# Booking.com Review Scores Scraper (`thescrappa/booking-review-scores-scraper`) Actor

Get a Booking.com hotel’s aggregate rating, total review count, and canonical property URL. Batch hotel pages to compare guest scores without collecting full review text.

- **URL**: https://apify.com/thescrappa/booking-review-scores-scraper.md
- **Developed by:** [Scrappa](https://apify.com/thescrappa) (community)
- **Categories:** Travel
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.33 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## Booking.com Review Scores Scraper

Retrieve aggregate Booking.com hotel ratings and review totals without collecting full review text. Batch property URLs to compare guest scores across hotels.

### What data can you extract?

| Field | Type | Description |
| --- | --- | --- |
| `success` | Boolean | True when Booking.com returned a parsed review-score response. |
| `data` | Object | Property identity and aggregate rating values, including score scale and review count. |
| `meta` | Object | Fetch metadata including property URL, timing, cache state, and collection steps. |
| `input_url` | String | Hotel or job page URL supplied for this lookup. |
| `scraped_at` | String | UTC date and time when this record was collected. |

### Use cases

- Hotel analysts can benchmark aggregate guest scores across properties.
- Travel sites can enrich hotel records with public rating totals.
- Investors can track guest-rating trends for lodging portfolios.

### How to use

1. Add one Booking.com hotel URL per entry in `hotels`.
2. Choose language and currency hints for the property page.
3. Read the aggregate rating and review count from the returned data object.

```json
{
  "hotels": [
    {
      "url": "https://www.booking.com/hotel/de/adlon-kempinski-berlin.html"
    }
  ],
  "lang": "en-us",
  "currency": "EUR",
  "maxResults": 10
}
```

### Input

| Field | Type | Required | Description |
| --- | --- | --- | --- |
| `hotels` | Array\<object> | Yes | Hotel listing URLs whose aggregate guest rating and review totals you want to retrieve. |
| `hotels[].url` | string | Yes per entry | Public source page URL used to retrieve this record. |
| `hotels[].country` | string | No | Kununu country market code, such as de, at, or ch. |
| `hotels[].slug` | string | No | Hotel slug from the Booking.com URL (e.g. ritz-paris). The trailing .html is optional. |
| `hotels[].checkin` | string | No | Hotel check-in date in YYYY-MM-DD format. |
| `hotels[].checkout` | string | No | Hotel check-out date in YYYY-MM-DD format, after check-in. |
| `hotels[].group_adults` | integer | No | Number of adults (1-30). |
| `hotels[].group_children` | integer | No | Number of children (0-20). |
| `hotels[].no_rooms` | integer | No | Number of rooms (1-30). |
| `hotels[].lang` | string | No | Language code for the response (e.g. en-us, de). |
| `hotels[].currency` | string | No | Three-letter currency code (e.g. EUR, USD). |
| `country` | string | No | Kununu country market code, such as de, at, or ch. |
| `slug` | string | No | Hotel slug from the Booking.com URL (e.g. ritz-paris). The trailing .html is optional. |
| `checkin` | string | No | Hotel check-in date in YYYY-MM-DD format. |
| `checkout` | string | No | Hotel check-out date in YYYY-MM-DD format, after check-in. |
| `group_adults` | integer | No | Number of adults (1-30). |
| `group_children` | integer | No | Number of children (0-20). |
| `no_rooms` | integer | No | Number of rooms (1-30). |
| `lang` | string | No | Language code for the response (e.g. en-us, de). |
| `currency` | string | No | Three-letter currency code (e.g. EUR, USD). |
| `maxResults` | integer | No | Maximum dataset items to save across this entire run. |

### Output example

```json
{
  "success": true,
  "data": {
    "title": "Adlon Kempinski Berlin",
    "canonical_url": "https://www.booking.com/hotel/de/adlon-kempinski-berlin.html",
    "aggregate_rating": {
      "reviewCount": 286,
      "bestRating": 10,
      "@type": "AggregateRating",
      "ratingValue": 9.2
    },
    "review_score": {
      "rating_value": 9.2,
      "best_rating": 10,
      "review_count": 286
    },
    "parsed": true
  },
  "meta": {
    "url": "https://www.booking.com/hotel/de/adlon-kempinski-berlin.html",
    "duration_ms": 495,
    "scraped_at": "2026-09-28T14:22:00Z",
    "cached": true,
    "booking_pool_attempts": 1,
    "booking_pool_stages": [
      "review-summary"
    ]
  },
  "input_url": "https://www.booking.com/hotel/de/adlon-kempinski-berlin.html",
  "scraped_at": "2026-10-01T12:00:00Z"
}
```

### Pricing

$0.50 per 1,000 results. Apify saves one dataset item per result and applies the Actor’s per-result price to saved items.

