# AirDNA Scraper — Airbnb Market Data & Top STR Deals (`hipersoft/airdna-scraper`) Actor

Short-term rental market data from AirDNA for 24,000+ markets: active Airbnb/Vrbo listings, annual revenue, occupancy, ADR, RevPAR with YoY change, Market Score and subscores, plus top-rated rental deals vs market rate. Export CSV/JSON.

- **URL**: https://apify.com/hipersoft/airdna-scraper.md
- **Developed by:** [hiper soft](https://apify.com/hipersoft) (community)
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.0015 / result

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/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## AirDNA Scraper: Airbnb and Short-Term Rental Market Data for 24,000+ Markets

**AirDNA Scraper** collects **short-term rental (STR) market data from AirDNA**, the leading analytics source for **Airbnb and Vrbo**, covering **24,000+ markets worldwide**. For every market you get the **number of active short-term rental listings, average annual revenue per listing, occupancy rate, average daily rate (ADR) and RevPAR**, each with its **year-over-year change**, plus the **AirDNA Market Score** and its five subscores: **rental demand, seasonality, revenue growth, investability and regulation**. Optionally collect the **top short-term rental deals** in each market: **title, property type, bedrooms, bathrooms, guests, nightly rate, market average rate, discount vs. market, deal score, coordinates, photo and Airbnb/Vrbo links**. Search by **city name** or **country**, or paste AirDNA links, and export to **CSV, Excel or JSON**. Ideal for **Airbnb investors, short-term rental hosts and property managers, real estate agents, analysts and travel market research**.

### What does AirDNA Scraper do?

- 🏘️ **24,000+ markets**: US cities and states, Europe, Latin America, Asia-Pacific and more.
- 💵 **Revenue and rates**: annual revenue, ADR and RevPAR.
- 📊 **Occupancy** and **active listings** with **year-over-year change**.
- 🏆 **Market Score** (40–100) with **demand, seasonality, growth, investability and regulation** subscores.
- 🔥 **Top rental deals**: well-rated properties priced below the market average.
- 🌍 **Country filter** to sweep many markets at once.

### What data can you scrape from AirDNA?

| Field | Description |
|---|---|
| Market | Name, country, region, city, data date, link |
| Supply | Active listings, YoY change |
| Performance | Annual revenue, occupancy, ADR, RevPAR (each with YoY) |
| Market Score | Overall score + rental demand, seasonality, revenue growth, investability, regulation |
| Top property | Title, type, bedrooms, bathrooms, guests, nightly rate, market average, discount %, deal score |
| Location | Latitude, longitude |
| Links | Airbnb ID/link, Vrbo ID, photo |

### Use cases for short-term rental data

- **Airbnb investors**: compare markets by revenue, occupancy and Market Score before buying.
- **Hosts and property managers**: benchmark your rates and occupancy against the market.
- **Real estate agents**: add STR income potential to listings and market reports.
- **Analysts and lenders**: track STR supply growth, regulation risk and revenue trends.
- **Travellers and deal sites**: surface top-rated stays priced below market.

### How to scrape AirDNA

1. Click **Try for free** to open AirDNA Scraper in Apify Console.
2. Enter **markets** (e.g. "San Diego", "Lisbon") or **countries**.
3. Choose **Market metrics** and/or **Top rental deals**.
4. Set **Max markets** and click **Start**.
5. Download the results as **CSV, Excel or JSON**.

### Input

#### Example input

```json
{
  "markets": ["San Diego", "Palm Springs, California", "Lisbon", "Bali"],
  "includeMarketData": true,
  "includeTopProperties": true,
  "maxMarkets": 10
}
```

| Field | Description |
|---|---|
| **Markets** | City names, optionally "City, region" or "City, cc". |
| **AirDNA links** | Market overview links. |
| **Countries** | Two-letter codes to restrict matching or sweep a country. |
| **Market metrics / Top rental deals** | Choose what to collect. |
| **Max markets / Max results** | Limits (0 = no limit). |

### Output

#### Market example

```json
{
  "type": "market",
  "market": "San Diego, California",
  "countryCode": "US",
  "activeListings": 18008,
  "activeListingsYoY": 4.2,
  "annualRevenue": 67300,
  "annualRevenueYoY": 68,
  "occupancyRate": 66,
  "occupancyYoY": 17.1,
  "averageDailyRate": 319,
  "averageDailyRateYoY": -9.7,
  "revPAR": 210,
  "revPARYoY": 6.7,
  "marketScore": 74,
  "rentalDemandScore": 78,
  "seasonalityScore": 72,
  "revenueGrowthScore": 93,
  "investabilityScore": 54,
  "regulationScore": 61,
  "dataUpdated": "October 6, 2026"
}
```

