Data & analysis

Dataify Booking Hotel Info

Try it

Collect Booking Hotel Info data and return results

What it does

Collect structured Booking.com hotel records from a known Booking hotel or listing URL. Use for Booking hotel details or listings. Do not use for general hotel price discovery through Google Hotels.

The skill document

Dataify Booking Hotel Info

Use this skill to create Booking hotel information collection tasks through Dataify's builder endpoint.

Required Workflow

  1. Use the booking_hotellist_by-url spider when the user wants to collect Booking hotel information from one or more Booking URLs.
  2. Check the local Python runtime before calling scripts. Prefer python; use python3 if that is the available Python command. Require Python 3 or newer. Do not use version-specific commands such as py -3.10.
  3. Tell the user which parameters are required and what the defaults are. Ask whether any values should be changed.
  4. Ask whether the user wants to collect multiple parameter sets. If yes, collect multiple spider_parameters objects for the same spider ID. If the user already supplied multiple Booking URLs, treat that as a multiple-set request.
  5. Before every real API call, show a Markdown confirmation table with the exact parameters that will be submitted. The table must use these columns: Parameter, Current value, Default value, Required, Description.
  6. If any dropdown fields are added in the future, show all available dropdown values in Markdown tables with exactly these columns: Label, Value. This tool currently has no dropdown fields.
  7. Ask the user whether any value should be changed. Do not call the API until the user explicitly confirms the table.
  8. Check for the Dataify API token only after parameter confirmation. Prefer a token explicitly provided by the user, then DATAIFY_API_TOKEN from the environment.
  9. If no token is available, tell the user: Missing Dataify API token. Provide a token, or log in/register at Dataify If you already have one, open Dataify and copy the API TOKEN from the top-right area.
  10. If the user provides a token and DATAIFY_API_TOKEN is not already saved locally, ask whether to save it as DATAIFY_API_TOKEN. Save it only after explicit consent and never echo the token back.
  11. After the API call, report the collection task ID and status. Look for common response fields such as task_id, taskId, id, status, data.task_id, data.id, or data.status. Then remind the user to view task details in the official dashboard: Dataify

Parameter Preview

Use the preview helper whenever possible:

python scripts/preview_params.py --url "https://www.booking.com/hotel/gb/westlands-of-pitlochry.en-gb.html#tab-main"

For multiple parameter sets, pass the exact JSON array:

python scripts/preview_params.py --parameters-json '[{"url":"https://www.booking.com/hotel/gb/westlands-of-pitlochry.en-gb.html#tab-main"},{"url":"https://www.booking.com/hotel/us/example.en-gb.html"}]'

API Call

Use the call helper after confirmation and token handling:

python scripts/booking_hotellist.py --url "https://www.booking.com/hotel/gb/westlands-of-pitlochry.en-gb.html#tab-main"
python scripts/booking_hotellist.py --parameters-json '[{"url":"https://www.booking.com/hotel/gb/westlands-of-pitlochry.en-gb.html#tab-main"},{"url":"https://www.booking.com/hotel/us/example.en-gb.html"}]'

If the token was provided in the conversation instead of the environment, pass it with --token and do not expose it in user-facing output:

python scripts/booking_hotellist.py --token "USER_TOKEN" --url "https://www.booking.com/hotel/gb/westlands-of-pitlochry.en-gb.html#tab-main"

Tool

ModeSpider IDRequired parametersDefault spider_parameters
by-urlbooking_hotellist_by-urlurl[{"url":"https://www.booking.com/hotel/gb/westlands-of-pitlochry.en-gb.html#tab-main"}]

Every request also accepts file_name. If omitted, use {{TasksID}}.

Fixed Request Fields

Always submit to https://scraperapi.dataify.com/builder?platform=1 with:

FieldValue
spider_namebooking.com
spider_idbooking_hotellist_by-url
spider_parametersJSON array of one or more parameter objects
spider_errorstrue
file_nameUser value, otherwise {{TasksID}}

Send parameters as form data. Keep spider_parameters as a JSON string inside the form body.

Related skills

Search Booking.com hotels by location, dates and occupancy in one unified schema, with cross-OTA price comparison. Use for hotel discovery on Booking.com. Powered by StayingAPI.

3 installs

Search Booking.com for a destination and stay with live nightly prices, pull one property in full with rooms and rate plans, and read guest reviews with the category breakdown. 3 endpoints, 1 credit each, structured JSON.

Read normalized Booking.com reviews for a listing, with native rating scales preserved. Use when a user wants ratings or guest feedback for a listing on Booking.com. Powered by StayingAPI.

2 installs

Complete Booking.com toolkit — search, availability, listing detail, price, cross-OTA price comparison and reviews, all in one unified schema. Install this when an agent needs broad Booking.com coverage. Powered by StayingAPI.

2 installs