Practo Healthcare Listing Data API · Live

Pull live Practo data
in the time it takes
to read this sentence.

Public doctor profiles with consultation fees, patient recommendation scores, next-available slots, video-consult availability, clinic details, and diagnostic test packages across India's healthcare discovery market — structured and delivered as clean JSON or CSV.

See a Live Response
Public data only no patient records, ever
<3s avg. response time
99.9% uptime SLA
50M+ requests / month served
GET /v1/practo/doctors
LIVE
// streaming a live doctor listing pull...
Trusted by global businesses pulling Practo data at scale
HealthMetrics CareBridge ClinicPulse MedInsights WellnessWorks DocScope
500+
GLOBAL CLIENTS SERVED
300+
PROJECTS DELIVERED
50M+
MONTHLY API CALLS
24/7
DEDICATED SUPPORT
Why Choose Our Practo API

Healthcare discovery runs on trust signals and real availability — not just a name and an address.

A Practo listing blends a doctor's credentials with patient recommendation percentage, consultation fee, next-available appointment slot, video-consult availability, and clinic location — the exact signals patients use to choose. Our infrastructure resolves each of these as explicit fields, and collects public listing data only: never patient records, appointment bookings, or any health information.

01

Zero blocking, zero maintenance

We run rotating residential IPs, headless rendering, and CAPTCHA-solving behind every request. When Practo changes its layout, we patch our parsers — your integration never breaks.

02

Trust-signal extraction

Every doctor response returns recommendation percentage, review count, years of experience, and verification status.

03

Fee & availability resolution

We resolve consultation fee, next-available slot, and in-clinic versus video-consult availability per listing.

04

Built for scale from day one

From a 100-profile test batch to nationwide listing monitoring, the same endpoint scales with you.

Practo API Features

Everything you need to keep Practo data flowing.

⚡

Real-time extraction

Trigger an on-demand pull for any specialty, city, or doctor and get a fresh response — not a stale cache.

🧩

Custom field selection

Request only the fields you need — fee, recommendation score, next slot — to cut payload size and parsing time.

👍

Recommendation score extraction

Pull the patient recommendation percentage and review count shown on each doctor profile.

💳

Consultation fee resolution

Return in-clinic and video consultation fees per doctor and per clinic.

🗓️

Next-available slot extraction

Resolve the earliest open appointment slot displayed for a doctor.

🧪

Diagnostic package resolution

Return lab test package contents, pricing, and home-sample-collection availability.

What Data Can You Access?

Every public field a listing shows — fees, trust signals, and availability included.

ProfileDoctor name & IDPublic profile identifier and display name
ProfileSpecialization & qualificationsSpeciality, degrees, and registration detail shown
ProfileYears of experienceExperience figure displayed on the profile
TrustPatient recommendation %Percentage of patients recommending the doctor
TrustReview/patient-story countVolume of public patient stories
TrustVerified-profile badgePlatform verification status of the profile
PricingConsultation feeIn-clinic and video consultation pricing
AvailabilityNext-available slotEarliest open appointment time shown
AvailabilityVideo-consult availabilityWhether online consultation is offered
ClinicClinic name, address & localityPractice location detail
DiagnosticsTest package & priceLab package contents and listed price
LanguageLanguages spokenLanguages the doctor lists for consultations
Supported Practo Categories

Doctors, clinics, diagnostics, and surgeries — one integration.

Switch the category parameter to pull listings from a specific healthcare vertical with the same consistent response shape.

🩺

Doctors

Specialist and general practitioner profiles by city.

🏥

Clinics & Hospitals

Practice and facility listings with location detail.

🧪

Diagnostics

Lab test packages and home sample collection.

🔪

Surgeries

Procedure listings with indicative cost ranges.

CoveragePan-IndiaCoverage across major cities and towns
PolicyPublic-onlyNo patient data or bookings ever collected
FreshnessReal-timeListing and slot data checked on every request
Practo API Endpoints

A small set of endpoints that cover the whole listing lifecycle.

Method Endpoint Description Typical use
GET /v1/practo/doctors Doctor listings by specialty, city & filters Provider directory monitoring
GET /v1/practo/clinics Clinic and hospital profiles by locality Facility network research
GET /v1/practo/diagnostic-tests Lab test packages & pricing by city Diagnostics price benchmarking
GET /v1/practo/surgeries Procedure listings & indicative cost ranges Procedure cost research
GET /v1/practo/reviews Aggregated public review score distribution Reputation analytics
POST /v1/practo/bulk Submit up to 10,000 profile IDs per batch job Directory-wide monitoring
Live API Response Example

This is exactly what comes back. No extra parsing needed.


        

    







    

        

            Popular Practo API Use Cases
            
Built for the teams that live and die by Practo data.

        

        

            

                
📈

                
Provider directory monitoring

                
Track doctor listings, specialties, and profile changes across cities.

            

            

                
💳

                
Consultation fee benchmarking

                
Compare fee levels by specialty, city, and clinic over time.

            

            

                
🗓️

                
Appointment-availability research

                
Study next-available slot patterns as a proxy for supply and demand.

            

            

                
🧪

                
Diagnostics price intelligence

                
Benchmark lab package pricing and home-collection coverage.

