Marham.pk Scraper

What does the Marham.pk Doctors Scraper do?

The Marham.pk Doctors Scraper collects structured doctor listings from Marham.pk, a Pakistani healthcare platform. Search by specialty and city, or provide specific public doctor profile URLs, then export clean records with identity, location, profile, image, and consultation availability information.

The dataset is useful for healthcare directories, local market research, provider discovery, appointment workflows, and data enrichment. Each saved record has a stable doctor identifier or profile URL, and empty source values are left out of the output.

Why use the Marham.pk Doctors Scraper?

• Targeted provider discovery - Search for dermatologists, cardiologists, pediatricians, gynecologists, and other specialties in a selected Pakistani city.
• Clean directory records - Get names, specialties, profile links, locations, addresses, images, and source identifiers in a consistent format.
• Availability indicators - Track whether a provider is listed for online consultation, appears on the platform panel, or has an external profile.
• Duplicate-safe datasets - Repeated records are removed using the doctor identifier and canonical profile URL.
• Automation-ready exports - Download JSON, CSV, Excel, XML, or connect the dataset to webhooks and other Apify integrations.
• Flexible collection - Use a specialty and city search for discovery, or pass exact profile URLs for a focused list.

What data can you extract from Marham.pk?

Field	Type	Description
doctor_id	Integer	Marham doctor identifier
object_id	String	Stable platform record identifier
name	String	Doctor name
title	String	Full listing title as published by Marham.pk
specialty	String	Specialty shown in the listing title
profile_specialty	String	Specialty shown on the matched profile when it differs from the listing
url	String	Public Marham.pk profile URL
image_url	String	Profile or listing image URL when available
city	String	Practice or listing city
area	String	Area or neighborhood when available
address	String	Practice address when available
country	String	Country associated with the listing
telephone	String	Public contact number when published
currencies_accepted	String	Currency used for consultation fees
available_service	String	Appointment service listed for the profile
seeks	String	Patient or specialty description when published
opening_hours	String	Profile opening time when published
description	String	Public doctor profile description
qualifications	String	Qualifications extracted from the profile description
experience	String	Years of experience when published
patient_count	Integer	Patients treated through Marham when published
reviews_count	Integer	Review count
rating_value	Number	Published rating value
satisfaction	String	Patient satisfaction percentage when published
fee	String	Consultation fee when published
hospitals	Array	Affiliated hospitals or consultation locations
hospital_details	Array	Location names, fees, hours, addresses, coordinates, and contact data
services	Array	Services or treatments listed for the doctor
about	String	Appointment and provider summary when published
listing_type	Integer	Marham listing type value
priority	Integer	Listing priority value
online_consultation	Boolean	Whether online consultation is indicated
on_panel	Boolean	Whether the doctor is marked as on-panel
external_profile	Boolean	Whether the record is marked as an external profile
pmdc_verified	Boolean	Whether Pakistan Medical and Dental Council membership is published
video_consultation	Boolean	Whether video consultation is indicated
given_name	String	Given name when published
family_name	String	Family name when published
gender	String	Gender when published
member_of	Array	Published professional or organization affiliations
_source	String	Source website, marham.pk

Profile detail fields are included when Marham.pk publishes them. Records remain variable in size because unavailable values are omitted rather than emitted as null fields.

How to use the Marham.pk Doctors Scraper

1. Open the Actor in Apify Console.
2. Enter a specialty and city, or add one or more public doctor profile URLs.
3. Set the maximum number of records.
4. Start the run and review the dataset preview.
5. Download the records or connect the dataset to your workflow.

Input Parameters

Parameter	Type	Required	Default	Description
specialty	String	No	dermatologist	Specialty to search for, such as cardiologist or pediatrician
city	String	No	lahore	Pakistani city filter, such as karachi or islamabad
results_wanted	Integer	No	50	Maximum number of records to save
startUrls	Array	No	[]	Specific Marham.pk doctor profile URLs; these take precedence over specialty and city
scrapeDetailPages	Boolean	No	false	Retained for input compatibility; profile detail enrichment is collected automatically when available
proxyConfiguration	Object	No	{ "useApifyProxy": false }	Optional Apify proxy settings

Usage Examples

Basic specialty search

Collect dermatologists listed in Lahore:

{
  "specialty": "dermatologist",
  "city": "lahore",
  "results_wanted": 20
}

Larger city collection

Collect up to 100 cardiologists in Karachi:

{
  "specialty": "cardiologist",
  "city": "karachi",
  "results_wanted": 100
}

Specific profile URLs

Collect only the doctors identified by these public profile URLs:

{
  "startUrls": [
    "https://www.marham.pk/doctors/lahore/dermatologist/prof-dr-zahida-rani",
    "https://www.marham.pk/online-consultation/dermatologist/lahore/dr-natasha-imran-9087"
  ],
  "results_wanted": 20
}

