Zillow Market Trends Scraper

Pull Zillow's home value index, listing and sale price metrics, sale-to-list ratio, days to pending, and rental index for any US city or state, with configurable months of history.

Open in Apify Store$0.99 / 1K on Free

Short answer

Zillow Market Trends Scraper is an Apify Store Actor for Zillow data that returns 76 published output fields, including url, sourceUrl, medianListingPrice, medianSalePrice. It lists $0.99 per 1,000 results on the Free plan (pay per event), $0.49 on the Business plan. It takes 11 input settings; one is required (mode). It covers 2 of the 9 core Zillow fields this site tracks. Last updated Nov 10, 2026.

From the public Store listing and published build schema, synced 2026-11-12.
Zillow Real estateAutomationDeveloper tools

What it returns

76 fields from the published dataset schema. Export as JSON, CSV or Excel, or read the dataset through the Apify API.

  • recordTyperegionMarketTrends, marketHistoryObservation or marketObservation
  • locationInput location string (region modes)
  • locationTypecity, state, county, zip, neighborhood or country
  • slugZillow URL slug
  • urlZillow home-values page URL
  • sourceUrlCanonical source URL
  • dataSourceZillow or Zillow Research
  • regionIdZillow region ID
  • regionNameZillow region display name
  • regionTypeZillow region type
  • regionDisplayNameDisplay name with state, e.g. Austin, TX
  • stateFull state name
  • stateCodeTwo-letter state code
  • countyCounty name
  • metroMetro or CBSA name
  • cityCity name
  • zhviLatestLatest Zillow Home Value Index ($)
  • zhviYoYZHVI year-over-year change (decimal, e.g. -0.057 = -5.7%)
  • zhviAsOfDate of latest ZHVI value (YYYY-MM-DD)
  • zhviChange1mPctZHVI change vs 1 month earlier, percent
  • zhviChange3mPctZHVI change vs 3 months earlier, percent
  • zhviChange6mPctZHVI change vs 6 months earlier, percent
  • zhviChange12mPctZHVI change vs 12 months earlier, percent
  • medianListingPriceMedian listing price ($)
  • forSaleInventoryActive for-sale inventory count
  • newListingsNew listings count
  • listingAsOfDate of latest listing metrics (YYYY-MM-DD)
  • medianSalePriceMedian sale price ($)
  • saleAsOfDate of latest sale metrics (YYYY-MM-DD)
  • saleToListRatioMedian sale-to-list price ratio
Show the other 46 fields
  • pctSellingAboveListFraction of homes selling above list price
  • pctSellingBelowListFraction of homes selling below list price
  • medianDaysToPendingMedian days to pending
  • zoriLatestLatest Zillow Observed Rent Index ($/month)
  • zoriAsOfDate of latest ZORI value (YYYY-MM-DD)
  • zoriChange1mPctZORI change vs 1 month earlier, percent
  • zoriChange3mPctZORI change vs 3 months earlier, percent
  • zoriChange6mPctZORI change vs 6 months earlier, percent
  • zoriChange12mPctZORI change vs 12 months earlier, percent
  • zhvfGrowth1YrPctZillow 1-year home value forecast, percent
  • zhvfAsOfForecast period end date (YYYY-MM-DD)
  • nationalZhviLatestNational ZHVI benchmark ($)
  • parentStateZhviLatestParent state ZHVI benchmark ($)
  • parentCountyZhviLatestParent county ZHVI benchmark ($)
  • vsNationalPctPercent difference from the national ZHVI
  • vsStatePctPercent difference from the parent state ZHVI
  • vsCountyPctPercent difference from the parent county ZHVI
  • historyMonthsNumber of monthly history entries included
  • zhviHistoryMonthly ZHVI history, newest first: [{date, value}]
  • medianListingPriceHistoryMonthly median listing price history when published: [{date, value}]
  • rentalHistoryMonthly rental index history, newest first: [{date, zori}]
  • dateObservation month-end date (history rows)
  • metricMetric key (zhvi, zori, marketHeatIndex, ...)
  • valueObservation value (history rows)
  • unitUSD, USD/month, USD/year, USD/sqft, percent, fraction, ratio, count, days, index or years
  • geographymarketScan geography: metro, state, county, city, zip, neighborhood or us
  • datasetmarketScan dataset key
  • datasetLabelHuman-readable dataset label
  • propertyTypeHousing cut: allHomes, singleFamily, condo, multiFamily, bottomTier, topTier, bedrooms1-5
  • sizeRankZillow market size rank
  • latestValueLatest value in the selected Zillow Research series
  • latestDateDate of the latest value (YYYY-MM-DD)
  • value1MonthAgoValue 1 month before latestDate
  • value3MonthsAgoValue 3 months before latestDate
  • value6MonthsAgoValue 6 months before latestDate
  • value12MonthsAgoValue 12 months before latestDate
  • change1mPctPercent change vs 1 month earlier
  • change3mPctPercent change vs 3 months earlier
  • change6mPctPercent change vs 6 months earlier
  • change12mPctPercent change vs 12 months earlier
  • forecast1MonthPct1-month forecast growth, percent (ZHVF)
  • forecast3MonthPct3-month forecast growth, percent (ZHVF)
  • forecast1YearPct1-year forecast growth, percent (ZHVF)
  • rank1-based rank over all matching rows
  • rankedBySort key used for rank
  • scrapedAtISO 8601 scrape timestamp

