How to Scrape Real Estate Data From Zillow Without Coding

Short answer: You can download some Zillow real estate data without coding, but Zillow’s public downloads are aggregate market metrics, not a bulk export of active property listings. Zillow’s current Terms of Use prohibit automated queries to obtain information from its services, including screen and database scraping, crawlers, and CAPTCHA bypass. A no-code tool does not change that restriction.

If you need housing trends, use Zillow’s public CSV downloads. If you need individual listing or property records, check whether Zillow will approve the relevant API access and intended use. If your goal is demographic context, the U.S. Census API may help, but it does not provide Zillow listings or estimates.

1. Decide what data you actually need

“Real estate data” can mean different things, and the correct source depends on the deliverable.

Your goal	Practical route	What to expect
Home values, rents, inventory, or sale-price trends by place and time	Zillow Research data downloads	Public market metric files available as CSV; geographic and historical coverage varies by series.
Records for individual active listings or property attributes	Ask Zillow about access to an approved API component or another properly licensed source	API use is for preapproved licensees and approved sites, subject to restrictions.
Property transactions and assessment records for an eligible research project	ZTRAX or Bridge access information	Eligibility, access, metrics, and terms differ; confirm them directly.
Demographic and broad housing context	Census ACS data	Official statistical data by variables and geography, not Zillow property records.

Before collecting anything, write down the record type, geography, date range, intended use, whether you need to retain or redistribute records, and whether the source permits that use. This prevents a common mismatch: downloading an aggregate ZIP-code trend when the project actually requires addresses for current listings.

2. Download Zillow market data as a CSV without coding

Zillow Research provides public downloads for metrics such as home values, rents, inventory, and sale prices. The download page describes the data as free for public use, with updates varying by series. Zillow also asks users to cite it as the source. These files are useful for market analysis; they are not an export of every current Zillow listing.

Open Zillow’s Housing Data page or its Market Data page.
Choose a metric that matches the question. For example, a home-value index is not the same as an asking price for a specific home; inventory counts are not a list of addresses.
Choose the available geography and series that fit your analysis. Coverage and history vary by metric.
Use the page’s download control for the relevant CSV. Zillow notes that download paths can change, so use the current page rather than relying on a copied file URL from an old tutorial.
Open the downloaded CSV in a spreadsheet application. In Excel, use File → Open and select the file. In Google Sheets, use File → Import and upload the CSV. Menu labels may vary by version.
Keep the original downloaded file unchanged. Work in a copy so that you can recover the source data and explain any transformations.
Record the download date, metric name, geography, series definition, units, and any seasonal adjustment or other variant shown on the source page.
When displaying or distributing Zillow aggregate data, preserve the required source attribution. Zillow’s terms specify “Data Provided by Zillow Group” for displayed or distributed derivative works of the aggregate data.

Choose a metric carefully

Read the definition attached to the series before comparing values. A typical-value index, median list price, median sale price, rent measure, and inventory count answer different questions. A CSV may also contain multiple geographies or metric variants; filter the columns or rows only after checking their labels and units. Do not treat a Zillow estimate as a confirmed transaction price or an active listing’s current asking price.

Use Excel or Google Sheets for a basic workflow

Import the CSV and confirm that columns split correctly. If every value lands in one column, re-import and choose comma as the separator.
Keep the source columns and headers. Add analysis in new columns or a separate sheet.
Filter to the geography and dates you need. Check for missing values and confirm the time interval before charting.
Label units and dates in charts. Keep the metric name and source attribution visible wherever the chart is presented.
Save both the original CSV and your working spreadsheet. Add a note with the download date and source page.

This is a no-code workflow for public aggregate data. It does not turn Zillow pages into a listing database, and it does not grant permission to automate collection from Zillow’s services.

3. If you need individual properties, check the approved access route

Zillow describes its API as a service for preapproved licensees retrieving certain residential real estate and mortgage data. The API terms say approved users may access only components for which they received approval and implement those components on approved sites. The terms also constrain display, retention, and bulk access. That is a separate route from public CSV downloads, not a general-purpose anonymous listing export.

