# Zumper Rental Extractor (`kawsar/zumper-rental-extractor`) Actor

Zumper rental listings scraper that turns city and neighborhood search pages into structured data, so you can track prices, amenities, photos, and new inventory in one clean export.

- **URL**: https://apify.com/kawsar/zumper-rental-extractor.md
- **Developed by:** [Kawsar](https://apify.com/kawsar) (community)
- **Categories:** Real estate, Automation, Developer tools
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.99 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

## Zumper Rental Extractor

Zumper Rental Extractor turns Zumper apartment and rental search pages into clean, structured data you can actually work with. Give it a city or neighborhood URL, and it walks through the results and returns every listing with prices, beds, baths, images, location, and contact details, ready to export as JSON, CSV, or Excel.

### What it does

- Reads any Zumper search or city listing page you provide
- Collects apartments, houses, condos, and other rentals shown in the results
- Pulls full details for each listing: pricing, bedrooms, bathrooms, square footage, amenities, images, and location
- Follows pagination automatically so you get results from page after page
- Includes featured and spotlight listings from the top of each search
- Exports to JSON, CSV, or Excel, or pulls straight from the Apify API

### Input

| Field | Type | Description |
|-------|------|-------------|
| `startUrls` | array of strings | One or more Zumper search or city URLs to scrape. |
| `imageSize` | string | Resolution token for image URLs, in width x height form. Default `1280x960`. |
| `includeFeatured` | boolean | Include featured and spotlight listings on the first page of each search. Default `true`. |
| `maxPagesPerUrl` | integer | How many result pages to walk per URL. Default `5`. |
| `maxItems` | integer | Maximum listings to collect across the run. Default `100`. |
| `requestTimeoutSecs` | integer | Per-request timeout in seconds. Default `30`. |

#### Example input

```json
{
    "startUrls": [
        "https://www.zumper.com/apartments-for-rent/new-york-ny"
    ],
    "imageSize": "1280x960",
    "includeFeatured": true,
    "maxPagesPerUrl": 5,
    "maxItems": 100
}
```

### Output

Each listing becomes one dataset record. Example:

```json
{
    "listingId": 58574967,
    "buildingName": "Blueground New York",
    "unitTitle": null,
    "address": "200 E 11th St",
    "city": "New York",
    "state": "NY",
    "zipcode": "10003",
    "neighborhoodName": "East Village",
    "latitude": 40.731022,
    "longitude": -73.988172,
    "minPrice": 4230,
    "maxPrice": 31500,
    "minBedrooms": 0,
    "maxBedrooms": 4,
    "minBathrooms": 1,
    "maxBathrooms": 3,
    "minSquareFeet": 350,
    "maxSquareFeet": 7836,
    "floorplanCount": 100,
    "phone": "(917) 451-6805",
    "agentName": "Blueground Us",
    "brokerageName": "BLUEGROUND",
    "amenityTags": ["Furnished", "Air Conditioning", "In-Unit Laundry"],
    "rating": 9.4,
    "hasFees": false,
    "listingUrl": "https://www.zumper.com/apartment-buildings/1818930/blueground-new-york-east-village-new-york-ny",
    "imageCount": 30,
    "mainImage": "https://img.zumpercdn.com/803782306/1280x960",
    "images": ["https://img.zumpercdn.com/803782306/1280x960"],
    "listedOn": "2026-08-11T14:11:55+00:00",
    "searchUrl": "https://www.zumper.com/apartments-for-rent/new-york-ny",
    "pageNumber": 1,
    "scrapedAt": "2026-08-12T09:41:46+00:00"
}
```