Not in the schema among the core Zillow fields: address, bedrooms, bathrooms, area, listing_status, zestimate, coordinates. The field matrix shows which other tools return them.

How it differs from the other Zillow Actors

Among the 8 catalogue Actors for Zillow with a published schema, only this one returns slug, zhviLatest, zhviYoY, zhviAsOf, zhviChange1mPct, zhviChange3mPct, forSaleInventory, newListings.

Pick another Actor if you need

Fields other Zillow catalogue Actors return that Zillow Market Trends Scraper does not
ActorFields it addsPrice / 1K
Zillow Upcoming Open House Finder by City or ZIP zpid, address, zipCode, latitude $0.99
Zillow Distressed Property Finder by City or ZIP zpid, distressType, homeStatus, address $0.99
Zillow For-Sale, Rent & Sold Listing Extractor zpid, zestimate, rentZestimate, beds $0.99
Zillow Daily Mortgage Rate & Lender Quote Scraper loanType, productType, scope, program $0.99
Zillow Property Manager Directory by City businessName, phone, reviewRating, reviewCount $0.99

Input

Input settings for Zillow Market Trends Scraper
SettingTypeRequiredDefaultWhat it does
mode string Yes regionTrends What to collect. regionTrends = one detailed record per location. history = tidy monthly rows per location. marketScan = one row per region from a Zillow Research dataset.
locations array No [] (mode=regionTrends, history) Cities, states, counties, ZIP codes or neighborhoods, e.g. 'Austin, TX', 'Travis County, TX', '78701', 'Barton Hills, Austin, TX', 'Texas'.
historyMonths integer No 24 (mode=regionTrends, history) Months of monthly history to include per metric. Zillow's page carries up to 100 months; larger values are capped at 100.
historyMetric string No zhvi (mode=history) Which monthly series to emit as tidy rows.
dataset string No zhviAllHomes (mode=marketScan) Zillow Research series to scan. Each dataset supports a subset of geographies; the actor tells you if the selected geography is unavailable.
geography string No city (mode=marketScan) Region level to scan. Available levels depend on the dataset.
state string No all (mode=marketScan) Keep only regions in this state. 'all' keeps every state.
nameContains string No – (mode=marketScan) Case-insensitive substring filter on the region name, e.g. 'Travis' or 'Springfield'.
regionIds array No [] (mode=marketScan) Exact Zillow RegionIDs to keep, e.g. '3101'. Values not in the selected dataset are ignored.
sortBy string No sizeRank (mode=marketScan) Order rows and assign a 1-based rank over all matches before maxItems truncation.
Show the other 1 settings
More input settings for Zillow Market Trends Scraper
SettingTypeRequiredDefaultWhat it does
maxItems integer No 200 Hard cap on emitted records for this run.

Example input

Built from the input form's published example values and defaults.

{
  "mode": "regionTrends",
  "locations": [
    "Austin, TX"
  ],
  "historyMonths": 24,
  "historyMetric": "zhvi",
  "dataset": "zhviAllHomes",
  "geography": "city",
  "state": "all",
  "regionIds": [],
  "sortBy": "sizeRank",
  "maxItems": 3
}

Run it from code or an AI agent

The same run through the Apify API, with the example input. You need an Apify API token; the run is billed to your account at the Store price.

