCode` (type: `string`):

Vendor code

## `vendorSlug` (type: `string`):

Vendor slug

## `restaurantUrl` (type: `string`):

Restaurant URL

## `chainName` (type: `string`):

For mode=chain — substring match on name/chain/slug

## `lang` (type: `string`):

Optional path prefix (empty preferred; HK breaks with /en/)

## `includeMenuItems` (type: `boolean`):

Include menu items

## `includeToppings` (type: `boolean`):

Include topping ids on variations

## `enrichMenus` (type: `boolean`):

After cuisine/city/shops/chain list, fetch menus for up to maxEnrich restaurants

## `maxEnrich` (type: `integer`):

Max restaurants to enrich

## `loadMoreRounds` (type: `integer`):

Load-more / scroll rounds

## `maxResults` (type: `integer`):

Max results

## `startUrls` (type: `array`):

Start URLs

## `proxyCountry` (type: `string`):

Proxy country

## `workerBaseUrl` (type: `string`):

Worker base URL override

## Actor input object example

```json
{
  "mode": "cuisine",
  "market": "sg",
  "lang": "",
  "includeMenuItems": true,
  "includeToppings": true,
  "enrichMenus": false,
  "maxEnrich": 5,
  "loadMoreRounds": 3,
  "maxResults": 50
}
```

# Actor output Schema

## `dataset` (type: `string`):

No description

## `runSummary` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {};

// Run the Actor and wait for it to finish
const run = await client.actor("lentic_clockss/foodpanda-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {}

# Run the Actor and wait for it to finish
run = client.actor("lentic_clockss/foodpanda-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{}' |
apify call lentic_clockss/foodpanda-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=lentic_clockss/foodpanda-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/acts/oqB5jBA3ZCf1kANrY/builds/GhZ2rWYOAACs5bf9F/openapi.json