Doctolib · Practitioners by Specialty & City

Pick a specialty and a city. Get one row per public Doctolib practitioner: name, phone when listed, address, specialty, RPPS / ADELI when shown, profile URL.

No login. No API key. No Doctolib account. About $2 per 1,000 rows on Free. France, Germany, and Italy.

Who is this for?

You are…	Typical goal	Suggested setup
Medical / dental supplier	City call list	Specialty Dentist + Paris · Max rows 50 first
Healthcare SDR / outbound	Phones for a territory	Same · export Outreach / CRM
Agency / CRM ops	Refresh links you already stored	Profile URLs mode
Market research	Size a specialty in a city	Keep Search · raise Max rows or set 0
DE / IT expansion	Same job outside France	Country Germany or Italy · matching city

What you get by default: name (split first/last when listed), landline, street, city, specialty, RPPS on French directory pages, profile URL and photo. Email is almost never public — this Actor does not guess mailboxes. Languages, diplomas, fees, GPS and cabinet name stay null unless Doctolib already put them in the first HTML (most profiles hydrate those in the browser).

Fill rate (cloud, 14 Paris dentists, phone required, August 2026): 14/14 name · phone · address · city · photo · 13/14 RPPS and first/last name · 13/14 specialty · 1/14 presentation · 0/14 languages, diplomas, fees, GPS, website. One profile was skipped (no public phone).

When to paste profile URLs: you already have Doctolib links in a spreadsheet and only need a refresh.

Quick start

1. Keep Search mode.
2. Choose Country, a specialty, and a city.
3. Leave Max rows at 50 for a first look.
4. Click Start. Open the Outreach / CRM dataset view.

Set Max rows to 0 when you want the full city list (every public profile for that specialty in that city). Optional: paste a Doctolib search URL if the city is not in the list.

Example — all gynaecologists in Paris

Specialty Gynaecologist, city Paris, France, Max rows = 0. The Actor walks the public directory until it runs out of matching profiles (not a 50-row sample). Related French slugs are included (gynecologue, obstetrics, medical / surgical gynae). Expect hundreds of rows and about $2 per 1,000 on Free. Turn only rows with a phone off if you also want profiles without a landline.

Ready-made examples (published tasks)

Example	Best for
Export dentists in Paris from Doctolib	France dental outreach
Find GPs in Lyon on Doctolib	City GP list
Export dentists in Berlin from Doctolib	Germany (doctolib.de)
Enrich Doctolib profile URLs you already have	CRM refresh

These landing pages are on the Actor Examples tab after publication.

What it extracts

Field	What it is
fullName / title / firstName / lastName	Display name, Dr when listed, split identity
specialityName	Specialty label
phone / phoneE164	Public landline (national) and E.164 (+33…)
fullAddress	One line: street, postcode city, country
address / zipcode / city / country	Split location. country is ISO2 (FR, DE, IT)
rpps / adeli / lanr / siren	Legal IDs when published
practiceName	Cabinet / clinic name when listed
latitude / longitude / website	Rare on first HTML
presentation / languagesSpoken / diplomas / experience	Profile sections when present in HTML
feesSummary / regulationSector	Indicative fees and convention when listed
sourceUrl / imageUrl	Canonical profile and photo

Empty values are null, never "-".

How much does it cost to scrape Doctolib?

Cloud runs use a French (or DE/IT) residential proxy by default. A cheap datacenter proxy is blocked by Doctolib’s directory. Proxy traffic is billed by Apify on top of PPE.

HTTP-only — default 1024 MB, no browser. You pay per exported practitioner row. Skipped pages are not billed.

Store comps (August 2026): other Doctolib Actors range from about $1.50 / 1k to $7–$40 / 1k. This Actor is $2 / 1k on Free — same band as OneDoc.ch and local.ch in this toolkit.

	Free	Bronze	Silver	Gold	Platinum	Diamond
Actor start	$0.00005	$0.00005	$0.00005	$0.00005	$0.00005	$0.00005
Practitioner profile	$0.002	$0.0018	$0.0016	$0.0014	$0.0012	$0.0012
50 profiles	~$0.10	~$0.09	~$0.08	~$0.07	~$0.06	~$0.06
1,000 practitioners	$2	$1.80	$1.60	$1.40	$1.20	$1.20

Is scraping Doctolib free?

A 50-row test is about $0.10 on Free. National (All cities) exports can be tens of thousands of rows — keep Max rows low on the first run.

Input

Field	Default	Notes
mode	search	City list (search) or CRM links (practitionerUrls)
specialty	dentiste	40+ specialties in the list, or custom + customSpecialtySlug
place	fr:paris	fr:paris, de:berlin, it:milano, fr:all, or custom + customCity
maxItems	0 in API · Console prefill 50	0 = no row ceiling
requirePhone	true	Skip profiles with no public phone
searchUrls	empty	Optional extra / custom search pages
practitionerUrls	empty	Only for Profile URLs mode

API-only (accepted in JSON, not shown on the Console form):

Field	Default	Notes
verboseLogs	false	Extra debug lines
proxyConfiguration	Residential, country matched to the city	Override via API
maxConcurrency	8	Parallel profile fetches
datasetFormat	client	full adds internal IDs
specialtySlugs	—	Extra directory slugs (legacy)

Example — Paris dentists

{
  "mode": "search",
  "specialty": "dentiste",
  "place": "fr:paris",
  "maxItems": 50,
  "requirePhone": true
}

Example — Berlin dentists

{
  "mode": "search",
  "specialty": "dentiste",
  "place": "de:berlin",
  "maxItems": 50,
  "requirePhone": true
}

Example — profile URLs

{
  "mode": "practitionerUrls",
  "practitionerUrls": [
    { "url": "https://www.doctolib.fr/dentiste/paris/leslie-sultan" }
  ]
}

Output example

{
  "fullName": "Dr Leslie Sultan",
  "title": "Dr",
  "firstName": "Leslie",
  "lastName": "Sultan",
  "specialityName": "Chirurgien-dentiste",
  "rpps": "10003489860",
  "phone": "01 42 60 43 11",
  "phoneE164": "+33142604311",
  "fullAddress": "12 Rue d'Alger, 75001 Paris, France",
  "address": "12 Rue d'Alger",
  "zipcode": "75001",
  "city": "Paris",
  "country": "FR",
  "sourceUrl": "https://www.doctolib.fr/dentiste/paris/leslie-sultan"
}

Phone and legal IDs are only present when Doctolib shows them on the public page.

How it works

1. You pick specialty + city (or paste a search / profile URL).
2. The Actor matches public Doctolib directory profile URLs for that specialty and city.
3. Each profile page is parsed from HTML (no Doctolib account, no private API).
4. Rows are written as they complete.

Is it legal to scrape Doctolib?

This Actor only reads public practitioner directory pages. Health-related personal data is sensitive: you must have a lawful basis (GDPR and local rules) for your use case. Respect Doctolib’s terms and keep concurrency reasonable. This is not legal advice.

Also available

• OneDoc.ch · Swiss Practitioners by Specialty & City — Swiss doctors and dentists, phone and email when published.
• local.ch scraper — Swiss business directory leads.

Local development

cd doctolib-practitioner-scraper
npm install
apify run

storage/key_value_stores/default/INPUT.json (or .actor/INPUT.json) must satisfy the input schema. Local datasets stay in storage/ and are also written to output.csv. They are not uploaded to Apify Console.

Support

Contact corentin@outreacher.fr if you need a custom scraper or a tailored export.