Sample Output

{
  "doctor_id": 9400,
  "name": "Assoc. Prof. Dr. Sumara Rashid",
  "title": "Assoc. Prof. Dr. Sumara Rashid - Dermatologist",
  "specialty": "Dermatologist",
  "profile_specialty": "Dermatologist",
  "url": "https://www.marham.pk/online-consultation/dermatologist/lahore/assoc-prof-dr-sumara-rashid-9400",
  "image_url": "https://staticconnect-new.marham.pk/assets/doctors/9400/dr-sumara-rashid-dermatologist-lahore-53_450X450.jpg",
  "city": "Lahore",
  "address": "4 Sher Shah road, Garden Town, Lahore",
  "country": "Pakistan",
  "telephone": "042-34500888",
  "currencies_accepted": "PKR",
  "available_service": "Appointment Booking",
  "seeks": "Patient of Dermatologist",
  "opening_hours": "10:00 AM",
  "description": "Assoc. Prof. Dr. Sumara Rashid is a qualified Dermatologist in Lahore with over 11 years of experience.",
  "qualifications": "MBBS from Quaid-e-Azam Medical College, Bahawalpur., FCPS. (Dermatology) from College of Physicians & Surgeons Pakistan and BSc from Islamia University, Bahawalpur",
  "experience": "11 years",
  "patient_count": 96,
  "reviews_count": 86,
  "rating_value": 4.9,
  "satisfaction": "99%",
  "fee": "PKR 4000",
  "hospitals": ["Video Consultation"],
  "hospital_details": [{
    "name": "Video Consultation",
    "opening_hours": "10:00 AM - 01:00 PM",
    "fee": "PKR 4000",
    "address": "4 Sher Shah road, Garden Town, Lahore",
    "latitude": "31.496609",
    "longitude": "74.31915",
    "telephone": "042-34500888"
  }],
  "services": ["Removal Of Moles & Warts", "Q Switch Laser", "Burn Surgery"],
  "object_id": "DR-9400",
  "listing_type": 1,
  "priority": 2,
  "online_consultation": true,
  "on_panel": true,
  "external_profile": true,
  "pmdc_verified": true,
  "video_consultation": true,
  "given_name": "Sumara",
  "family_name": "Rashid",
  "gender": "female",
  "_source": "marham.pk"
}

Tips for best results

• Use the specialty wording used by Marham.pk, for example dermatologist, gynecologist, or orthopedic surgeon.
• Start with 20 records to check the dataset before increasing the limit.
• Use a city filter for a focused provider list. Leave it empty when a specialty-wide search is preferred.
• Use startUrls when exact profiles matter more than search discovery.
• Treat missing address or image values as source-data limitations. Empty values are intentionally omitted from records.
• Schedule repeat runs when you need to monitor provider listings or consultation availability indicators.

Integrations

• Google Sheets - Export provider records for review and sharing.
• Airtable - Build a searchable healthcare directory.
• Webhooks - Send each completed run to a downstream workflow.
• Make or Zapier - Trigger notifications, enrichment, or follow-up actions.
• API access - Retrieve dataset records programmatically.

Supported exports include JSON, CSV, Excel, XML, and other Apify dataset formats.

Frequently Asked Questions

Which specialties and cities are supported?

The Actor supports specialties and Pakistani cities available in Marham.pk's public directory. Use the spelling shown by the source site for the most focused results.

Can I collect exact doctor profiles?

Yes. Add profile URLs in startUrls. The Actor matches each URL to its structured directory record and skips URLs that cannot be matched.

How are duplicates handled?

Duplicates are removed using the Marham doctor identifier and canonical profile URL, including duplicates encountered across pages and custom URL requests.

Why are some profile fields missing?

Some profile details are not published for every doctor. The Actor omits unavailable values instead of returning misleading nulls, so one record may contain more fields than another.

Can I export the data to CSV or Excel?

Yes. Apify datasets can be downloaded as CSV, Excel, JSON, XML, and other supported formats.

Can I schedule recurring runs?

Yes. Use Apify scheduling to refresh the directory hourly, daily, weekly, or on a custom timetable.

Is it legal to collect Marham.pk data?

Public data collection can be subject to website terms, privacy rules, and applicable law. You are responsible for using the Actor lawfully, respecting rate limits, and ensuring that your use of healthcare data is appropriate.

Related Actors

• Justia Lawyers Scraper - Collect structured professional directory records.
• Realtor Agents Scraper - Collect real estate professional listings and profile data.

Support

For issues or feature requests, use the Issues tab on the Actor page or contact the developer through Apify.

Legal Notice

This Actor is intended for legitimate collection of publicly available directory data. Users are responsible for complying with Marham.pk's terms, applicable data protection requirements, and all other relevant laws.