Python

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run_input = {
    "mode": "regionTrends",
    "locations": [
        "Austin, TX"
    ],
    "historyMonths": 24,
    "historyMetric": "zhvi",
    "dataset": "zhviAllHomes",
    "geography": "city",
    "state": "all",
    "regionIds": [],
    "sortBy": "sizeRank",
    "maxItems": 3
}

run = client.actor("nimbryxo-studio/zillow-market-trends-scraper").call(run_input=run_input)
if run is None:
    raise RuntimeError("The Actor run was not found.")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

pip install apify-client

JavaScript

import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "<YOUR_APIFY_TOKEN>" });
const input = {
    "mode": "regionTrends",
    "locations": [
        "Austin, TX"
    ],
    "historyMonths": 24,
    "historyMetric": "zhvi",
    "dataset": "zhviAllHomes",
    "geography": "city",
    "state": "all",
    "regionIds": [],
    "sortBy": "sizeRank",
    "maxItems": 3
};

const run = await client.actor("nimbryxo-studio/zillow-market-trends-scraper").call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

npm install apify-client

cURL

curl -X POST "https://api.apify.com/v2/actors/nimbryxo-studio~zillow-market-trends-scraper/run-sync-get-dataset-items"   -H "Authorization: Bearer $APIFY_TOKEN"   -H "Content-Type: application/json"   -d '{"mode":"regionTrends","locations":["Austin, TX"],"historyMonths":24,"historyMetric":"zhvi","dataset":"zhviAllHomes","geography":"city","state":"all","regionIds":[],"sortBy":"sizeRank","maxItems":3}'

Waits for the run and returns the dataset items (runs over 300 seconds return HTTP 408; start an async run instead).

MCP (AI agents)

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com?tools=nimbryxo-studio/zillow-market-trends-scraper",
      "headers": {
        "Authorization": "Bearer <YOUR_APIFY_TOKEN>"
      }
    }
  }
}

Adds this Actor as a tool in an MCP client that takes a remote server URL (Cursor, VS Code, Claude Code) through Apify's hosted MCP server. OAuth sign-in also works without the header. Clients that only start local servers can wrap the URL with npx mcp-remote.

What a run costs

The result rate falls on higher Apify plans. Each figure is the published per-result rate times the number of results.

Cost of Zillow Market Trends Scraper results by Apify plan
Apify planPer 1,00010,000 results100,000 results
Free plan$0.99$9.90$99
Starter plan$0.82$8.20$82
Scale plan$0.66$6.60$66
Business plan$0.49$4.90$49
  • Every run also has a start event, charged per GB of memory (minimum one): $0.10 on Free, $0.03 on Business. At its default memory of 4 GB a run starts at $0.40 on Free. Fewer, larger runs keep this small.
  • The Free plan includes $5 of monthly usage (Apify pricing, checked 2026-11-11); at the Free rate that covers at most about 5,050 results, less start events and platform usage.
  • Worked example: 10,000 results in one run on the Free plan cost $10.30 ($9.90 for results + $0.40 start), plus Apify platform usage (compute), billed separately by Apify.
  • Pay per event. Platform usage (compute) is billed by Apify on top of the event prices. Compare other tools in the cost estimator.

Where it fits among Zillow routes

It ranks 5 of 8 catalogue Actors for Zillow on the published formula (fields, price, reliability, freshness). Its line is highlighted on the map.

Route diagram for Zillow dataZillow Upcoming Open House Finder by City or ZIP: stops at 10 of the 10 fields shown; Zillow Distressed Property Finder by City or ZIP: stops at 9 of the 10 fields shown; Zillow For-Sale, Rent & Sold Listing Extractor: stops at 9 of the 10 fields shown; Zillow Market Trends Scraper: stops at 0 of the 10 fields shown; Other Store tools (7): stops at 10 of the 10 fields shown; Zillow data access (partner / Bridge): partner, field coverage not compared.Zillowaddressbedroomsbathroomsarealisting statuszestimatedaysOnZillowzpidhomeTypephotoCount1235+API

Stops are fields. A ring means the field is in that route's published output schema; no ring means the line passes without it. Bold labels are the core fields for this website, the rest are fields that differ between routes. A white capsule means every data line stops there. The red line is the official API; its field coverage is not compared. A crossed red line means there is no open official API.

Official route: Zillow data access (partner / Bridge)

Partner only. Zillow does not publish an open self-serve listing API. Data access for industry partners runs through Zillow Group and MLS-related programs.

Partner terms; no public self-serve price.

Official documentation

Other Store tools for Zillow

Reference only, from their public listings.

