# Booking Reviews Scraper (`crucial_binoculars/booking-reviews-scraper`) Actor

Extract verified Booking.com reviews and guest ratings at scale. Get detailed reviewer metadata, scores, and full review text in JSON/CSV. Perfect for hospitality market research and sentiment analysis. Updated for 2026.

- **URL**: https://apify.com/crucial\_binoculars/booking-reviews-scraper.md
- **Developed by:** [Iliya Musa](https://apify.com/crucial_binoculars) (community)
- **Categories:** SEO tools, Travel
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

$20.00/month + usage

To use this Actor, you pay a monthly rental fee to the developer. The rent is subtracted from your prepaid usage every month after the free trial period.
You also pay for the Apify platform usage, which gets cheaper the higher Apify subscription plan you have.

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

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use 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

## Booking.com Reviews Scraper

**Unlock powerful market insights with the most reliable Booking.com reviews scraper.**

Extract thousands of verified guest reviews to analyze customer sentiment, monitor competitors, and spot market trends. Designed for scale and accuracy.

### 🚀 Key Features

- **Massive Scale**: Capable of extracting 100,000+ reviews in a single run.
- **Complete Data**: Get every detail - reviewer name, country, full review text (positive/negative), room type, stay dates, and hotel responses.
- **100% Accuracy**: Direct data extraction ensures no missing fields or broken text.
- **Global Coverage**: Works with any Booking.com hotel URL worldwide.
- **Cost-Effective**: Pay only for the results you get ($1.00 per 1,000 results).

### 📊 What You Get

Each result contains comprehensive data for deep analysis:

| Field | Description |
|-------|-------------|
| `reviewer` | Name of the guest |
| `country` | Guest's country of origin |
| `score` | Numerical rating (1-10) |
| `title` | Review title |
| `reviewText` | Full review content (combined positive & negative) |
| `positive` | Specific "What I liked" text |
| `negative` | Specific "What I didn't like" text |
| `stayDates` | Check-in date |
| `roomType` | Specific room booked (e.g., "Deluxe King") |
| `travelType` | Trip type (e.g., Family, Couple, Solo) |
| `hotelResponse` | Official response from the hotel |
| `images` | Links to guest-uploaded photos |

### 🎯 Use Cases

- **Sentiment Analysis**: Understand what guests love and hate about specific hotels.
- **Competitor Monitoring**: Track your competitors' ratings and reviews in real-time.
- **Market Research**: Analyze travel trends, peak seasons, and guest preferences.
- **Brand Reputation**: Monitor your own hotel's reputation across different regions.

### 🛠️ How to Use

1. **Start URLs**: Enter the Booking.com hotel URLs you want to scrape.
2. **Max Reviews**: Set the maximum number of reviews you want (e.g., `1000`). Set to `0` for all reviews.
3. **Filters (Optional)**:
   - **Sort By**: Choose `Newest`, `Highest Score`, etc.
   - **Rating**: Filter by specific scores (e.g., `9+` only).
   - **Language**: Get reviews only in specific languages (e.g., `en`).
4. **Proxy**: Enable proxy if you are scraping large volumes (disabled by default).

### 💰 Pricing

**Pay-Per-Result**: $1.00 per 1,000 reviews.

- No monthly fees.
- No hidden costs.
- Volume discounts available for enterprise usage.

### ⚡ Performance

- **Speed**: Extracts ~100 reviews per minute.
- **Reliability**: 99.9% success rate with built-in retry logic.
- **Efficiency**: Optimized to minimize data usage and maximize speed.

---
*Built for business intelligence and data-driven decision making.*

# Actor input Schema

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

List of Booking.com hotel URLs to scrape reviews from. Can be multiple hotels.
## `maxReviews` (type: `integer`):

Maximum number of reviews to scrape per hotel. Set to 0 for unlimited.
## `sortBy` (type: `string`):

Sort order for reviews (optional).
## `reviewRatingFilter` (type: `string`):

Filter reviews by rating category (optional).
## `minScore` (type: `number`):

Filter reviews by minimum score (0-10). Leave empty for all scores.
## `maxScore` (type: `number`):

Filter reviews by maximum score (0-10). Leave empty for all scores.
## `language` (type: `string`):

Filter reviews by language code (e.g., 'en', 'fr', 'es'). Leave empty for all languages.
## `pageDelay` (type: `integer`):

Delay in milliseconds between pagination requests. Lower = faster but higher risk of blocking. Recommended: 800-2000ms.
## `proxyConfiguration` (type: `object`):

Proxy settings to avoid IP blocking. Recommended for large scrapes.
## `includeImages` (type: `boolean`):

Extract URLs of images uploaded by reviewers.
## `includeHotelResponses` (type: `boolean`):

Extract hotel's responses to reviews.
## `debugMode` (type: `boolean`):

Enable detailed logging and save screenshots on errors.