            

            

                
🔪

                
Procedure cost research

                
Analyze indicative surgery cost ranges across cities and facilities.

            

            

                
📹

                
Telemedicine adoption analysis

                
Track video-consult availability across specialties and regions.

            

            

                
🏆

                
Competitive benchmarking

                
Compare provider coverage against other healthcare discovery platforms.

            

            

                
🧭

                
ML training data

                
Generate labeled provider, fee, and availability datasets for market models.

            

        

    







    

        

            How the Practo API Works
            
From API key to structured data in five steps.

        

        

            

            

                
1

                
Get your API key

                
Sign up and generate a key from your dashboard in under two minutes.

            

            

                
2

                
Choose an endpoint

                
Pick /doctors, /clinics, /diagnostic-tests or /surgeries depending on what you need.

            

            

                
3

                
Send the request

                
Call the endpoint with a city, specialty, or profile ID.

            

            

                
4

                
We handle the hard part

                
Proxies, headless rendering, CAPTCHA-solving, and parsing all happen behind the scenes.

            

            

                
5

                
Receive structured data

                
Get clean JSON or CSV back in seconds, ready to drop into your pipeline.

            

        

    







    

        

            Developer-Friendly Integration
            
Built by people who read the docs too.

            
One consistent JSON schema across every category and every endpoint. No SDK lock-in — plain REST calls work from any language or platform.

            

                

                    
→

                    

                        
Predictable REST design

                        
Standard HTTP verbs, query params, and status codes — nothing proprietary to learn.

                    

                

                

                    
→

                    

                        
JSON, CSV, or webhook delivery

                        
Get results inline, as a downloadable file, or pushed to your endpoint when a batch job finishes.

                    

                

                

                    
→

                    

                        
Sandbox & test keys

                        
Free sandbox environment with sample profile IDs so you can build before you pay.

                    

                

                

                    
→

                    

                        
Postman collection & SDK snippets

                        
Import a ready-made collection or copy request snippets for Python, Node.js, and cURL.

                    

                

            

        

        

            

                
                Quickstart
            

            

                
                
                
            

            

        

    







    

        

            API Performance & Reliability
            
Numbers we publish because we track them daily.

        

        

            

                
99.9%

                
Uptime SLA

                

                    

                

            

            

                
<3s

                
Avg. response time

                

                    

                

            

            

                
99.3%

                
Successful extraction rate

                

                    

                

            

            

                
10K+

                
Concurrent requests supported

                

                    

                

            

        

    







    

        

            Security & Compliance
            
Healthcare data demands a stricter line — here's exactly where ours sits.

        

        

            

                
🚫

                
No patient data, ever

                
We never collect, store, or process patient identities, appointment bookings, prescriptions, or any personal health information. Listing data is public professional information only.

            

            

                
⚖️

                
India DPDP Act alignment

                
Our extraction workflows are built with awareness of India's Digital Personal Data Protection Act and healthcare-specific privacy expectations.

            

            

                
🔒

                
Encrypted in transit

                
All requests and responses travel over TLS 1.2+. API keys can be scoped and rotated anytime.

            

        

        

            
                ✓ISO 9001:2015 Certified
            
            
                ✓ISO/IEC 27001:2013 Certified
            
            
                ✓IAF Multilateral Recognition
            
            
                ✓GDPR-aligned workflows
            
        

    







    

        

            API Documentation & Resources
            
Everything to go from key to production.

        

        

            

                Guide
                
Quickstart Guide

                
Get your first API response back in under five minutes.

                Read guide →
            

            

                Reference
                
Full API Reference

                
Every endpoint, parameter, and response field documented in detail.

                View reference →
            

            

                Tool
                
Postman Collection

                
Import ready-made requests for every Practo API endpoint.

                Download →
            

            

                Code
                
SDKs & Code Samples

                
Python, Node.js, PHP, and Ruby snippets for every use case.

                Browse samples →
            

        

    







    

        

            Frequently Asked Questions
            
Still deciding? Here's what most teams ask first.

        

        

            

                
                

                    
We collect only publicly accessible professional listing data using automated tools, following publicly available web-data guidelines. We recommend reviewing your own use case with legal counsel, especially for redistribution or any use touching healthcare marketing rules.

                

            

            

                
                

                    
No. We never collect patient identities, bookings, prescriptions, or health information. Responses contain only public professional listing data — doctor profiles, clinic details, fees, and displayed availability.

                

            

            

                
                

                    
Every request to /doctors and /clinics triggers a live pull — you're not reading from a stale cache. Displayed next-available slots change quickly, so we timestamp each response. Bulk jobs complete within minutes depending on batch size.

                

            

            

                
                

                    
Yes — /doctors returns in-clinic and video consultation fees, the patient recommendation percentage, review count, and verification status exactly as displayed on the public profile.

                

            

            

                
                

                    
Our infrastructure retries automatically across a rotating proxy pool. You're only billed for successfully returned responses.

                

            

            

                
                

                    
Yes, every account starts with a free sandbox key and sample credits so you can test all endpoints before committing to a plan.

                

            

        

    








    

        

        
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