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Estately Real Estate Listings Scraper

Pricing

from $7.50 / 1,000 mls listing records

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Estately Real Estate Listings Scraper

Estately Real Estate Listings Scraper

Scrapes Estately property listings from a city URL or path and returns each one as a flat row. Optionally fetches detail pages for full descriptions, photos, and agent information.

Pricing

from $7.50 / 1,000 mls listing records

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ParseForge

ParseForge

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7 days ago

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Estately Real Estate Listings Scraper

Scrape Estately real estate listings from any city or MLS region, up to a million per run. Every property comes with its price, beds, baths, square footage, and listing URL. Optionally fetch full detail pages for descriptions, photos, and agent info. Export to CSV, JSON, Excel, or XML.

Estately aggregates MLS listings across the United States, but browsing city by city and copying data by hand is slow. This actor reads the public listing feeds directly from a city URL or path you provide, collects every visible property, and returns them in a consistent flat schema. You can stop at the summary cards or let it visit each detail page for the full listing text, photo counts, and agent contact information.

Who uses itWhat they scrape Estately for
Real estate investorsMonitor new listings and price changes in a target city to spot deals before they go pending.
Market analystsTrack inventory volume, median prices, and days on market across multiple metro areas over time.
Property managersBenchmark rental listings against for-sale comps in the same neighborhood to set competitive rates.
Data journalistsCollect listing counts and price distributions to report on housing affordability trends by region.

What it does

This Actor collects Estately property listings from a city or region URL and returns each one as a flat row, with an optional detail-page pass for richer fields.

  • πŸ™οΈ City or region input: feed a full Estately URL like 'https://www.estately.com/CA/Los_Angeles' or the path 'CA/Los_Angeles'.
  • πŸ“„ Detail-page enrichment: toggle fetchDetails to visit each listing's page and pull the full description, photo gallery count, and agent name.
  • πŸ”’ Hard cap control: set maxItems to limit the run to exactly the number of properties you need, from 1 up to 1,000,000.
  • πŸ“¦ Fixed flat schema: every listing lands in your dataset with the same columns, whether you pulled summary cards or full detail pages.

Results export to CSV, JSON, Excel, or XML, or straight from the API.

What you can do with Estately data

🏠 Build a local market report.

An analyst scrapes every active listing in Austin, TX each Monday morning, computes the median list price and average price per square foot, and publishes a weekly market snapshot for their newsletter subscribers.

πŸ“Š Feed a comps model.

A real estate investor scrapes sold and active listings from three ZIP codes, joins the data with public tax records, and runs an automated valuation model to identify underpriced properties worth touring.

πŸ”” Monitor new inventory.

A property manager runs the actor daily on a saved city URL, diffs the results against the previous day's dataset, and gets a Slack alert for every new listing that matches their buy box criteria.

πŸ—ΊοΈ Map listing density.

A data journalist scrapes listings across ten U.S. metro areas, geocodes the addresses, and builds a heatmap showing where inventory is growing fastest relative to population.

Why choose this scraper

What you get
No API key or registrationReads the public Estately listing pages directly, no account needed.
City-level targetingScrape exactly one metro area per run by pasting its URL or path.
Optional deep dataFetch detail pages only when you need descriptions and agent info, saving requests when you do not.
Predictable outputEvery run returns the same flat schema so your downstream pipeline never breaks.

How it compares

No other Store actor targets Estately the same way, so the honest comparison is with the alternatives teams actually weigh.

Estately Real Estate Listings ScraperBuild it in-houseBy hand
SetupRun it now, zero configDays of engineeringNone, but hours per pull
When Estately changesMaintained for youYou fix itYou re-learn the page
Proxies, retries, anti-botBuilt inYour problemBrowser only
OutputFixed JSON schema, CSV/Excel exportWhatever you buildCopy-paste
CostPay per resultEngineering timeAnalyst hours

Configure the run

Drive the Actor from a single Estately city or region URL, and set a hard cap on the number of properties collected per run. The Input tab lists every parameter.

A first run with the defaults:

{
"cityUrl": "https://www.estately.com/CA/Los_Angeles",
"maxItems": 10
}

A larger pull:

{
"cityUrl": "https://www.estately.com/CA/Los_Angeles",
"maxItems": 200
}

Pricing

Pay-per-result: $0.01 per result collected. You pay only for the results written to your dataset.

