Apify Booking Host Leads

What it does

When your agent uses it

• The user says things like get emails from Booking.com
• Booking.com lead generation
• Find tour operator / property manager / host contacts
• Scrape accommodation owner emails

Example prompts

• “s or property manager”
• “get emails from Booking.com”
• “Booking.com lead generation”
• “/apify-booking-host-leads”

Requirements

• A credential in APIFY_TOKEN

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

1. 1Collect inputs. Ask the user for: destination (city/area), property type (Apartments / Guest houses / Holiday homes / Villas surface the…
2. 2Tier 1 - Scrape Booking.com. Run voyager/booking-scraper. Build a lead row per property from traderInfo and hostInfo (see Mapping below)…
3. 3Tier 2 - Google Maps (only rows still missing an email). Run lukaskrivka/google-maps-with-contact-details with searchStringsArray = [", "…
4. 4Tier 3 - Google Search (only rows still missing a website). Run apify/google-search-scraper with one query per lead (" official website")…
5. 5Tier 4 - scrape the website (only rows with a website but no email). Default: vdrmota/contact-info-scraper (deterministic, ~14s/site)…
6. 6Deliver. Output one row per property. Report total rows, % with an email, and the contactSource breakdown. Rows still empty keep…

What it can do on your machine

Read from SKILL.md and the folder at commit 1eb0cd0. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  No scripts in the folder and no shell commands in SKILL.md.

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  Links to these hosts (documentation or services it may open):

  • apify.com
  • console.apify.com
  • mcp.apify.com

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names these keys or tokens, usually read from environment variables:

  • APIFY_TOKEN

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Apify Booking Host Leads loads about 2.3k tokens when it runs, and up to ~2.7k if it reads all its reference files. Until then it costs about 186 tokens; SKILL.md has 879 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~186

When it runs · the whole SKILL.md, loaded when a task matches

~2.3k

With references · SKILL.md plus every file in references/, read only if the agent opens them

~2.7k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from apify/awesome-skills at commit 1eb0cd0, republished under its Apache-2.0 licence (© apify). 879 words, ~2,292 tokens.

name

apify-booking-host-leads

description

Find and enrich B2B leads from Booking.com - hotels, apartments, and vacation rentals - and pull each host's or property manager's real contact details (email, phone, company name, registration number). Use when the user says things like "get emails from Booking.com", "Booking.com lead generation", "find tour operator / property manager / host contacts", "scrape accommodation owner emails", or "build a list of Booking hosts". The host's email is usually already inside the Booking scraper's traderInfo field (EU/AU trader-transparency disclosure) - this skill leads with that and uses a Google Maps email scraper only as a fallback, instead of relying on Google Maps first (which mostly returns the wrong business).

author

Daniela Ryplová

author_url

https://github.com/danielarypl

metadata.keywords

booking, booking.com, lead-generation, leads, email-finder, hosts, property-managers, tour-operators, hospitality, traderinfo, contact-enrichment, b2b

# 1. Scrape Booking.com
apify actors call "voyager/booking-scraper" \
  -i '{"search":"Melbourne","maxItems":50,"propertyType":"Apartments","currency":"USD","language":"en-us","sortBy":"distance_from_search","rooms":1,"adults":2}' \
  --json \
  --user-agent apify-awesome-skills/apify-booking-host-leads \
  2>/dev/null

# Tier 2 - enrich names that have no traderInfo email
apify actors call "lukaskrivka/google-maps-with-contact-details" \
  -i '{"searchStringsArray":["<name>, Melbourne"],"locationQuery":"Melbourne","maxCrawledPlacesPerSearch":1,"language":"en"}' \
  --json \
  --user-agent apify-awesome-skills/apify-booking-host-leads \
  2>/dev/null

# Tier 3 - discover a website for leads that still have none
apify actors call "apify/google-search-scraper" \
  -i '{"queries":"<name> Melbourne official website","maxPagesPerQuery":1,"resultsPerPage":5,"countryCode":"us","languageCode":"en"}' \
  --json \
  --user-agent apify-awesome-skills/apify-booking-host-leads \
  2>/dev/null

# Tier 4 - AI-extract a contact email / form URL from the website
# (confirm the prompt/instructions field name against the Actor's input schema)
apify actors call "apify/ai-web-scraper" \
  -i '{"startUrls":[{"url":"<website>"}],"prompt":"Extract the contact email, phone, and contact-form URL. Return JSON keys: email, phone, contactFormUrl."}' \
  --json \
  --user-agent apify-awesome-skills/apify-booking-host-leads \
  2>/dev/null

# Inspect input schema / fetch results
apify actors info "voyager/booking-scraper" --input --json \
  --user-agent apify-awesome-skills/apify-booking-host-leads 2>/dev/null
apify datasets get-items DATASET_ID --format json \
  --user-agent apify-awesome-skills/apify-booking-host-leads 2>/dev/null

© apify, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/apify-booking-host-leads of apify/awesome-skills.

• SKILL.md
• references/gotchas.md

Open the folder on GitHubat commit 1eb0cd0