vaaya / catalog / scrape reviews

Scrape reviews for AI agents

Guest reviews for any hotel or property from Booking.com — reputation research and voice-of-customer.

from 1¢

What it's for

Pull the full review stream for any Booking.com property.

Sort or filter by score, date, or traveler type.

Good for reputation research and voice-of-customer analysis.

Public reviews only — ratings, text, and traveler details as posted.

How to ask your agent

Connect Vaaya, then just say it in plain language. For example:

❯Use Vaaya to pull the reviews for this hotel on Booking.com.

❯Use Vaaya to get the most recent low-scoring reviews for this property.

What you get back

[
  {
    "likedText": "Beautiful building and lovely room. Staff were exceptional throughout our stay as we celebrated our Silver Anniversary.",
    "reviewTitle": "Thank you to all the amazing staff.",
    "travelerType": "Couple",
    "userLocation": "United Kingdom",
    "userName": "Kathryn",
    "rating": 10,
    "checkInDate": "2026-04-15",
    "checkOutDate": "2026-04-17"
  }
]

Pricing

10–50¢ per call (scales with how many reviews you pull). Charges are shown in cents and recorded in your transaction history. Set a maximum cost for each call. Failed calls are not charged.

Try it with your agent.

Connect Vaaya and describe what you want to do. Your agent can find a suitable service and call it within your budget.

npx @vaaya/mcp install