What is apify-booking-host-leads?

A lead-finding workflow for Booking.com accommodation listings, such as hotels, apartments, and holiday rentals. It finds hosts or property managers and enriches listings with available contact details.

Use it to build business-to-business prospect lists from Booking.com destination searches, using disclosed listing information first and other sources when contact details are missing.

It reduces the manual work of identifying who operates a property and finding a usable email, phone number, or company name.

apify-booking-host-leads — Skill for Claude Code by apify

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add apify/awesome-skills --skill apify-booking-host-leads

Clone the repo

git clone --depth 1 https://github.com/apify/awesome-skills

Made for: Claude Code.

Or install awesome-skills, the plugin that ships this one along with the rest of its 23 skills.

Its marketplace also offers this one on its own, as the plugin apify-booking-host-leads — /plugin install apify-booking-host-leads after adding the marketplace above.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/apify/awesome-skills/apify-booking-host-leads/github.svg)](https://agentmods.dev/skills/apify/awesome-skills/apify-booking-host-leads)

Your own site

<a href="https://agentmods.dev/skills/apify/awesome-skills/apify-booking-host-leads"><img src="https://agentmods.dev/badge/skills/apify/awesome-skills/apify-booking-host-leads/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/apify/awesome-skills/apify-booking-host-leads"><img src="https://agentmods.dev/badge/skills/apify/awesome-skills/apify-booking-host-leads.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 154 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 2,308 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits

NVIDIA SkillSpector pass 7 Sept 2026

How audits are shown

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00154	$0.02308
Opus 5	$0.00077	$0.01154
Sonnet 5	$0.00031	$0.00462
Haiku 4.5	$0.00015	$0.00231

Measured 12d ago against content hash bc6c05cf45d5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

apify-booking-host-leads scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/apify-booking-host-leads/SKILL.md · 119 lines

How it starts

The opening of the file, as written. The whole thing — 119 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Booking.com host & operator lead finder

Turn a Booking.com destination search into a clean table of accommodation hosts / property managers with their real contact details.

The key insight

When you scrape Booking.com, the host's contact email is sometimes already in the data under traderInfo (a trader-transparency disclosure). But this is region-dependent: strong in the EU (Zurich apartments: 80%) and Australia (Melbourne apartments: 82% in a 50-property test), and increasingly present in Asia (Beijing apartments: 65% as of June 2026, typically a QQ, 163, or Gmail address plus a Chinese company name). It is historically sparser in the US and UK. A naive chained Google Maps email scraper found emails for only ~10% and often matched the wrong business.

So use a waterfall: try the cheapest source first, fall through to more expensive ones only for leads still missing a contact. Never start with a Google Maps email extractor.

Tier	Source	Gets	Fires when
1	Booking `traderInfo`	email, phone, company	always (free, already scraped)
2	Google Maps Email Extractor (by name)	email, phone, socials, website	lead still has no email
3	Google Search (by name)	a candidate website	lead still has no website
4	Website contact scraper (on the website)	email / phone / socials	lead has a website but still no email

Prerequisites

Apify account (sign up)
Authentication via one of:
- apify login (OAuth, if using the Apify CLI)
- APIFY_TOKEN environment variable
- Token from Apify Console → Settings → Integrations

Workflow

Collect inputs. Ask the user for: destination (city/area), property type (Apartments / Guest houses / Holiday homes / Villas surface the most independent operators; none = all), max properties, and output format (CSV / JSON / Google Sheet).
Tier 1 - Scrape Booking.com. Run voyager/booking-scraper. Build a lead row per property from traderInfo and hostInfo (see Mapping below). Mark rows where traderInfo.email is present as contactSource: booking-trader.
Tier 2 - Google Maps (only rows still missing an email). Run lukaskrivka/google-maps-with-contact-details with searchStringsArray = ["<name>, <destination>", ...]. Fill email/phone/socials and capture any website it returns. Mark filled rows google-maps.
Tier 3 - Google Search (only rows still missing a website). Run apify/google-search-scraper with one query per lead ("<name> <city> official website"). Take the first non-OTA/non-social organicResults[].url as the candidate website.
Tier 4 - scrape the website (only rows with a website but no email). Default: vdrmota/contact-info-scraper (deterministic, ~14s/site). Optional: apify/ai-web-scraper with a prompt for email/phone/contact-form URL - but in live testing it was slow and failed on multiple sites, so prefer the contact scraper. Mark filled rows website-contact (or website-ai). Cap the count to control cost.
Deliver. Output one row per property. Report total rows, % with an email, and the contactSource breakdown. Rows still empty keep BookingURL (contact via Booking messaging).

Read the full file on GitHub · 119 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

references/gotchas.md 1.5 KB

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

12d ago First seen · 119 lines · 154 tokens per session scan A bc6c05cf45d5

Subscribe to this mod's changes

apify-booking-host-leads is a skill published in the GitHub repository apify/awesome-skills (252 stars, last pushed today), licensed Apache-2.0. It adds 154 tokens to every session and 2,308 once invoked, about $0.0008 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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