Under the cited API terms, calls to the Home Valuations API and Property Details API are limited to 1,000 per day unless Zillow approves a higher limit. The Property Details API terms separately limit presentation to no more than 20 individual properties at a time to a given user. Those limits apply to the named components and terms; do not assume they describe every Zillow product or API.

Before building around an API, review the current Zillow API terms and confirm directly with Zillow:

Whether the API component you need is currently available to you and whether your organization, site, and use are approved.
Which property attributes or records that component provides. Do not assume public CSV metrics and API data contain the same fields.
Whether your interface, audience, and purpose meet display and branding requirements.
How the terms govern data retention, user access, redistribution, and bulk access.
Which request limits apply to your approved API component and whether a higher limit has been granted.

Do not rely on an old tutorial, browser extension, no-code automation service, or CAPTCHA workaround as evidence of authorization. Zillow’s public terms prohibit automated queries to obtain information from its services and bypassing access restrictions. This article reports the published terms; it is not legal advice. Recheck the current terms and seek guidance for your specific use where needed.

4. Research and complementary data routes

ZTRAX and Bridge

Zillow’s research pages describe ZTRAX as a resource for U.S. academic, nonprofit, and government researchers, and describe Bridge API access for selected metrics, regions, and time periods. These are distinct access routes with their own eligibility and terms. Start with Zillow’s market data page and verify current eligibility and availability before designing a project around them. They should not be presented as an unrestricted listing export for every reader.

Census data for demographic context

The Census Bureau’s API offers datasets such as the American Community Survey and lets users choose variables and geographies. It can help answer questions about population, housing characteristics, or household context, but it cannot reproduce Zillow listing records, property-level attributes, or Zillow estimates. See the Census Bureau’s ACS API guidance and the dataset documentation to find variables and available geographies.

5. Compare the routes before choosing one

Route	Best fit	Access and use considerations	Key limitation
Zillow Research CSV downloads	Aggregate values, rents, inventory, and sale-price trends	Public downloads; follow Zillow’s attribution requirement; update timing depends on the series.	Not a bulk export of individual current listings. Coverage varies.
Zillow API	Approved integrations that need specific Zillow data	Preapproval, approved components and sites, and API terms apply.	Not open anonymous bulk access; display, retention, and call limits apply.
ZTRAX or Bridge	Eligible research or access to selected market metrics	Check current eligibility, availability, and agreement terms.	Not a universal self-service listing export.
U.S. Census API	Demographic and broad housing context	Choose an available dataset, variable, and geography.	Does not provide Zillow listings or estimates.

Compare options by record-level detail, geographic and time coverage, eligibility, update cadence, retention and redistribution terms, and attribution. They answer different questions, so they are not interchangeable.

6. Keep the workflow reliable and costs predictable

Preserve provenance: save the source page, retrieval date, metric definition, geography, units, and a copy of the original downloaded file.
Expect revisions: a published series may be refreshed. Use the source’s stated update cadence and note the retrieval date so later readers can understand which version informed the analysis.
Check coverage: a metric or geography may not exist for every period. Missing data is not automatically zero.
Keep scopes distinct: do not combine listing counts, asking prices, estimates, and completed-sale measures as though they shared a definition.
Budget by route: Zillow describes its public market downloads as free for public use. Approved API access has terms and limits that should be confirmed with Zillow. Research and partner routes may have eligibility conditions; verify the current terms rather than assuming access or cost.
Avoid fragile collection: manual CSV downloads are easy to audit but require a person to retrieve updates. For recurring automation, use a source and method whose current terms expressly permit the intended access and storage.

