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🕷️ Real Estate

RERA Scraper (Pan-India) — Extract RERA Data Automatically

RERA data is highly fragmented across different state portals. Our Pan-India RERA scraper aggregates project details, promoter compliance, and litigation histories across all major states including MahaRERA (Maharashtra), UP RERA (Uttar Pradesh), GujRERA (Gujarat), and HARERA (Haryana). We handle the distinct anti-bot mechanisms and data structures of each state portal to deliver a unified, normalized real estate dataset.

What We Extract From RERA

FieldWhat It Contains
project_name_promoter_name_Project Name, Promoter Name, and State RERA Registration Number
project_status_ongoing_completed_stalled_Project Status (Ongoing, Completed, Stalled) and Completion Timelines
litigations_complaints_Litigations, Complaints, and Encumbrance Certificates
building_approvals_floor_plans_Building Approvals, Floor Plans, and Financial Statements (PDF Extraction)
registered_real_estate_agentsRegistered Real Estate Agents and Broker Networks

* Custom fields available on request.

Why Businesses Use Our RERA Scraper (Pan-India)

1
National PropTech platforms requiring a unified API for all Indian real estate projects
2
Developers monitoring competitor project launches and regulatory compliance across states
3
Financial institutions conducting due diligence and risk assessment on builders
4
Market researchers analyzing construction delays and real estate trends by state

How Our RERA Scraper (Pan-India) Works

📋
01

Share Requirements

Tell us which RERA pages to target, what fields you need, and how often.

⚙️
02

We Build the Scraper

Our engineers configure the RERA Scraper (Pan-India) with proxy rotation, anti-bot bypass, and data cleaning.

📦
03

Receive Clean Data

Structured RERA data delivered in your preferred format — CSV, JSON, API, or database.

DataScraper vs Building It Yourself

You're too big for manual copy-paste, too small to justify a full scraping infrastructure team. DataScraper is built for exactly that gap.

FeatureBuild YourselfSaaS Tool✓ DataScraper
Setup Time2–4 weeksMinutes48 hours
Anti-Bot HandlingManualLimitedEnterprise proxies
MaintenanceYou maintain itTool updates break itWe maintain
Cost$500–2,000/mo dev$99–499/monthStarts from $20
Data QualityVariableGenericQA verified
SupportNoneEmail ticketsWhatsApp direct
Delivery TimeWeeksHours48 hours

RERA is One of the Most Aggressively Bot-Protected Sites on the Internet. We Handle It Automatically.

Our infrastructure is purpose-built to bypass Cloudflare, DataDome, PerimeterX, and reCAPTCHA at scale — so you always get clean data, not block pages. 99.2% success rate across all active scrapers.

Rotating residential proxies across 50+ countries
Browser fingerprint randomization (Playwright stealth)
Rate limiting that mimics human browsing behaviour
CAPTCHA bypass (2captcha / AntiCaptcha integration)
Self-healing parsing — site layout changes don't break your feed
What We Handle
Cloudflare Bot ManagementDataDomePerimeterXreCAPTCHA v3ImpervahCaptcha
Never blocked. 99.8% uptime on all production scrapers.

Technical Deep Dive: Overcoming RERA Data Fragmentation

The biggest challenge with RERA data in India is fragmentation. Under the RERA Act, 2016, real estate data is mandated to be public, but it is siloed across independent state portals. For example, MahaRERA (Maharashtra) has a completely different database schema, user interface, and bot-protection mechanism than UP RERA or GujRERA. Our custom extraction pipelines navigate these distinct architectures, bypassing highly specific CAPTCHAs and request rate limits to merge disparate state data into a single, clean JSON or CSV output.

Beyond simple HTML scraping, much of the most valuable RERA compliance data—such as Form 4 financial statements, promoter backgrounds, and encumbrance certificates—is locked inside uploaded PDF documents. To extract this, we employ sophisticated Optical Character Recognition (OCR) and PDF parsing pipelines. This allows us to convert scanned tables within unstructured PDFs into queryable, structured data fields.

Ethical and legal compliance is paramount when extracting government data. Because RERA data is mandated to be public for transparency, accessing it is permissible, provided it is done responsibly. We ensure our extraction processes adhere to ethical guidelines by respecting server loads, avoiding aggressive request rates, and operating strictly within the bounds of publicly available regulatory data without collecting private personal information.

Data in Your Preferred Format

📊
CSV / Excel
Ready-to-use spreadsheet
💾
JSON / XML
Structured for developers
🔌
REST API
Real-time endpoint
🗄️
SQL Database
MySQL / PostgreSQL
📋
Google Sheets
Live-updating sheet
☁️
Amazon S3
Cloud storage delivery

See What Your RERA Data Looks Like

We send a free sample before any payment. Here's what a typical data row looks like — clean, structured, and ready to use.

rera_sample.json
[
  {
    "project_name_promoter_name_and_state_rera_registration_number": "RERA — Sample Record #1",
    "project_status": "$49.99",
    "litigations_complaints_and_encumbrance_certificates": 4.7,
    "source_url": "https://rera.com/item/12345",
    "scraped_at": "2025-06-28T10:32:00Z"
  },
  { "...": "50–100 records in free sample" }
]

Free sample of 50–100 records provided before payment. No credit card required.

Frequently Asked Questions

Everything you need to know about our web scraping services.

Our RERA scraping services cover all state and union territory portals across India. This includes MahaRERA (Maharashtra), UP RERA (Uttar Pradesh), GujRERA (Gujarat), HARERA (Haryana), TNRERA (Tamil Nadu), K-RERA (Kerala), RERA Karnataka, TSRERA (Telangana), AP RERA (Andhra Pradesh), RERA MP (Madhya Pradesh), RERA Bihar, RERA Rajasthan, RERA Punjab, RERA Delhi, RERA Odisha, and WB RERA (West Bengal). We can extract and merge data from any of these portals into a single, unified dataset.

Yes. Each state operates its own portal with completely different architectures. Our RERA data extraction service deploys custom scrapers for MahaRERA, UP RERA, GujRERA, HARERA, and others, normalizing the data into one consistent format for you.

Yes. Critical information (like Form 4 financials and encumbrance certificates) is often locked inside PDFs. We use advanced OCR and PDF parsing pipelines to extract tabular data from these attachments.

State government portals frequently use CAPTCHAs and rate limiting. We utilise AI-based CAPTCHA solving services and rotating Indian residential proxies to ensure uninterrupted daily data extraction.

Get RERA Data Delivered in 48 Hours

Free sample dataset before you pay. Tell us what fields you need and we'll build your custom scraper.