SYSTEM all green source alodokter.com queue 18,492 pages p99 latency 214ms dataflirt.com · scraper/alodokter-com
RUN · 42 active pipelines · alodokter.com live

Indonesian healthcare data,
at warehouse scale.

We extract doctor schedules, hospital directories, medical articles, and drug catalogues from Alodokter. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Doctors tracked
84,102
Hospitals & Clinics
4,219
Medical articles
12,450
Active pipelines
42
Uptime
99.98%
Data Dictionary

Every field we extract from alodokter.com

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

Complete list of extractable fields for Doctor Profiles objects from alodokter.com. All fields typed and schema-versioned.

doctor_idnamespecialtyexperience_yearshospital_affiliationsconsultation_feescheduleeducationstr_numberratingreview_countprofile_url
doctor_profiles
● 200 OK
"doctor_id": "DR-84921",
"name": "Dr. Budi Santoso, Sp.PD",
"specialty": "Penyakit Dalam",
"experience_years": 12,
"consultation_fee": 250000,
"rating": 4.8,
"review_count": 142,
"str_number": "3111100220199283"
# doctor_idnamespecialtyexperience_yearshospital_affiliationsconsultation_fee
1
2
3

Complete list of extractable fields for Hospital Directory objects from alodokter.com. All fields typed and schema-versioned.

hospital_idnametypeaddresscityprovincefacilitiesspecialties_availablebed_capacitycontact_numberratingurl
hospital_directory
● 200 OK
"hospital_id": "HOSP-1029",
"name": "RS Siloam Kebon Jeruk",
"type": "Rumah Sakit Umum",
"city": "Jakarta Barat",
"province": "DKI Jakarta",
"bed_capacity": 250,
"rating": 4.6,
"facilities": "['IGD 24 Jam', 'ICU', 'Apotek', 'Laboratorium']"
# hospital_idnametypeaddresscityprovince
1
2
3

Complete list of extractable fields for Drug Information objects from alodokter.com. All fields typed and schema-versioned.

drug_idnamegeneric_namedrug_classcategoryindicationdosageside_effectscontraindicationspregnancy_categoryprice_estimate
drug_information
● 200 OK
"drug_id": "MED-4920",
"name": "Paracetamol 500mg",
"generic_name": "Paracetamol",
"drug_class": "Analgesik",
"category": "Obat Bebas",
"pregnancy_category": "Kategori B",
"price_estimate": "Rp 2.000 - Rp 5.000",
"indication": "Meredakan nyeri ringan hingga sedang dan menurunkan demam."
# drug_idnamegeneric_namedrug_classcategoryindication
1
2
3

Complete list of extractable fields for Disease Database objects from alodokter.com. All fields typed and schema-versioned.

disease_idnamecategorysymptomscausesdiagnosistreatmentpreventionrelated_articlesicd_10_codeauthor_doctor
disease_database
● 200 OK
"disease_id": "DIS-883",
"name": "Demam Berdarah Dengue",
"category": "Infeksi",
"symptoms": "['Demam tinggi', 'Nyeri sendi', 'Ruam kulit']",
"causes": "Virus Dengue melalui gigitan nyamuk Aedes aegypti",
"icd_10_code": "A91",
"author_doctor": "Dr. Kevin Adrian",
"prevention": "Pemberantasan sarang nyamuk (3M Plus)"
# disease_idnamecategorysymptomscausesdiagnosis
1
2
3

Complete list of extractable fields for Medical Articles objects from alodokter.com. All fields typed and schema-versioned.

article_idtitlecategorypublish_dateauthorreviewer_doctortagscontent_summaryrelated_drugsrelated_diseasesurl
medical_articles
● 200 OK
"article_id": "ART-9921",
"title": "Cara Mengatasi Asam Lambung Naik",
"category": "Kesehatan Pencernaan",
"publish_date": "2025-11-12",
"author": "Tim Medis Alodokter",
"reviewer_doctor": "Dr. Sienny Agustin",
"tags": "['GERD', 'Asam Lambung', 'Pencernaan']",
"url": "https://www.alodokter.com/cara-mengatasi-asam-lambung"
# article_idtitlecategorypublish_dateauthorreviewer_doctor
1
2
3

Capabilities

Complete Indonesian healthcare intelligence

Our Alodokter scraper extracts the entire directory structure: doctors, hospitals, drugs, and medical content, bypassing rate limits and geographic blocks with Indonesian residential proxies.