7. Troubleshooting

Problem	Likely cause	What to do
The downloaded file does not contain addresses or listing details.	You downloaded an aggregate market metric.	Use the metric for trends. For individual records, ask about approved API access or identify a separately licensed source.
You cannot find the old CSV link from a tutorial.	Zillow says it may change CSV download paths.	Navigate from the current Zillow Research data page and download from the current metric section.
A spreadsheet shows the entire row in one column.	The import process did not recognize the CSV delimiter.	Re-import the file and select comma as the separator; verify the preview before saving.
A value seems inconsistent with a property listing.	You may be comparing an aggregate index or a different metric with an individual asking or sale price.	Recheck the metric definition, geography, date, and units. Do not infer a property-specific value from a regional series.
An API tutorial or key does not work for your project.	The tutorial may describe a different API version, component, approval, or site.	Check current API terms and ask Zillow to confirm access for the exact component and use. Do not route around access controls.
You need a demographic variable that is not in a Zillow file.	The question may be better served by a public statistical dataset.	Search Census API dataset and variable documentation, then select the geography and period that match your analysis.
You are unsure whether a no-code service is allowed to collect a source.	The service’s automation does not establish permission from the source.	Check the source’s current terms and the service’s terms for the exact source, data, and intended use before proceeding.

8. Capture an authorized web page as an image

If your workflow also needs a visual record of a page you are permitted to capture—for example, a public research chart—ScreenshotNeo is a website screenshot API and MCP server. A screenshot preserves the rendered page as an image or PDF; it does not extract structured Zillow listing data or authorize automated collection from Zillow. Check the source’s terms before capturing any page.

Or skip the browser setup

For an authorized page, make one GET request to capture it. See the ScreenshotNeo API documentation for the available options.

curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://www.zillow.com/research/market-data/ -o shot.webp

import requests

r = requests.get(
    "https://api.screenshotneo.com/v1/shot",
    params={
        "access_key": "YOUR_API_KEY",
        "url": "https://www.zillow.com/research/market-data/",
    },
    timeout=90,
)
r.raise_for_status()
with open("shot.webp", "wb") as f:
    f.write(r.content)

const q = new URLSearchParams({
  access_key: 'YOUR_API_KEY',
  url: 'https://www.zillow.com/research/market-data/'
});
const res = await fetch(`https://api.screenshotneo.com/v1/shot?${q}`);
if (!res.ok) throw new Error(`Screenshot request failed: ${res.status}`);
await Bun.write('shot.webp', new Uint8Array(await res.arrayBuffer()));

ScreenshotNeo removes cookie/consent banners, newsletter popups, and chat widgets before the shot; each cleanup step can be turned off. Bot checks, blank pages, and failed loads are never billed. Its MCP server lets AI agents take screenshots. The free plan includes 1,000 screenshots a month with no card, and paid plans start at $5 for 3,000. ScreenshotNeo offers PNG, JPEG, WebP, and PDF output, plus options such as full-page capture, element capture, and custom waits. These are page-capture features, not a Zillow data extraction method. Learn more at ScreenshotNeo.

9. Frequently asked questions

Can I export Zillow listings to Excel or Google Sheets?

Zillow’s public CSV downloads cover aggregate market metrics, not a bulk export of all current listing records. Import an available market-data CSV into a spreadsheet for trend analysis. For individual properties, confirm an approved access route and its terms.

Does using a no-code scraper make Zillow collection permitted?

No. The tool choice does not change Zillow’s published restriction on automated queries intended to obtain information from its services. Check the current terms and obtain any required approval.

Does the Zillow API provide unrestricted bulk data?

No. Zillow describes API access for preapproved licensees and approved sites, with restrictions on access, display, retention, bulk access, and calls. Review the current API terms for the component you plan to use.

Can I use Census data instead of Zillow listings?

Use Census data for statistical and demographic context. It is not a substitute for individual listing records or Zillow estimates.

Can a screenshot API turn a Zillow page into a spreadsheet?

No. A screenshot API returns a visual capture, not structured listing records. It also does not grant permission to automate access to a source.

Sources

Zillow Terms of Use (updated October 28, 2025).
Zillow API Terms of Use.
Zillow Housing Data and Zillow Market Data.
U.S. Census Bureau: ACS data via API.