French Real Estate Agents · Multi-Network CRM

Pick one or more French realty brands (or BARNES luxury offices). Get advisors as one CRM table: names, phones, profile links, emails when the site publishes them — WhatsApp on BARNES.

No login. No API key. No admin access on any of the brands.

Free plan: 20 advisors / run. Paid plans follow your PPE budget.

Need only BARNES (24 countries, WhatsApp-first)? Use the dedicated Barnes Luxury Agents Actor. Need IAD and BARNES in the same file? Stay on this hub — tick both brands, same columns.

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Who is this for?

You are…	Typical goal	Suggested setup
Outbound / SDR on French networks	Named advisors + a phone or inbox	eXp or IAD · How many 25, then 0
CRM / RevOps	One schema for every franchise	Any brand · Outreach / CRM view
Luxury desk	WhatsApp, not a generic agency inbox	BARNES · France · one row per advisor
Agency comparing networks for a client	Same columns, several brands	KW + SAFTI · How many 25
Recruiter / network developer	Map who sits where	Sextant or megAgence · How many 0
Proptech	Stable sourceKey for upserts	Any brand · full directory

What you get by default: network, sourceKey, first / last / full name, job title when published, phone, email when the site shows it, profile or office URL, city / postcode when available.

Empty cells mean the public page does not show that field — not a broken run. megAgence and BARNES never publish a personal inbox. BARNES WhatsApp lands in phoneE164.

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Quick start

1. Open this Actor in Apify Console.
2. Leave Brands = eXp France (or tick several) and How many advisors per brand = 25.
3. Click Start.
4. Open the Outreach / CRM dataset view — first name, last name, email, phone.

For BARNES: pick BARNES (WhatsApp, no personal email) and click Start — France, one row per advisor. Other countries or office URLs: JSON/API (barnesCountry, barnesAgencyUrls) or the dedicated BARNES Actor.

Ready-made examples

Open any example, click Try — each run is capped at 25 rows. Full list: Examples.

Example	Best for
eXp France advisors for CRM	Flagship network · emails + phones
IAD France advisors	Independent mandataires
IAD Île-de-France	Geo-filtered CRM
KW France (Keller Williams)	KW directory
SAFTI France consultants	SAFTI mandataires
Sextant France	Sextant directory
Efficity consultants	Efficity + Immodvisor
BSK Immobilier	BSK profiles
megAgence phones	Phones only (no public email)
Espaces Atypiques teams	Rows with a published email
BARNES France WhatsApp	Luxury · WhatsApp
BARNES Switzerland CRM	DACH luxury
BARNES United States	US luxury offices

Need only BARNES (PPE per advisor, 24-country picker)? Dedicated Actor: Barnes Luxury Agents (Store listing pending the daily publish cap).

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Brands (tick several in one run)

Tick one or more brands. How many advisors per brand is a cap per brand, never per office (25 eXp + 25 IAD = 50 rows). 0 = each brand’s full public directory. Same CRM columns in every case.

Brand	network	Typical contacts
eXp France	exp_france	Email often · phone usually
IAD France	iad_france	Email pattern (verify) · phone usually
KW France	kw_france	Email often · phone usually
SAFTI	safti_france	Email often · phone usually
Sextant	sextant_france	Email often · phone usually
megAgence	megagence	No public email · phone usually
Efficity	efficity_france	Email often · phone usually
Espaces Atypiques	espaces_atypiques	Email required to export · phone usually
BSK / LF immo / Les Porteclés	bsk_immobilier / lf_immo / les_portecles	Email on profile when published
BARNES	barnes	No personal email · WhatsApp ~50% · office phone

Standalone Store listings for these brands (except BARNES) are deprecated — use this hub. BARNES stays available as its own Actor if you only ever scrape that directory.

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Typical fill rates (measured)

Cloud smoke, 20 Aug 2026, How many rows = 25 per brand (first pages of each directory — not a full catalogue). Run.

Brand	n	Email	Phone	WhatsApp
IAD	21	100%	100%	—
KW	0	—	—	—
SAFTI	25	100%	100%	—
eXp	25	100%	100%	—
BARNES (France)	25	0%	100% (office)	72%
Espaces Atypiques	25	100%	100%	—
Sextant	0	—	—	—
Efficity	25	92%	100%	—
megAgence	25	0%	100%	—
BSK	25	100%	100%	—
LF immo	25	100%	100%	—
Les Porteclés	25	0%	0%	—

KW and Sextant returned no rows on this run (site fetch failed). IAD saved 21/25 because 4 profile API calls failed. Espaces only exports advisors that already have an email. Exact % will move as each network edits public pages.

RSAC / licence-style fields are brand-specific (rsacOrCompliance). Lat/lng when the source map publishes them.

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Input

Field	What it does
networks	Brands to export (Console multi-select). One or several.
network	Legacy API: a single brand string. Ignored when networks is set.
maxResults	Console: How many advisors per brand. 25 first look · 0 whole directory of each brand. Not per agency.
barnesCountry	API-only. BARNES country (default France). all = 24 countries
barnesUniq	API-only. One row per advisor (default) or every office listing
barnesAgencyUrls	API-only. Optional pasted BARNES office pages

API-only (not in Console): BARNES barnesCountry / barnesUniq / barnesAgencyUrls (Console BARNES run = France, one row per advisor), directoryMode + profileStartUrls (LF, Porteclés, SAFTI, BSK, KW, Efficity, Sextant), Espaces mode / startUrls / maxAgencies, IAD filterRegion / filterPostalCode / listing thresholds, concurrency, listConcurrency, proxyConfiguration. On the Apify platform, datacenter proxy is on by default.

