Pakistan Doctor & Clinic Database — oladoc.com Scraper

Scrapes every doctor profile on oladoc.com, Pakistan's largest doctor-booking platform. Returns name, specialty, credentials, consultation fees, and patient reviews for 27,000+ physicians across every Pakistani city.

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Pakistan Doctor & Clinic Database Scraper Features

• Covers the full directory — every city, every specialty, not just what a search box happens to return
• Returns a fee per practice location, not one averaged number. A doctor who sees patients at three hospitals shows up with three fees, because that's how oladoc actually prices them
• Extracts qualifications (MBBS, FCPS, MRCP, and the rest of Pakistan's credential alphabet), years of experience, and PMDC verification status
• Pulls visible patient reviews with the reviewer's recommendation and the review text
• Flags video-consultation availability and its fee separately from in-person pricing
• Captures the services a doctor offers and the conditions they treat, where the profile publishes them

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Who Uses Pakistan Doctor Data?

• Pharma and medical-device field teams — build a territory list of specialists by city and specialty, since Pakistan has no public physician registry to pull from instead
• Health insurance and telehealth companies — size specialist supply by city before deciding where to launch or expand
• Hospital groups and clinic networks — benchmark consultation fees against competitors in the same city
• Market research firms — track Pakistan's private healthcare sector by specialty and region

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How Pakistan Doctor & Clinic Database Scraper Works

1. Point it at the full doctor directory, or cap it with maxItems for a quick sample.
2. The actor visits each profile and pulls identity, credentials, and every practice location's fee.
3. Visible patient reviews and ratings come along for the ride, where the profile has any.
4. You get one JSON record per doctor. Stop it early and resume later — you're not charged twice for the same doctor.

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Input

{
  "maxItems": 10
}

Field	Type	Default	Description
maxItems	integer	10	Maximum number of doctor profiles to scrape. Set to 0 to crawl the full directory (27,000+ profiles) across resumed runs.

Resuming a large crawl

Every run emits a resumeCursor in its Output. If a large crawl stops before it finishes — because it hit maxItems, your spend cap (maxTotalChargeUsd), or was aborted — start a new run with the same input plus that resumeCursor to continue from where it left off. The crawl resumes from the queued work the previous run didn't reach.

• You are not re-charged for records the earlier run already delivered.
• Resume within your account's run-retention window — on the free tier, roughly your 10 most recent runs. Once the source run is pruned, its resumeCursor is no longer valid.
• resumeCursor is opaque — supply it unmodified.

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Pakistan Doctor & Clinic Database Scraper Output Fields

{
  "profile_url": "https://oladoc.com/pakistan/lahore/dr/pulmonologist/taha-waqas/577065",
  "doctor_id": "577065",
  "full_name": "Assist Prof. Dr. Taha Waqas",
  "specialty": "Pulmonologist",
  "specialty_slug": "pulmonologist",
  "secondary_specialties": ["Critical Care Physician", "Sleep Medicine Doctor"],
  "qualifications": ["M.B.B.S", "F.C.P.S (Pulmonology)"],
  "experience_years": 14,
  "city": "Lahore",
  "locations": [
    "Online Video Consultation | Speak to doctor through a video call | Rs. 2500 | Available Mon, Oct 05",
    "Shalamar Hospital | Shalimar Link Road, Lahore | Rs. 3000 | Available tomorrow"
  ],
  "consultation_fee": 3000,
  "fee_currency": "PKR",
  "online_consultation_fee": 2500,
  "video_consultation_available": true,
  "satisfaction_percent": 97,
  "review_count": 707,
  "wait_time_minutes": 15,
  "patient_reviews": ["Anwar | I recommend the doctor | \"Very humble and kind.\" | 1 year ago"],
  "services_offered": ["Blood Gas Analysis", "General Pulmonary & Critical Care"],
  "conditions_treated": [],
  "profile_photo_url": "https://d1t78adged64l7.cloudfront.net/images/profile-pics/doctors/...",
  "next_available_slot": "Available Mon, Oct 05",
  "is_verified": true,
  "scraped_at": "2026-10-01T15:02:04.846Z"
}

Field	Type	Description
profile_url	string	Canonical oladoc.com profile URL for this doctor
doctor_id	string	Trailing numeric id from the profile URL
full_name	string	Doctor's full name as published, including title
specialty	string	Primary medical specialty
specialty_slug	string	URL slug for the primary specialty
secondary_specialties	array	Additional specialties listed alongside the primary one
qualifications	array	Published credential strings (MBBS, FCPS, MRCP, MCPS, ...)
experience_years	integer	Years of experience as published on the profile
city	string	City where the doctor practises
locations	array	One entry per practice location — name, address, fee, and next available slot. A doctor commonly practises at several locations, each at a different fee
consultation_fee	number	In-person consultation fee at the doctor's primary physical location, in PKR. Null for video-only doctors
fee_currency	string	ISO currency code for the fee fields (always PKR)
online_consultation_fee	number	Video consultation fee in PKR, where offered
video_consultation_available	boolean	Whether the doctor offers a video consultation location
satisfaction_percent	number	Patient satisfaction score (0-100), where the doctor has reviews
review_count	integer	Number of patient reviews counted toward satisfaction_percent
wait_time_minutes	integer	Published typical wait time in minutes, where shown
patient_reviews	array	One entry per visible patient review — reviewer, recommendation, text, and relative date
services_offered	array	Services the doctor offers, as published on the profile
conditions_treated	array	Conditions the doctor treats, where the specialty publishes a distinct list
profile_photo_url	string	Doctor's profile photo URL, where published
next_available_slot	string	Next available appointment slot for the doctor's first listed location
is_verified	boolean	Whether the profile carries oladoc's "PMDC Verified" badge
scraped_at	string	ISO-8601 timestamp when the record was scraped

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FAQ

How do I scrape oladoc.com doctor profiles?

Run the actor with a maxItems value, or leave it at 0 to work through the full directory. No account, login, or API key for oladoc.com required.

What data can I get from oladoc.com?

Pakistan Doctor & Clinic Database Scraper returns identity, specialty, credentials, experience, and a fee for every practice location a doctor lists — plus patient reviews, satisfaction scores, and verification status where oladoc publishes them.

Does this cover doctors across all of Pakistan, or just one city?

All of them. The actor works through oladoc's complete doctor directory — every city, every specialty — rather than one search result at a time.

Why do some doctors show multiple fees?

Because they practise at multiple hospitals or clinics, and oladoc prices each location separately. The locations array carries one fee per address instead of flattening it to a single number.

How much does it cost to run?

Pakistan Doctor & Clinic Database Scraper is billed per record returned, not per minute of compute — so a 50-profile sample costs a fraction of a full-directory run.

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Need More Features?

Need a different field, a filter, or another Pakistani healthcare directory covered? File an issue or get in touch.

Why Use Pakistan Doctor & Clinic Database Scraper?

• Complete coverage — pulls from oladoc's full directory, so you get the whole corpus, not whatever a search query happens to surface
• Fee per location, not a guess — most directories flatten a doctor's pricing to one number. This one keeps the fee tied to the hospital or clinic it belongs to, which is the only way the number is actually useful
• No public alternative — Pakistan has no national physician registry, so this is the closest thing to one