Real Estate Investor Toolkit 5-in-1 Market & Risk Scraper
Pricing
Pay per usage
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 investors | Pre-purchase due diligence |
| PropTech startups | Source comps + risk in one feed |
| Insurance underwriters | EPA + 311 signals for property risk |
| Commercial-property buyers | Inspection grades for surrounding businesses |
| Market researchers | National 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_facilitiesREST 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
| Field | Type | Description |
|---|---|---|
query | string | State 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. |
sources | array of enum | Pick which sources to query. Defaults to all 5. |
maxItems | int | Per-source cap. Free: 10. Paid: 1,000,000. |
proxyConfiguration | object | Optional 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) andgot-scrapingwith 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
| Tool | Coverage | Cost |
|---|---|---|
| This actor | 5 public sources | $0 free tier |
| Zillow API | listings | rate-limited |
| CoreLogic | risk | $$$$ |
| Manual ECHO + 311 | 5 tabs | hours per deal |
🚀 How to use
- Create a free account w/ $5 credit
- Open the actor on Apify Console
- Pass
query= a U.S. state (Florida, California, TX, etc.) or city - Click Start
- 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.
🔗 Recommended Actors
| Actor | Description |
|---|---|
| Toll Brothers Scraper | Just Toll Brothers communities |
| Lennar New Homes Scraper | Just Lennar |
| EPA ECHO Violations Scraper | Just EPA ECHO |
| Boston 311 Complaints Scraper | Just 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.