Real Estate Investor Toolkit 5-in-1 Market & Risk Scraper avatar

Real Estate Investor Toolkit 5-in-1 Market & Risk Scraper

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Real Estate Investor Toolkit 5-in-1 Market & Risk Scraper

Real Estate Investor Toolkit 5-in-1 Market & Risk Scraper

Combine new home listings from Toll Brothers and Lennar with local risk signals from Boston 311, EPA ECHO and LA restaurant inspections. Get address, price, beds, baths and neighborhood quality flags. Built for buyers and small real estate investors.

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Pay per usage

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ParseForge

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🏠 Real Estate Investor Toolkit Scraper

🚀 Underwrite a U.S. real-estate deal in one run. Toll Brothers + Lennar new-home listings, Boston 311 complaints, EPA ECHO environmental violations, and LA County restaurant inspections - combined into a single risk + market dataset.

🕒 Last updated: 2026-05-27 · 📊 5 sources in parallel · U.S. national + Boston + LA · No login required

The Real Estate Investor Toolkit Scraper bundles five public real-estate due-diligence feeds into one Apify run. Pass a state (or city) as query and the actor pulls Toll Brothers and Lennar new-home inventory for market comps, Boston 311 service-request volume for neighborhood quality signals, EPA ECHO facility violations for environmental risk, and LA County health inspections as a hyperlocal commercial-property check.

Every record is normalized to {source, title, id, url, ...} plus source-specific detail fields (price, beds/baths, violation class, inspection grade, etc.).

🎯 Target Audience💡 Primary Use Cases
Real-estate investorsPre-purchase due diligence
PropTech startupsSource comps + risk in one feed
Insurance underwritersEPA + 311 signals for property risk
Commercial-property buyersInspection grades for surrounding businesses
Market researchersNational new-home pricing comps

📋 What the Real Estate Investor Toolkit does

  • Queries Toll Brothers and Lennar listings for the given state (Next.js __NEXT_DATA__ parsing)
  • Pulls Boston 311 service requests from data.boston.gov CKAN API
  • Pulls EPA ECHO facility violations for the state via the public get_facilities REST API
  • Pulls LA County restaurant inspections via the Socrata SODA endpoint
  • Runs all 5 in parallel with Promise.allSettled
  • Free tier: 10 items per source

💡 Why it matters: real-estate diligence usually means six tabs and three subscriptions. This bundles five public feeds into one.

🎬 Full Demo

🚧 Coming soon

⚙️ Input

FieldTypeDescription
querystringState name (e.g. Florida), state code (FL), or city. Used as state for Toll/Lennar/EPA, as keyword for Boston 311, as city for LA inspections.
sourcesarray of enumPick which sources to query. Defaults to all 5.
maxItemsintPer-source cap. Free: 10. Paid: 1,000,000.
proxyConfigurationobjectOptional proxy. Toll Brothers + Lennar benefit from RESIDENTIAL US.
{ "query": "Florida", "sources": ["toll-brothers", "lennar-new-homes"], "maxItems": 25 }
{ "query": "California", "maxItems": 5 }

⚠️ Good to Know: Toll Brothers and Lennar use anti-bot protection. We use impit (Toll) and got-scraping with Chrome fingerprints (Lennar), plus optional residential proxies.

📊 Output

{ "source": "toll-brothers", "title": "Reserve at Estero", "city": "Estero", "state": "FL", "pricedFrom": 850000, "lat": 26.43, "lon": -81.81 }
{ "source": "lennar-new-homes", "id": "abc-123", "planName": "Catalina", "beds": 4, "baths": 3, "sqft": 2400, "price": 519990, "city": "Orlando" }
{ "source": "boston-311-complaints", "caseTopic": "Street Cleaning", "caseStatus": "Open", "neighborhood": "Roxbury", "openDate": "2026-05-20" }
{ "source": "epa-echo-violations", "facilityName": "ACME Manufacturing", "city": "Miami", "state": "FL", "naicsCodes": "332710" }
{ "source": "la-restaurant-inspections", "facilityName": "Joe's Pizza", "grade": "A", "score": 95, "facilityCity": "LOS ANGELES" }

✨ Why choose this Actor

| 🛰 5-in-1 | Listings + comps + risk in one run | | 🚀 Parallel | Promise.allSettled | | 🛡 Resilient | One source failure doesn't kill the run | | 🆓 Free tier | 10 items per source | | 📦 multiple table outputs | Native delivers |

📈 How it compares to alternatives

ToolCoverageCost
This actor5 public sources$0 free tier
Zillow APIlistingsrate-limited
CoreLogicrisk$$$$
Manual ECHO + 3115 tabshours per deal

🚀 How to use

  1. Create a free account w/ $5 credit
  2. Open the actor on Apify Console
  3. Pass query = a U.S. state (Florida, California, TX, etc.) or city
  4. Click Start
  5. Pull multiple table outputs

💼 Business use cases

Pre-purchase diligence - pull Toll/Lennar comps + EPA violations + LA inspections for a target market.

PropTech feature - power a "neighborhood risk" widget with 311 + EPA data.

Insurance underwriting - flag properties near EPA ECHO violators.

Commercial leasing - check LA County restaurant grades adjacent to a target retail space.

🔌 Automating Real Estate Investor Toolkit Scraper

Schedule weekly runs per market. Forward via webhook to Make, Zapier, Slack, Airbyte, Google Drive.

🌟 Beyond business use cases

Research - urban-planning studies of 311 complaints vs property value.

Personal - vet a neighborhood before renting.

Non-profit - environmental-justice mapping of EPA violations.

Experimentation - LLM-grounded property research agents.

🤖 Ask an AI assistant about this scraper

ChatGPT · Claude · Perplexity · Copilot

❓ Frequently Asked Questions

🔑 Login? No.

🆓 Free tier? 10 items per source.

🌍 Coverage? Toll/Lennar/EPA: nationwide. Boston 311: Boston. LA inspections: LA County.

🛡 Why proxies? Toll Brothers and Lennar block datacenter IPs. We default to RESIDENTIAL US.

🔁 Schedule? Weekly per market is typical.

🧱 Just one source? Pass a single-item sources array.

📦 outputs? multiple table outputs.

🛡 Affiliated? No - only public data.

🏙 Other cities for 311? Use Apify's other 311 scrapers in the ParseForge collection.

🔍 Keyword search? query filters Boston 311 by case text.

🔌 Integrate with any app

Make, Zapier, n8n, Slack, Airbyte, GitHub Actions, Google Drive, REST.

ActorDescription
Toll Brothers ScraperJust Toll Brothers communities
Lennar New Homes ScraperJust Lennar
EPA ECHO Violations ScraperJust EPA ECHO
Boston 311 Complaints ScraperJust Boston 311

💡 Pro Tip: browse the complete ParseForge collection for state/city scrapers.

🆘 Need Help? Open our contact form

⚠️ Disclaimer: independent tool, not affiliated with Toll Brothers, Lennar, the City of Boston, EPA, or LA County. Only publicly available data is collected.