Doctor Directory Extraction

Capture profiles, specialties, experience metrics, STR numbers, and patient reviews across all listed medical professionals.

Hospital and Clinic Mapping

Extract facility lists, available specialties, bed capacities, and precise geographic locations for healthcare centres.

Consultation Fee Tracking

Monitor out-of-pocket consultation costs across different doctors, hospitals, and geographic regions.

Schedule and Availability

Parse dynamic booking calendars to determine doctor availability and typical wait times per facility.

Drug and Pharmacy Catalogue

Extract medication details including generic names, dosages, contraindications, and estimated retail prices.

Medical Content and Articles

Scrape the entire disease and article database, including symptoms, treatments, and author credentials.

Geographic Normalisation

Standardise city and province data to enable accurate regional density analysis of healthcare providers.

Indonesian Proxy Infrastructure

Route requests through local Indonesian residential IPs to bypass region blocks and ensure accurate localisation.

Automated Change Detection

Identify changes in doctor schedules, hospital affiliations, or consultation fees without downloading the entire dataset again.

Schema Standardisation

Normalise inconsistent formatting in addresses, qualifications, and facility lists into strict JSON schemas.

// engagement pipeline

From directory URL to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Specify target categories: doctor specialties, specific cities, or drug classifications. We map the extraction requirements.

Pipeline Build
d 2–4

We configure Scrapy crawlers, Indonesian proxy rotation, and DOM parsers specifically for Alodokter's layout.

Validation & QA
d 4–6

Schema validation, null-rate checks, and location standardisation before full production launch.

Delivery
ongoing

JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on your defined schedule.

Under the hood

Navigating Alodokter's technical constraints

Healthcare directories deploy strict rate limiting to prevent scraping. We manage the infrastructure so you receive clean data without operational overhead.

pipeline-monitor · alodokter.com · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
Geo-restricted access
Localised residential proxies

Alodokter serves content tailored to Indonesian users and employs geographic filtering. We route all traffic through Indonesian ISP residential proxies to maintain access and ensure accurate regional data.

Pagination limits
Deep directory traversal

Directory search results often cap at a specific page depth. We bypass this by programmatically intersecting search parameters like city, specialty, and hospital to extract the entire underlying dataset.

Dynamic rendering
Headless browser execution

Doctor schedules and booking availability rely on client-side JavaScript. We deploy Playwright to execute DOM scripts and capture the hydrated calendar data accurately.

Schema drift
Resilient medical parsing

Medical articles and drug descriptions frequently change formatting. Our extraction logic uses fallback selectors and NLP-based field identification to maintain strict output schemas.

Pipeline observability
Automated anomaly detection

We monitor extraction yields continuously. If a layout update causes null values in consultation fees or hospital addresses, our alerting stack flags the pipeline for immediate developer intervention.

Applications

Who uses Alodokter data and how

Teams across industries use alodokter.com data to build competitive products and smarter operations.

01
Healthtech Aggregation

Telemedicine platforms and clinic aggregators use directory data to map competitor networks and identify unserved geographic areas.

02
Pharmaceutical Market Research

Pharma companies analyse the drug directory and disease database to understand local indications and consumer-facing medical content.

03
Insurance Provider Networks

Health insurers validate doctor affiliations, track consultation fees, and map hospital facilities to optimise their provider networks.

04
Medical AI Training

Machine learning teams use the structured disease symptom and treatment database to train Indonesian-language diagnostic models.

05
Healthcare Market Analysis

Investors and analysts track the growth of hospital chains and specialist availability across different Indonesian provinces.

06
Competitive Intelligence

Private hospital groups monitor competitor consultation fees, patient review volumes, and doctor recruitment trends.