#### Fields

| Field | Description |
|-------|-------------|
| `listingId`, `groupId`, `buildingId` | Zumper identifiers for the listing and building. |
| `isFeatured`, `isSpotlight` | Whether the listing was shown as featured or spotlight. |
| `buildingName`, `unitTitle` | Building name and unit label when present. |
| `address`, `city`, `state`, `zipcode`, `neighborhoodName`, `cityState` | Location details. |
| `latitude`, `longitude` | Map coordinates. |
| `propertyTypeId`, `listingTypeId`, `leaseTypeId` | Zumper category codes. |
| `minPrice`, `maxPrice`, `previousPrice` | Monthly rent range and previous price. |
| `minBedrooms`, `maxBedrooms`, `minBathrooms`, `maxBathrooms` | Bed and bath range. |
| `minSquareFeet`, `maxSquareFeet` | Square footage range, null when unknown. |
| `floorplanCount` | Number of floor plans in the building. |
| `dateAvailable` | Earliest availability date when listed. |
| `phone`, `agentName`, `brokerageName` | Contact and listing source. |
| `amenityTags`, `buildingAmenityTags`, `petTags` | Amenity and pet policy labels. |
| `shortDescription` | Short listing blurb when present. |
| `rating`, `externalRating` | Listing quality ratings. |
| `hasFees`, `promotion` | Fee flag and promotion code. |
| `listingUrl`, `padmapperUrl` | Links to the listing. |
| `imageCount`, `mainImage`, `images` | Photo count, cover image, and full image list. |
| `createdOn`, `modifiedOn`, `listedOn` | Listing timestamps in ISO 8601. |
| `searchUrl`, `pageNumber`, `scrapedAt` | Which search, page, and time the record came from. |

### Common use cases

- Track rental prices and new inventory across cities and neighborhoods
- Build a housing search or comparison app on top of fresh listing data
- Feed real estate market research and rent trend analysis
- Generate leads from agent and brokerage contact details
- Monitor a specific area for units that match your filters

### How to use

1. Open the actor and paste one or more Zumper search URLs into `startUrls`.
2. Set `maxPagesPerUrl` and `maxItems` to control how much you collect.
3. Run the actor and watch listings fill the dataset.
4. Export the results as JSON, CSV, or Excel, or read them from the Apify API.

### Tips

- Copy the URL straight from your browser after applying filters on Zumper. Price, bedroom, and neighborhood filters in the URL carry through to your results.
- Raise `maxItems` and `maxPagesPerUrl` together when you want deep coverage of a busy market.
- Add several city URLs at once to compare markets in a single run.

### Notes

This actor collects publicly visible listing information from search result pages. Use the data responsibly and in line with Zumper's terms and applicable laws.

# Actor input Schema

## `startUrls` (type: `array`):

One or more Zumper search or city listing pages. Paste the full URL from your browser, for example a city, neighborhood, or filtered rental search.

## `imageSize` (type: `string`):

Resolution token used to build listing image URLs, in width x height form.

## `includeFeatured` (type: `boolean`):

Include featured and spotlight listings shown at the top of the first page of each search.

## `maxPagesPerUrl` (type: `integer`):

How many result pages to walk through for each search URL. Each page holds about 25 listings.

## `maxItems` (type: `integer`):

Maximum number of listings to collect across the whole run.

## `requestTimeoutSecs` (type: `integer`):

Per-request timeout in seconds.

## Actor input object example

```json
{
  "startUrls": [
    "https://www.zumper.com/apartments-for-rent/new-york-ny",
    "https://www.zumper.com/apartments-for-rent/san-francisco-ca"
  ],
  "imageSize": "1280x960",
  "includeFeatured": true,
  "maxPagesPerUrl": 5,
  "maxItems": 25,
  "requestTimeoutSecs": 30
}
```

# Actor output Schema

## `listings` (type: `string`):

Dataset with all extracted Zumper rental listings.

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "startUrls": [
        "https://www.zumper.com/apartments-for-rent/new-york-ny"
    ],
    "imageSize": "1280x960"
};

// Run the Actor and wait for it to finish
const run = await client.actor("kawsar/zumper-rental-extractor").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "startUrls": ["https://www.zumper.com/apartments-for-rent/new-york-ny"],
    "imageSize": "1280x960",
}

# Run the Actor and wait for it to finish
run = client.actor("kawsar/zumper-rental-extractor").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "startUrls": [
    "https://www.zumper.com/apartments-for-rent/new-york-ny"
  ],
  "imageSize": "1280x960"
}' |
apify call kawsar/zumper-rental-extractor --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,kawsar/zumper-rental-extractor"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/hdIENFwyqi69toP2W/builds/eng3tW5h1eS4LreXp/openapi.json