vaaya / discover / 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:

❯Pull the reviews for this hotel on Booking.com.

❯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). Billed per call in cents, capped by your max, every call on the ledger. Failed calls are not billed.

Give your agents this.

Connect Vaaya once, then describe the outcome. It picks the right capability, runs it, and pays per call.

npx @vaaya/mcp install