Why DataFlirt

"Alodokter holds the most comprehensive map of Indonesia's healthcare providers, but extracting that relational data requires dedicated infrastructure."

Building scrapers for healthcare directories often fails at scale due to IP bans, structural changes, and complex pagination. DataFlirt handles proxy rotation, DOM parsing, and schema validation, delivering structured records directly to your warehouse so your team can focus on analysis.

Technical Spec

Alodokter scraper technical specifications

Everything supported by our alodokter.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

Doctor profile extraction
Full capture of specialty, experience, STR number, and affiliations
Supported
Hospital facility mapping
Extraction of bed capacity, available specialties, and contact details
Supported
Indonesian residential proxies
ISP-grade IPs located in Indonesia for accurate localisation
Supported
Drug database parsing
Structured extraction of indications, dosages, and side effects
Supported
Article authorship tracking
Capture of medical authors and reviewer credentials for content
Supported
Change detection diffs
Only output records where doctor schedules or fees have changed
Supported
Webhook delivery
HTTP POST delivery for real-time updates on specific doctor profiles
Supported
Private teleconsultation chats
Patient-doctor chat logs are strictly private and authenticated
Partial
User medical records
Protected health information (PHI) is inaccessible and out of scope
Partial
Prescription histories
Requires authenticated user access; we only scrape public directory data
Partial
Infrastructure

Infrastructure powering the Alodokter pipeline

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy and Playwright Integration

Scrapy manages directory traversal and deduplication, while Playwright handles JavaScript execution for dynamic doctor schedules and booking widgets.

Localised Proxy Pools

We utilise Indonesian residential proxies to prevent rate limiting and ensure that geographic-specific pricing and availability data is accurate.

Cloud-Native Orchestration

Airflow schedules periodic directory sweeps on AWS ECS, ensuring your data warehouse receives fresh updates exactly when required.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Newline-delimited JSON for nested hospital and doctor relationships
CSV
Flat file format ideal for business intelligence tools
XLS
Excel compatible format for immediate analyst review
Parquet
Columnar storage optimised for Athena and Snowflake
AWS S3
Direct delivery to your cloud storage buckets
Webhook
HTTP POST pushes for immediate profile updates
API
Queryable REST endpoints for on-demand data access
BigQuery
Direct streaming into Google Cloud data warehouses
Snowflake
Automated staging and ingestion workflows
PostgreSQL
Direct upserts into your existing relational schema
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About alodokter.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping Alodokter legal?

Scraping publicly accessible directory information, such as doctor profiles, hospital addresses, and medical articles, is generally permissible. We do not bypass authentication walls to access private patient records, teleconsultation chats, or prescription data. Clients should consult legal counsel regarding their specific use cases.

How do you handle pagination limits in the doctor directory?

Alodokter limits the number of pages visible for a broad search. We bypass this by intersecting multiple search parameters, such as combining specific cities with individual medical specialties, ensuring we extract the complete dataset rather than a truncated list.

Can you track changes in consultation fees over time?

Yes. Our change detection system records historical data. We can provide time-series datasets showing how consultation fees for specific doctors or specialties fluctuate over months or years.

Do you extract patient reviews?

Yes, we extract aggregated rating scores and individual review text where publicly available on doctor and hospital profiles, standardising the output for sentiment analysis.

How fresh is the data?

We can configure pipelines to refresh critical data, such as doctor schedules, on a daily basis. Full directory sweeps of all hospitals and medical articles typically run weekly or monthly depending on your requirements.

What format is the data delivered in?

We deliver data in JSON, CSV, or Parquet formats. Files can be pushed directly to your AWS S3 bucket, Google Cloud Storage, or ingested directly into data warehouses like BigQuery and Snowflake.

Can I request a sample of the Alodokter dataset?

Yes. We offer a sample extraction of up to 500 doctor profiles or hospital records during the scoping phase, allowing your engineering team to validate the schema and data quality before committing to a production pipeline.

$ dataflirt scope --new-project --source=alodokter.com ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a full dump of the doctor directory or continuous tracking of hospital facilities, we scope, build, and operate the pipeline. Tell us what you need.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
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