Set **maxResults** to cap the number of dataset items saved in one run.

### FAQ

#### Is scraping this information legal?

Rules depend on the source, location, data type, and intended use. Check applicable laws and source terms, and make sure your workflow follows privacy and data protection requirements.

#### What limits apply?

Submit up to 100 batch entries per run. Use **maxResults** to cap saved items. Results also depend on source availability and your Scrappa API plan.

#### Can I start runs through the Apify API?

Yes. Send a POST request to `https://api.apify.com/v2/acts/thescrappa~booking-review-scores-scraper/runs` with your Actor input, or use an Apify client library. Read the output from the run dataset.

#### Can I connect the results to other tools?

Yes. Apify integrations and APIs can pass dataset results to Make, Zapier, n8n, Google Sheets, and other data workflows.

#### What happens when one input fails?

The Actor logs a short source error and continues with the remaining entries. Transient rate limits and gateway errors are retried; if every entry fails, the run reports an error.

#### How does this differ from the reviews Actor?

This Actor returns aggregate scores and review counts. Use Booking.com Reviews Scraper for individual review records and comments.

### Related Scrappa Actors

- [Booking.com Reviews Scraper](https://apify.com/thescrappa/booking-reviews-scraper)
- [Booking.com Hotel Details Scraper](https://apify.com/thescrappa/booking-hotel-details-scraper)
- [Booking.com Search Scraper](https://apify.com/thescrappa/booking-search-scraper)

# Actor input Schema

## `hotels` (type: `array`):

Hotel listing URLs whose aggregate guest rating and review totals you want to retrieve.

## `country` (type: `string`):

Kununu country market code, such as de, at, or ch.

## `slug` (type: `string`):

Hotel slug from the Booking.com URL (e.g. ritz-paris). The trailing .html is optional.

## `checkin` (type: `string`):

Hotel check-in date in YYYY-MM-DD format.

## `checkout` (type: `string`):

Hotel check-out date in YYYY-MM-DD format, after check-in.

## `group_adults` (type: `integer`):

Number of adults (1-30).

## `group_children` (type: `integer`):

Number of children (0-20).

## `no_rooms` (type: `integer`):

Number of rooms (1-30).

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

Language code for the response (e.g. en-us, de).

## `currency` (type: `string`):

Three-letter currency code (e.g. EUR, USD).

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

Maximum dataset items to save across this entire run.

## Actor input object example

```json
{
  "hotels": [
    {
      "url": "https://www.booking.com/hotel/de/adlon-kempinski-berlin.html"
    }
  ],
  "lang": "en-us",
  "currency": "EUR",
  "maxResults": 10
}
```

# Actor output Schema

## `results` (type: `string`):

All results from this run in the default dataset.

# 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 = {
    "hotels": [
        {
            "url": "https://www.booking.com/hotel/de/adlon-kempinski-berlin.html"
        }
    ],
    "lang": "en-us",
    "currency": "EUR",
    "maxResults": 10
};

// Run the Actor and wait for it to finish
const run = await client.actor("thescrappa/booking-review-scores-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 = {
    "hotels": [{ "url": "https://www.booking.com/hotel/de/adlon-kempinski-berlin.html" }],
    "lang": "en-us",
    "currency": "EUR",
    "maxResults": 10,
}

# Run the Actor and wait for it to finish
run = client.actor("thescrappa/booking-review-scores-scraper").call(run_input=run_input)

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

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

```

## CLI example

```bash
echo '{
  "hotels": [
    {
      "url": "https://www.booking.com/hotel/de/adlon-kempinski-berlin.html"
    }
  ],
  "lang": "en-us",
  "currency": "EUR",
  "maxResults": 10
}' |
apify call thescrappa/booking-review-scores-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,thescrappa/booking-review-scores-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/QCOUZmgOLT5ro0xhd/builds/jX0LnsMuft50CHIW8/openapi.json