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Doctolib Doctors Scraper 🏥📅👨‍⚕️

The Doctolib Doctors Scraper is a powerful and scalable Apify Actor designed to extract structured doctor profiles, medical practice information, ratings, reviews, and appointment availability directly from Doctolib search results.

It enables healthcare market research, doctor discovery, appointment monitoring, medical recruitment, healthcare analytics, lead generation, AI training datasets, and structured healthcare data collection from one of Europe's leading medical appointment platforms.

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🎯 What This Scraper Does

Simply provide a country, city, medical specialty, and maximum number of profiles to collect.

The scraper automatically discovers and extracts matching healthcare professionals and medical practices.

✅ Extracts doctors and medical practices from Doctolib

✅ Supports France, Germany, and Italy

✅ Searches by city or location

✅ Searches by medical speciality

✅ Extracts ratings and review counts

✅ Collects appointment availability information

✅ Detects available appointment slots

✅ Supports configurable profile limits

✅ Generates structured healthcare datasets

✅ Ready for analytics and research workflows

✅ Export-ready output format

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🌍 Supported Countries

Country	Domain	Code
🇫🇷 France	doctolib.fr	fr
🇩🇪 Germany	doctolib.de	de
🇮🇹 Italy	doctolib.it	it

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📊 Data Extracted

👨‍⚕️ Doctor Information

Field	Description
🆔 doctorId	Unique doctor identifier
👨‍⚕️ doctorName	Doctor name
🩺 speciality	Medical specialty
⭐ rating	Average rating
💬 reviewCount	Number of reviews
🌆 city	Doctor city
📅 totalAvailableSlots	Available appointment slots
🔗 profileUrl	Doctor profile URL

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🛠 How to Use

1️⃣ Configure Input

Provide your search parameters:

{
  "country": "fr",
  "location": "paris",
  "speciality": "dentiste",
  "max_items": 50
}

2️⃣ Run the Actor

• Searches Doctolib for matching doctors

• Processes search result pages automatically

• Extracts doctor profiles and metadata

• Collects ratings and reviews

• Retrieves appointment availability

• Applies profile limits

• Stops automatically when limits are reached

3️⃣ Export the Dataset

Download your results in multiple formats:

✅ JSON

✅ CSV

✅ Excel

✅ XML

✅ HTML

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⚙️ Input Configuration

📥 Input Example

{
  "country": "fr",
  "location": "paris",
  "speciality": "dentiste",
  "max_items": 50
}

Input Fields

Field	Type	Description
country	string	Doctolib country code (fr, de, it)
location	string	City or area to search
speciality	string	Medical speciality
max_items	integer	Maximum number of profiles to collect

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📤 Output Example

{
  "doctorId": "DTLB-987654",
  "doctorName": "Dr. Marie Dupont",
  "speciality": "Dentiste",
  "rating": "4.8",
  "reviewCount": 215,
  "city": "Paris",
  "totalAvailableSlots": 12,
  "profileUrl": "https://www.doctolib.fr/dentiste/paris/marie-dupont"
}

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📊 Output Explanation

Use Case	Description
🏥 Healthcare Research	Analyze healthcare providers and specialties
📅 Appointment Monitoring	Track appointment availability
🎯 Medical Recruitment	Discover healthcare professionals
⭐ Reputation Analysis	Monitor ratings and reviews
📍 Healthcare Mapping	Build location-based healthcare datasets
🤖 AI & NLP Training	Generate structured healthcare datasets

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📊 Dataset Views Included

📋 Overview

Doctor ID, Name, Specialty, Rating, Reviews, City, Availability and Profile URL.

👨‍⚕️ Detailed Doctor Profiles

Complete doctor profile information including availability and profile metadata.

🩺 Doctors by Specialty

Grouped healthcare professionals by medical specialization.

🌆 Doctors by City

Grouped healthcare professionals by location.

⭐ Top Rated Doctors

Highest-rated doctors and practices.

📅 Doctors with Availability

Profiles with upcoming appointment availability.

🚨 Emergency Services Available

Doctors and practices offering urgent appointments.

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🌍 Why Use This Scraper?

🏥 Collect healthcare provider information at scale

📅 Monitor appointment availability

⭐ Analyze doctor ratings and reviews

🌍 Search across multiple European countries

📈 Build healthcare intelligence datasets

🤖 Automation-ready structured output

📦 Export data in multiple formats

🧠 Ideal for healthcare companies, researchers, recruiters, and analysts

🚀 Scalable for both small and enterprise workloads

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❓ FAQ

How does this scraper work?

The scraper searches Doctolib using the selected country, city, and medical specialty, then extracts doctor profiles, ratings, reviews, and availability information.

Which countries are supported?

Currently France, Germany, and Italy.

Can I search by specialty?

Yes. You can search for any supported medical specialty available on Doctolib.

Does the scraper collect appointment availability?

Yes. Available appointment slots and availability indicators are extracted whenever available.

Can I monitor doctors over time?

Yes. You can schedule recurring runs on Apify to track profile changes and availability.

Is the data collected live?

Yes. Data is extracted directly from Doctolib during each run.

What export formats are supported?

JSON, CSV, Excel, XML, and HTML.

Can I use the extracted data commercially?

Yes. The extracted data can be used for analytics, recruitment, research, lead generation, and commercial applications.

How long does a run take?

Most runs complete within minutes depending on the selected location and number of requested profiles.

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🚀 How to Use

1️⃣ Create a free Apify account

2️⃣ Open the Doctolib Doctors Scraper

3️⃣ Configure country, location, and specialty

4️⃣ Start the Actor

5️⃣ Export your data in JSON, CSV, Excel, XML, or HTML

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⚠️ Disclaimer

This tool is an independent solution and is not affiliated with, endorsed by, sponsored by, or connected to Doctolib.

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💸 Pricing

This scraper runs on a pay per events subscription model.

You only pay for successful runs.

💳 Price: $12.99 / 1000 results

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Related Actors

If you're interested in Healthcare, Jobs, Companies, Lead Generation, Marketplace, Social Media, or Research scraping solutions, explore more tools:

(Coming soon)

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📬 Support

⭐⭐⭐⭐⭐ Leave a 5-star rating if you enjoy using this scraper.

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🌍 PrimeScrape

Built for scalable web data extraction & automation.

Contact us for custom scraping solutions or enterprise requests via Apify or by email.