Other Store tools for Zillow
ToolFieldsPrice / 1K
Zillow Search Scraper44$2.30
Zillow Detail Scraper64$3.60
Zillow ZIP Code Search Scraper44$2.40
Zillow Scraper21$0.90
Zillow Agent Scraper60$1.20

What people use it for

  • track housing trends
  • compare local market metrics

Other catalogue Actors for Zillow

Zillow Upcoming Open House Finder by City or ZIP

Find upcoming Zillow open houses by city, ZIP, or search URL, with showing start and end times plus property price, beds/baths, square footage and…

9/9 core fields 44 output fields $0.99 per 1K

Zillow Distressed Property Finder by City or ZIP

Find foreclosure, pre-foreclosure, bank-owned, and auction properties on Zillow by city, neighborhood, or ZIP, with price, Zestimate, tax value,…

9/9 core fields 55 output fields $0.99 per 1K

Zillow For-Sale, Rent & Sold Listing Extractor

Search Zillow by city, state or ZIP for active, rental or recently sold listings, with pricing, Zestimate, agent, school, tax and price history…

9/9 core fields 57 output fields $0.99 per 1K

Zillow Daily Mortgage Rate & Lender Quote Scraper

Pull Zillow's national mortgage rates, APR, and daily rate trend by loan type, with optional individual lender quotes per state.

2/9 core fields 39 output fields $0.99 per 1K

Zillow Property Manager Directory by City

Search Zillow's property manager directory by city/state, or read specific profile URLs directly. Returns business name, contact details, ratings,…

1/9 core fields 7 output fields $0.99 per 1K

Zillow Research County Home Value Trend Scraper

Get US county-level home value trends with 6- and 12-month comparisons and year-over-year percent change, plus a state-by-state home value…

0/9 core fields 16 output fields $0.99 per 1K

Zillow Research Home Value & Market Heat Scraper

Get US state-level home value trends, active-listing inventory, and metro-level market heat index data from Zillow's published research files.…

9 output fields $0.99 per 1K

StockX Market Price & Sales History Finder

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9 output fields $0.99 per 1K

Trading Economics Market, Indicator & Calendar Scraper

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9 output fields $0.99 per 1K

Transfermarkt Player Market Value & Transfer Scraper

Look up football players, clubs, and competitions on Transfermarkt. Get player market value history, transfer records, injury logs, club squads,…

23 output fields $0.99 per 1K

World Market Product Scraper

Get product data from Cost Plus World Market, a US home decor, furniture, and specialty food retailer. Search by keyword or browse by department…

11 output fields $0.99 per 1K

Yahoo Finance Market Data & Fundamentals Scraper

Pull live quotes, historical OHLCV candles, financial statements, dividends, splits, news, analyst ratings and holder data from Yahoo Finance for…

25 output fields $0.99 per 1K

Questions people ask

How much does Zillow Market Trends Scraper cost?

The published result rate depends on your Apify plan: $0.99 per 1,000 on Free, $0.82 per 1,000 on Starter, $0.66 per 1,000 on Scale, $0.49 per 1,000 on Business. So 10,000 results cost about $9.90 on the Free plan and $4.90 on Business, plus a start fee of $0.10 per run per GB of memory on Free. Platform usage is billed separately.

What data does Zillow Market Trends Scraper return?

Its published output schema lists 76 fields: recordType, location, locationType, slug, url, sourceUrl, dataSource, regionId, regionName, regionType, regionDisplayName, state, and 64 more. A listed field is not guaranteed to be filled in every row.

What input does Zillow Market Trends Scraper need?

Required: mode. Optional settings include locations, historyMonths, historyMetric, dataset, geography, state.

What are the alternatives to Zillow Market Trends Scraper for Zillow?

8 catalogue Actors cover Zillow. Close alternatives: Zillow Upcoming Open House Finder by City or ZIP; Zillow Distressed Property Finder by City or ZIP; Zillow For-Sale, Rent & Sold Listing Extractor. The Zillow page compares all of them field by field.

How do I run Zillow Market Trends Scraper from Python or the API?

Use the Apify API client: in Python, ApifyClient(token).actor("nimbryxo-studio/zillow-market-trends-scraper").call(run_input=...), then read the run's default dataset (run.default_dataset_id); in JavaScript the same call is client.actor("nimbryxo-studio/zillow-market-trends-scraper").call(input). Without a client, POST the input JSON to https://api.apify.com/v2/actors/nimbryxo-studio~zillow-market-trends-scraper/run-sync-get-dataset-items with your API token. Ready-to-paste code with the example input is on this page.

Sources

Actor updated 2026-11-10 Data synced 2026-11-12
Cite this page

Scraper Finder. "Zillow Market Trends Scraper." https://scraperfinder.com/catalogue/zillow-market-trends-scraper/ (data checked 2026-11-12).

Run Zillow Market Trends Scraper

$0.99 per 1,000 results. Paste the example input above, set your Zillow query, then export the dataset. Still choosing? Compare every Zillow route.

Open in Apify Store