Barnes Luxury Agents · WhatsApp Directory

Export BARNES luxury real estate advisors from the public international directory. Pick a country (or the whole network), how many people you need, click Start.

Every row is one advisor: name, role, languages, office, photo, and WhatsApp when Barnes publishes it.

No login. No API key. No Barnes account.

Barnes does not publish personal emails on these pages. The public channel is WhatsApp + the office phone. This Actor does not invent inboxes.

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Who is this for?

You are…	Typical goal	Suggested setup
Proptech / CRM for luxury brokerage	Named advisors + a way to reach them	France · Quick look, then All matching advisors
Outbound on WhatsApp	Direct chat links, not a generic agency inbox	One row per advisor · Call list (250)
Relocation / family office desk	Cover one city or country	United States or Switzerland · Call list
Agency selling tools to luxury networks	Map who sits in which bureau	Every office listing · All matching advisors
Data / ops	Stable sourceKey for upserts	One row per advisor · All countries

What you get by default: full name (split first / last), job title, languages from the flag row, agency name / URL / address / office phone, photo, country, and WhatsApp in E.164 when the card has a chat button.

What you will not get: a personal email or a personal LinkedIn URL. Barnes only links the company LinkedIn on some office pages (agencyLinkedinUrl).

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Quick start

1. Open this Actor in Apify Console.
2. Leave How many = Quick look (25), Country = France, Rows = One row per advisor.
3. Click Start.
4. Open the Outreach / CRM dataset view — first name, last name, WhatsApp, office.

To cover the whole French network, switch How many to All matching advisors (about 117 offices, typically under a minute on HTTP).

Ready-made examples (published tasks)

Example	Best for
France luxury advisors with WhatsApp	Flagship EU market
Miami BARNES team	US long-tail
All 24 countries, unique people	Full network snapshot
Switzerland advisors for CRM	DACH outreach

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What it extracts

Category	Fields
Identity	fullName, firstName, lastName, jobTitle, photoUrl
Contact	whatsapp (E.164), whatsappUrl, phone (rare on the card), email (always null)
Languages	languages[] from the flag strip (e.g. Spanish, French)
Office	agencyName, agencyUrl, agencyAddress, agencyPhone, agencyLinkedinUrl, streetAddress, postalCode, city
Geo	country, countryCode, countrySlug, latitude, longitude
Deduping	sourceKey, officeCount, alsoAtAgencies[]

One row per person by default. The same advisor can appear on several Lyon (or other) office pages — those listings are merged. Switch Every office listing if you need one row per bureau.

Dataset views in Console: Overview, Outreach / CRM, Offices.

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Typical fill rates (directory crawl, Aug 2026)

	Unique people	With WhatsApp
Whole network (189 offices / 24 countries)	~2,000	~50%
France	~1,200	~half of unique names

Exact counts move as Barnes edits teams. WhatsApp is not on every card — some partners only show a photo and a role.

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Important / limitations

• Email is always empty. Barnes does not list personal inboxes on office team pages.
• WhatsApp is missing on about half of unique names. You still get name, role, office and photo.
• Personal LinkedIn is not published. Company pages land in agencyLinkedinUrl when present.
• Quick look / Call list stop once the advisor cap is reached. Extra offices are skipped on purpose.
• howMany = All matching advisors (0) runs until every selected office is read (or the run timeout).
• Names, photos and WhatsApp numbers are personal data. Keep a lawful basis (GDPR / local rules).

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Input

Field	What it does
howMany	Quick look (25) / Call list (250) / All matching advisors (0 = no numerical cap)
country	all or one directory slug (france, switzerland, united-states, …)
uniq	uniquePeople (default) or everyOffice
agencyUrls	Optional. Paste office URLs you already have; skips the directory + country filter

API-only (not in Console): maxPeople (integer override, 0 = no cap), concurrency (default 12, max 16), verboseLogs, proxyConfiguration. On the Apify platform, datacenter proxy is on by default.

Example

{
  "howMany": "preview",
  "country": "france",
  "uniq": "uniquePeople"
}

Pasted office URL (skips the country filter):

{
  "howMany": "all",
  "uniq": "uniquePeople",
  "agencyUrls": [
    "https://www.barnes-international.com/en/contact/united-states/barnes-miami.html"
  ]
}