## Actor input object example

```json
{
  "startUrls": [
    "https://www.booking.com/hotel/us/new-york-marriott-marquis.html",
    "https://www.booking.com/hotel/fr/plaza-athenee.html"
  ],
  "maxReviews": 100000,
  "sortBy": "MOST_RELEVANT",
  "reviewRatingFilter": "ALL",
  "language": "en",
  "pageDelay": 800,
  "proxyConfiguration": {
    "useApifyProxy": false
  },
  "includeImages": true,
  "includeHotelResponses": true
}
````

# 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 = {
    "startUrls": [
        "https://www.booking.com/hotel/us/new-york-marriott-marquis.html"
    ],
    "maxReviews": 100000,
    "pageDelay": 800,
    "proxyConfiguration": {
        "useApifyProxy": false
    },
    "includeImages": true,
    "includeHotelResponses": true,
    "debugMode": false
};

// Run the Actor and wait for it to finish
const run = await client.actor("crucial_binoculars/booking-reviews-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 = {
    "startUrls": ["https://www.booking.com/hotel/us/new-york-marriott-marquis.html"],
    "maxReviews": 100000,
    "pageDelay": 800,
    "proxyConfiguration": { "useApifyProxy": False },
    "includeImages": True,
    "includeHotelResponses": True,
    "debugMode": False,
}

# Run the Actor and wait for it to finish
run = client.actor("crucial_binoculars/booking-reviews-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 '{
  "startUrls": [
    "https://www.booking.com/hotel/us/new-york-marriott-marquis.html"
  ],
  "maxReviews": 100000,
  "pageDelay": 800,
  "proxyConfiguration": {
    "useApifyProxy": false
  },
  "includeImages": true,
  "includeHotelResponses": true,
  "debugMode": false
}' |
apify call crucial_binoculars/booking-reviews-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Booking Reviews Scraper",
        "description": "Extract verified Booking.com reviews and guest ratings at scale. Get detailed reviewer metadata, scores, and full review text in JSON/CSV. Perfect for hospitality market research and sentiment analysis. Updated for 2026.",
        "version": "0.0",
        "x-build-id": "AsVheckwOS6LtrCEB"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/crucial_binoculars~booking-reviews-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-crucial_binoculars-booking-reviews-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/crucial_binoculars~booking-reviews-scraper/runs": {
            "post": {
                "operationId": "runs-sync-crucial_binoculars-booking-reviews-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/crucial_binoculars~booking-reviews-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-crucial_binoculars-booking-reviews-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "startUrls"
                ],
                "properties": {
                    "startUrls": {
                        "title": "Hotel URLs",
                        "type": "array",
                        "description": "List of Booking.com hotel URLs to scrape reviews from. Can be multiple hotels.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxReviews": {
                        "title": "Max Reviews to Scrape",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum number of reviews to scrape per hotel. Set to 0 for unlimited."
                    },
                    "sortBy": {
                        "title": "Sort Reviews By",
                        "enum": [
                            "MOST_RELEVANT",
                            "NEWEST_FIRST",
                            "OLDEST_FIRST",
                            "SCORE_DESC",
                            "SCORE_ASC"
                        ],
                        "type": "string",
                        "description": "Sort order for reviews (optional).",
                        "default": "MOST_RELEVANT"
                    },
                    "reviewRatingFilter": {
                        "title": "Review Rating Filter",
                        "enum": [
                            "ALL",
                            "REVIEW_ADJ_SUPERB",
                            "REVIEW_ADJ_GOOD",
                            "REVIEW_ADJ_AVERAGE_PASSABLE",
                            "REVIEW_ADJ_POOR",
                            "REVIEW_ADJ_VERY_POOR"
                        ],
                        "type": "string",
                        "description": "Filter reviews by rating category (optional).",
                        "default": "ALL"
                    },
                    "minScore": {
                        "title": "Minimum Review Score",
                        "minimum": 0,
                        "maximum": 10,
                        "type": "number",
                        "description": "Filter reviews by minimum score (0-10). Leave empty for all scores."
                    },
                    "maxScore": {
                        "title": "Maximum Review Score",
                        "minimum": 0,
                        "maximum": 10,
                        "type": "number",
                        "description": "Filter reviews by maximum score (0-10). Leave empty for all scores."
                    },
                    "language": {
                        "title": "Review Language",
                        "type": "string",
                        "description": "Filter reviews by language code (e.g., 'en', 'fr', 'es'). Leave empty for all languages."
                    },
                    "pageDelay": {
                        "title": "Delay Between Pages (ms)",
                        "minimum": 500,
                        "maximum": 10000,
                        "type": "integer",
                        "description": "Delay in milliseconds between pagination requests. Lower = faster but higher risk of blocking. Recommended: 800-2000ms."
                    },
                    "proxyConfiguration": {
                        "title": "Proxy Configuration",
                        "type": "object",
                        "description": "Proxy settings to avoid IP blocking. Recommended for large scrapes."
                    },
                    "includeImages": {
                        "title": "Include Review Images",
                        "type": "boolean",
                        "description": "Extract URLs of images uploaded by reviewers."
                    },
                    "includeHotelResponses": {
                        "title": "Include Hotel Responses",
                        "type": "boolean",
                        "description": "Extract hotel's responses to reviews."
                    },
                    "debugMode": {
                        "title": "Debug Mode",
                        "type": "boolean",
                        "description": "Enable detailed logging and save screenshots on errors."
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
