Agoda Reviews Scraper

Extract Agoda hotel review data in a structured format for research, monitoring, and analytics workflows. Collect guest comments, ratings, traveler segments, and reviewer context in one dataset. Built for fast review collection with clean output fields.

Features

• Review collection at scale - Pulls large review batches from Agoda property pages.
• Structured guest feedback - Captures review text, title, rating, and dates.
• Reviewer context - Includes reviewer country, traveler group, and room type.
• Pagination support - Moves through multiple review pages automatically.
• Clean dataset output - Saves records without null-only noise fields.

Use Cases

Hospitality Reputation Monitoring

Track what guests say about properties over time and identify shifts in sentiment.

Competitor Review Intelligence

Collect competitor review data for benchmarking ratings, strengths, and weaknesses.

Market Research

Build review datasets for trend analysis by traveler segment, country, and room type.

Product and Service Improvement

Use positive and negative comments to identify recurring service issues and wins.

Input Parameters

Parameter	Type	Required	Default	Description
startUrl	String	No	https://www.agoda.com/koisha/hotel/all/bishkek-kg.html	Agoda property URL to scrape.
results_wanted	Integer	No	20	Maximum reviews to store.
proxyConfiguration	Object	No	{"useApifyProxy": false}	Proxy configuration.

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Output Data

Each dataset item includes:

Field	Type	Description
hotel_id	Integer	Agoda hotel identifier.
hotel_name	String	Property name.
review_id	Integer	Unique review ID.
provider_id	Integer	Review provider identifier.
review_provider	String	Review provider name.
rating	Number	Numeric review rating.
formatted_rating	String	Display-formatted rating value.
rating_text	String	Human-friendly rating label.
review_title	String	Review title/headline.
review_comment	String	Full review text.
review_positives	String	Positive notes from review (when available).
review_negatives	String	Negative notes from review (when available).
review_date	String	Original review date timestamp.
formatted_review_date	String	Display-formatted review date.
reviewer_name	String	Displayed reviewer name.
reviewer_country	String	Reviewer country.
reviewer_group	String	Traveler segment (solo, couple, etc.).
reviewer_room_type	String	Room type in the review.
helpful_votes	Integer	Helpful votes count.
source_url	String	Agoda property URL used for extraction.
scraped_at	String	Extraction timestamp in ISO format.

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Usage Examples

Basic Run

{
  "startUrl": "https://www.agoda.com/koisha/hotel/all/bishkek-kg.html",
  "results_wanted": 20
}

Higher Review Count

{
  "startUrl": "https://www.agoda.com/koisha/hotel/all/bishkek-kg.html",
  "results_wanted": 50
}

With Proxy Configuration

{
  "startUrl": "https://www.agoda.com/koisha/hotel/all/bishkek-kg.html",
  "results_wanted": 100,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

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Sample Output

{
  "hotel_id": 6686120,
  "hotel_name": "Koisha",
  "review_id": 1027578343,
  "provider_id": 332,
  "review_provider": "Agoda",
  "rating": 10,
  "formatted_rating": "10.0",
  "rating_text": "Exceptional",
  "review_title": "Well located and comfortable stay",
  "review_comment": "Located within a short walking distance to Osh Bazaar...",
  "review_date": "2025-09-21T09:28:00+07:00",
  "formatted_review_date": "September 21, 2025",
  "reviewer_name": "Lin",
  "reviewer_country": "Singapore",
  "reviewer_group": "Solo traveler",
  "reviewer_room_type": "Standard Double Room",
  "helpful_votes": 0,
  "source_url": "https://www.agoda.com/koisha/hotel/all/bishkek-kg.html",
  "scraped_at": "2026-04-04T05:00:00.000Z"
}

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Tips for Best Results

Use Valid Property URLs

• Use full Agoda property page URLs.

Tune Collection Size

• Start with results_wanted: 20 for quick checks.
• Increase results_wanted when you need deeper review history.

Improve Stability

• Use proxy configuration when running large batches.
• Keep input values realistic to avoid unnecessary retries.

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Integrations

Connect your dataset with:

• Google Sheets - Analyze review trends quickly.
• Airtable - Build searchable review databases.
• Looker Studio - Visualize rating and sentiment patterns.
• Webhooks - Push new review data to your own systems.
• Make - Automate review monitoring workflows.
• Zapier - Trigger actions from fresh review records.

Export Formats

• JSON - API and engineering workflows
• CSV - Spreadsheet and BI tools
• Excel - Reporting and stakeholder sharing
• XML - System interoperability

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Frequently Asked Questions

Can I scrape reviews from any Agoda property?

Yes, use a valid Agoda property URL and the actor will resolve the hotel ID automatically when possible.

How many reviews can I collect?

It depends on available review comments for the property and your results_wanted setting.

Why are some optional review fields missing?

Not every review includes all optional fields, so only available values are saved.

Can I target specific traveler segments?

This actor is intentionally simplified to URL + pagination controls only.

Does the actor support automation?

Yes, you can schedule runs and connect outputs to downstream tools using standard Apify workflows.

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Support

For issues or feature requests, use the Apify Console support channels for this actor.

Resources

• Apify Documentation
• Apify API Reference
• Apify Scheduling

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Legal Notice

This actor is intended for lawful data collection and analysis workflows. You are responsible for complying with Agoda terms, local laws, and data-use regulations in your jurisdiction.