Featured: StreetEasy NYC Real Estate Dataset

Web Scraping & Data Services
You Can Rely On

We deliver clean, structured datasets from any source on the web. Need data that doesn't exist as an API? We'll build the pipeline and hand you the results.

50M+
Records Delivered
100+
Sources Scraped
99.9%
Data Accuracy
24h
Avg Turnaround

Services

Data extraction done right

From ready-made datasets to fully custom scraping pipelines — we handle the infrastructure so you can focus on insights.

Ready-Made Datasets

Access pre-built, continuously updated datasets. Start with our StreetEasy NYC real estate dataset — more verticals coming soon.

Anti-Detection Infrastructure

Our scraping pipelines run on rotating proxies with browser fingerprinting to bypass blocks, CAPTCHAs, and rate limits reliably.

API & File Delivery

Get your data how you want it — via REST API, CSV/JSON exports, database dumps, or direct integrations with your data warehouse.

ML-Enriched Data

We don't just scrape raw data — we clean, normalize, and enrich it with ML predictions like rental price estimates and market trends.

Custom Scraping Projects

Need data from a specific website? Tell us the source and the fields — we'll build and maintain the scraping pipeline for you.

Scheduled Refreshes

Set your update frequency — hourly, daily, or weekly. We continuously re-scrape and deliver fresh data on your schedule.

Featured Dataset

StreetEasy NYC Real Estate

Our flagship dataset covers every property listing across New York City and New Jersey — sourced from StreetEasy and enriched with ML-powered rental price predictions.

1M+ property records

Sales, rentals, and historical transactions

500+ neighborhoods

Manhattan, Brooklyn, Queens, Bronx, Staten Island, NJ

ML rental predictions

Estimated rent, yield, and confidence scores

Real-time updates

Fresh listings and price changes in real-time

{
  "id": "1733085",
  "status": "sold",
  "address": "428 West 19th Street #3C",
  "price": 1495000,
  "closedPrice": 1495000,
  "borough": "manhattan",
  "neighborhood": "west-chelsea",
  "propertyType": "condo",
  "sqft": 766,
  "bedrooms": 1,
  "bathrooms": 1,
  "monthlyHoa": 1327,
  "monthlyTax": 1152,
  "amenities": [
    "doorman", "elevator", "gym",
    "washer_dryer", "dishwasher"
  ],
  "builtIn": 2024,
  "daysOnMarket": 455
}

How It Works

From request to data in days, not months

01

Tell Us What You Need

Pick from our existing datasets or describe the data you need — the website, the fields, the format, and the update frequency.

02

We Build the Pipeline

Our team sets up reliable scraping infrastructure with proxy rotation, anti-detection, and data validation. Typical turnaround: 24–72 hours.

03

Get Clean Data

Receive structured, validated data via API, CSV, JSON, or direct database integration — on your schedule, continuously refreshed.

Who uses Layercity?

Real Estate Investors

Analyze deals with comprehensive property data and rental yield predictions across NYC.

PropTech Startups

Power your product with real-time listing data without building scraping infrastructure.

Data Analysts

Get clean, structured datasets ready for analysis — no parsing or cleaning required.

Hedge Funds

Alternative data feeds for market research, pricing models, and investment signals.

Marketing Agencies

Scrape competitor data, pricing intelligence, and lead lists from any website at scale.

Research Teams

Academic and market research with reliable, reproducible data extraction pipelines.