Results collectedApproximate cost
100 results$1.00
1,000 results$10.00
10,000 results$100.00

New Apify accounts start with $5 in free credit.

Free users

Free-plan runs return up to 10 results as a preview. Upgrade your Apify plan to collect up to 1,000,000 results per run.

Run it

  1. Create a free Apify account with $5 in credit.
  2. Open the Estately Real Estate Listings Scraper.
  3. Set your inputs and any filters, then click Start.
  4. Export the results as CSV, Excel, JSON, or XML from the Dataset tab.

Run it programmatically through the Apify API (run-sync-get-dataset-items) or the ApifyClient for JavaScript and Python.

Use with AI agents (MCP)

Give an AI agent live access to Estately through the Model Context Protocol. Add the Actor to Claude, Cursor, or any MCP client:

$claude mcp add --transport http apify "https://mcp.apify.com?tools=parseforge/estately-scraper"

Then prompt it in plain language to run the scraper and read back the results.

Troubleshooting

The run finishes but returns zero listings.

Check that the cityUrl you provided is a valid Estately city page that shows active listings. Try opening the exact URL in a private browser window. If the page redirects or shows a 'no results' message, the actor will return nothing.

I get fewer listings than my maxItems value.

The actor stops when it runs out of listings on the page. If Estately shows only 43 properties for that city, the actor will return 43 even if maxItems is set to 500.

Detail page fields are empty even though fetchDetails is true.

Some listings may have missing detail pages or the detail page layout may differ. The actor returns whatever fields it can find; empty cells mean that field was not present on that particular detail page.

The run is taking too long or timing out.

Lower your maxItems value or disable fetchDetails. Detail-page fetching multiplies the request count. For large cities, start with a small maxItems and summary-only mode to gauge speed before scaling up.

I see a 'path-only' option but my path does not work.

The path must match Estately's URL structure exactly, like 'CA/Los_Angeles'. Do not include a leading or trailing slash. If unsure, copy the full URL from your browser and paste it into the cityUrl field.

FAQ

QuestionAnswer
Do I need an Estately account or API key to use this scraper?No. The actor reads the public listing pages that anyone can view in a browser. No login, no API registration, and no OAuth flow are required.
What is the difference between summary cards and detail pages?Summary cards appear on the city search results page and include price, beds, baths, square footage, address, and listing URL. Detail pages add the full property description, photo count, agent name, and other fields that only appear when you click into a single listing.
Can I scrape multiple cities in one run?The actor accepts one city URL or path per run. To scrape multiple cities, run the actor once per city, either sequentially or in parallel using multiple Apify runs.
How many listings can I collect in a single run?You set the limit with the maxItems field. The minimum is 1 and the maximum is 1,000,000. The actual number collected also depends on how many active listings Estately shows for that city.
Does this actor handle pagination automatically?Yes. It follows the pagination links on the city results page until it reaches your maxItems cap or runs out of listings.
What format does the data export to?You can export your dataset to CSV, JSON, Excel, or XML directly from the Apify run console. The schema is the same regardless of format.
Can I filter by property type, price range, or number of bedrooms?The actor collects all listings visible on the city page you provide. To filter, apply the filters on Estately first, copy the resulting URL, and feed that filtered URL to the actor.
Is it legal to scrape Estately?The actor only reads publicly accessible web pages. You are responsible for complying with Estately's terms of service and applicable laws in your jurisdiction. Apify provides the tool; how you use it is up to you.
How long does a run take with detail pages enabled?Fetching detail pages adds one request per listing, so a run of 100 listings will take roughly 100 times longer than a summary-only run. Use the maxItems cap to control cost and duration.
What happens if Estately changes its page layout?Apify actors are maintained. If a layout change breaks the scraper, report it and the maintainer will update the selectors. You can also fork the actor and adjust it yourself.

Browse the full ParseForge collection for more scrapers.

πŸ†˜ Need help? Email parseforge@protonmail.com with your run ID, your input, and what you expected.

⚠️ Disclaimer. This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by Estately, Inc. It collects only publicly available data. You are responsible for using the collected data in compliance with the source's terms of service and applicable data-protection laws, including GDPR, CCPA, and PIPL. Do not use it to collect personal data unlawfully.