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Output example

{
  "sourceKey": "barnes:wa:5491130281032",
  "network": "barnes",
  "fullName": "Mariano Leonardo LA TORRE",
  "firstName": "Mariano Leonardo",
  "lastName": "LA TORRE",
  "jobTitle": "Managing Partner",
  "whatsapp": "+5491130281032",
  "whatsappUrl": "https://api.whatsapp.com/send?phone=5491130281032",
  "phone": null,
  "email": null,
  "linkedinUrl": null,
  "languages": ["Spanish"],
  "photoUrl": "https://assets.barnes-international.com/bdata/collaborator/2026-05/1f14d445-dd69-6426-aaa8-bb8ffaeef99f/Mariano%20La%20Torre.jpg?width=400",
  "agencyName": "BARNES Buenos Aires",
  "agencyUrl": "https://www.barnes-international.com/en/contact/argentina/barnes-buenos-aires.html",
  "agencyAddress": "Ortiz de Ocampo 3050, Of. 102 - Palacio Alcorta, C1425CLA Buenos aires, AR",
  "agencyPhone": "+5491130281032",
  "agencyLinkedinUrl": "https://www.linkedin.com/company/barnes_realty",
  "streetAddress": "Ortiz de Ocampo 3050, Of. 102 - Palacio Alcorta",
  "postalCode": "C1425CLA",
  "city": "Buenos aires",
  "country": "Argentina",
  "countryCode": "AR",
  "countrySlug": "argentina",
  "latitude": -34.57732024,
  "longitude": -58.40231671,
  "officeCount": 1,
  "alsoAtAgencies": []
}

email and linkedinUrl stay null by design — they are not on the public cards.

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How much does it cost to scrape Barnes advisors?

HTTP-only (no browser). You pay per exported advisor, not per office page. There is no extra run-start fee.

Scenario	Free	Bronze	Silver	Gold
25 rows, mostly WhatsApp (Quick look)	~$0.19	~$0.17	~$0.16	~$0.15
1,000 unique advisors, ~50% WhatsApp	~$5.24	~$4.84	~$4.44	~$4.04
Full unique network (~2,000 people)	~$10.50	~$9.70	~$8.90	~$8.10

Event	Free	Bronze	Silver	Gold
Advisor with WhatsApp	$7.49 / 1k	$6.99	$6.49	$5.99
Advisor without WhatsApp	$2.99 / 1k	$2.69	$2.39	$2.09

Empty office pages and failed fetches are not billed. Compute stays low (512 MB, Cheerio/HTTP).

Is scraping Barnes free?

The public directory is free to browse. Running this Actor on Apify is billed per advisor (table above). Compute is cheap because there is no headless browser.

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Is it legal to scrape Barnes?

This Actor only reads pages Barnes publishes on barnes-international.com without an account. WhatsApp numbers and names are personal data. Your use must comply with GDPR and relevant regulations (lawful basis, retention, opt-out).

Legal disclaimer

This is not legal advice. You are responsible for how you store and contact people in the export.

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Also available — French real estate advisors

Need several French networks in one CRM file? French Real Estate Agents · Multi-network. Use this Actor if you only need BARNES (country picker, WhatsApp pricing).

Actor	What you get
French Real Estate Agents · Multi-network	Several French brands in one CRM table
Optimhome Advisors	Optimhome — names, phones, emails, RSAC
IAD France Advisors	IAD mandataires — names, phones, emails
Keller Williams France	KW advisors — emails, phones
SAFTI	SAFTI advisors — emails, phones
Sextant France	Sextant — emails, phones, GPS
Efficity Consultants	Efficity — emails, phones
megAgence	megAgence — phones and GPS
BSK Immobilier	BSK — emails, phones
Les Porteclés	Names and GPS

Browse all: apify.com/corent1robert

How it works

1. Open the public find-an-agency directory (or your pasted office URLs).
2. Keep offices for the country you picked.
3. Read each office team in parallel (full roster is in the page HTML — no extra click).
4. Merge the same person listed in several bureaux (WhatsApp first, then name).
5. Write the dataset as soon as the list is ready.

Typical wall-clock: a few seconds for Quick look, under a minute for a full country, under a minute for all 189 offices on a warm datacenter path.

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Local development

cd barnes-international-agents
npm install
npm test
apify run

storage/key_value_stores/default/INPUT.json must include howMany and country (the CLI validates it before main.js runs). .actor/INPUT.json matches the Console Try prefill (France, Quick look).

• apify run uses that KV input (or .actor/INPUT.json on first run).
• apify run --input-file=./input.smoke.json — one Neuilly office, fastest local check.
• apify run --input-file=./input.json — same as Try (France preview). On key collision, CLI / KV input overwrites the repo file.

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Internals (maintainers)

Office teams live in #team .card-agent. WhatsApp is api.whatsapp.com/send?phone= (hyphens and spaces are stripped to E.164). JSON-LD RealEstateAgent fills office address / geo. HTTP + browser User-Agent; no Playwright.

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Support

Contact corentin@outreacher.fr if you need a custom luxury-network scraper (Sotheby’s, Knight Frank, …) or a CRM push on top of this dataset.