Examples

{
  "networks": ["exp_france"],
  "maxResults": 25
}

{
  "networks": ["iad_france", "kw_france", "safti_france"],
  "maxResults": 25
}

{
  "network": "barnes",
  "maxResults": 25,
  "barnesCountry": "france"
}

{
  "network": "iad_france",
  "maxResults": 0,
  "filterRegion": ["Île-de-France"]
}

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Output example

{
  "network": "barnes",
  "sourceKey": "barnes:wa:33616262198",
  "firstName": "Valentine",
  "lastName": "PAILLET",
  "fullName": "Valentine PAILLET",
  "jobTitle": "Manager",
  "phone": "+33155619290",
  "phoneE164": "+33616262198",
  "city": "Neuilly-sur-seine",
  "postalCode": "92200",
  "mainArea": "BARNES Neuilly",
  "profileUrl": "https://www.barnes-international.com/en/contact/france/barnes-neuilly.html",
  "countryCode": "FR",
  "extra": {
    "whatsapp": "+33616262198",
    "whatsappUrl": "https://api.whatsapp.com/send?phone=33616262198",
    "languages": ["English", "French"],
    "agencyName": "BARNES Neuilly"
  }
}

email is omitted (or empty) when the brand does not publish it. On eXp / IAD / KW the same columns fill with a professional inbox when the site shows one.

Dataset views: Overview, Outreach / CRM.

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How much does it cost to scrape French realty advisors?

You pay per saved advisor, according to the best contact on that row — not a flat fee per brand. Networks that publish emails (eXp, IAD, KW…) cost more per row than megAgence (phone, no inbox) or a name-only listing. BARNES WhatsApp uses the same rate as the dedicated BARNES Actor.

Empty directory pages are never billed. HTTP-only (no browser).

Event (Free)	When	Per row	Per 1,000
Advisor with email	Published professional inbox	$0.00399	$3.99
Advisor with WhatsApp	BARNES chat button (no personal email)	$0.00749	$7.49
Advisor with phone	Phone or office line, no email / WhatsApp	$0.00199	$1.99
Advisor name only	Profile / office, no usable contact	$0.00099	$0.99

Apify subscription tiers pay less (Bronze → Diamond). Typical mixes:

Scenario (Free, ~1,000 rows)	Why it costs that	Approx.
25-row Try (most brands)	First look	well under $0.15
1,000 eXp / IAD / KW (emails often)	Mostly the email event	~$3–4
1,000 megAgence	Phones, never a personal inbox	~$2
1,000 BARNES unique (~half WhatsApp)	WhatsApp + office-line mix	~$4.50–5.50
Espaces Atypiques	Only rows with email are saved	email rate on every billed row

Is scraping these directories free?

The public sites are free to browse. On Apify you pay the events above for saved rows only. A missing email is not a broken run — that row is billed at the phone or name-only rate.

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Is it legal to scrape French real estate agent directories?

This Actor only reads pages each brand already publishes without an account. Names, phones, emails and WhatsApp numbers are personal data. Your use must comply with GDPR and French prospecting rules (lawful basis, retention, opt-out). This is not legal advice.

Legal disclaimer

You are responsible for how you store and contact people in the export. This tool does not bypass logins or paywalls.

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Also available

Need only Optimhome (not in this hub)? Optimhome Advisors · Names, Phones & Emails.

Need only IAD on a dedicated listing? IAD France Advisors.

Barnes Luxury Agents · WhatsApp Directory — same BARNES public directory, WhatsApp-first pricing, country picker on a dedicated Console.

RGE France — certified artisans + named gérants.

eXp France and Espaces Atypiques also run in this hub (exp_france, espaces_atypiques). Standalone Store Actors remain available for a single-brand export.

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How it works

1. You pick one or more brands.
2. The Actor reads each brand’s public directory in turn (list, map, sitemap or office pages).
3. Rows are mapped to the same columns (network, sourceKey, names, contacts).
4. Dataset fills while the run is still going (you do not wait for the last page to see the first rows).

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Limitations

• Several brands in one run are crawled one after another (not in parallel), so a long mix + How many 0 can hit the run timeout.
• eXp is read from the public advisor directory (not a private API).
• BARNES has no personal email. WhatsApp is the public channel.
• LinkedIn AI enrichment from older KW / Sextant Actors is not in this hub.
• maxResults = 0 runs until the directory (or timeout) is done.
• Standalone brand Actors (IAD, eXp, …) point here. Do not start a new Actor per brand unless you only want BARNES.

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Local development

cd fr-realty-agents-hub
npm install
npm test
apify run

CLI / --input-file overwrites overlapping keys from repo input.json. BARNES smoke: apify run --input-file=./input.barnes.smoke.json.

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Internals (maintainers)

Espaces Atypiques parsers: src/lib/espacesAtypiquesLib/ (re-copy from espaces-atypiques-agents-scraper). BARNES: src/lib/barnes/ (re-copy from barnes-international-agents). Deprecated Store URLs → network values are in git history / CHANGELOG 1.7.

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Support

Contact corentin@outreacher.fr if you need another network, a CRM push, or a white-label run.