#### Top property example

```json
{
  "type": "property",
  "market": "san-diego",
  "title": "Walk to Beach! Luxury Family Home BBQ Garage Crib",
  "propertyType": "Townhouse",
  "bedrooms": 3,
  "bathrooms": 2.5,
  "guests": 8,
  "ratePerNight": 236,
  "marketAverageRate": 481,
  "discountVsAveragePct": 51,
  "dealScore": 79,
  "airbnbUrl": "https://www.airbnb.com/rooms/9879074"
}
```

#### Output schema

| Field | Type | Description |
|---|---|---|
| `type` | string | `market` or `property`. |
| `market`, `countryCode`, `region`, `city`, `url` | string | Market. |
| `activeListings`, `annualRevenue`, `occupancyRate`, `averageDailyRate`, `revPAR` (+ `…YoY`) | number | Metrics. |
| `marketScore`, `rentalDemandScore`, `seasonalityScore`, `revenueGrowthScore`, `investabilityScore`, `regulationScore` | number | Scores. |
| `title`, `propertyType`, `bedrooms`, `bathrooms`, `guests` | mixed | Property. |
| `ratePerNight`, `marketAverageRate`, `discountVsAveragePct`, `dealScore` | number | Deal. |
| `latitude`, `longitude`, `airbnbId`, `airbnbUrl`, `vrboId`, `imageUrl` | mixed | Location and links. |

### How much does it cost?

AirDNA Scraper uses **pay-per-result** pricing: a small fixed price per market or property row, with automatic discounts on higher Apify plans. See the **Pricing** tab for the exact price.

### More travel and real estate data

- [Spotahome Scraper](https://apify.com/hipersoft/spotahome-scraper): mid-term rentals in Europe.
- [Booking Hotels Scraper](https://apify.com/hipersoft/booking-hotels-scraper): hotel prices and availability.
- [Agoda Hotels Scraper](https://apify.com/hipersoft/agoda-hotels-scraper): APAC hotel data.

### FAQ

**Do I need an AirDNA subscription?**
No. The scraper collects the public market summaries and top deals.

**What currency are rates in?**
Rates and revenue are shown in the market's display currency (see the `currency` field, usually USD).

**How often is the data updated?**
AirDNA refreshes market summaries regularly; the `dataUpdated` field shows the date.

**What formats can I export?**
CSV, Excel, JSON, XML, HTML and RSS, or read the results through the Apify API.

**Can I integrate AirDNA Scraper with other apps?**
AirDNA Scraper can be connected with almost any cloud service or web app thanks to [integrations on the Apify platform](https://apify.com/integrations). It works with [Make](https://apify.com/integrations/make), [Zapier](https://apify.com/integrations/zapier), [Slack](https://docs.apify.com/platform/integrations/slack), [Airbyte](https://docs.apify.com/platform/integrations/airbyte), [GitHub](https://docs.apify.com/platform/integrations/github), [Google Drive](https://docs.apify.com/platform/integrations/drive) and [many more](https://apify.com/integrations), plus the [Apify API](https://docs.apify.com/api/v2), JS/Python clients and MCP. Or use [webhooks](https://docs.apify.com/platform/integrations/webhooks) to trigger an action whenever a run finishes.

**Is it legal to scrape AirDNA?**
The scraper only collects publicly visible market summaries. You are responsible for using the data in line with AirDNA's terms and applicable law.

### Related Actors

- [Spotahome Scraper](https://apify.com/hipersoft/spotahome-scraper)
- [Booking Hotels Scraper](https://apify.com/hipersoft/booking-hotels-scraper)

### Notes

Original clean-room implementation. Returns only public data. Not affiliated with AirDNA, Airbnb or Vrbo.

# Actor input Schema

## `markets` (type: `array`):

City or market names, optionally with region or country code: "San Diego", "Palm Springs, California", "Lisbon", "Bali", "Austin, texas".

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

Optional AirDNA market links (…/vacation-rental-data/app/us/california/san-diego/overview).

## `countries` (type: `array`):

Optional two-letter country codes (us, gb, es, it, fr, pt, mx, au…). Restricts market matching, or with no markets entered, scrapes markets of these countries up to Max markets.

## `includeMarketData` (type: `boolean`):

Listings, revenue, occupancy, ADR, RevPAR with YoY change and Market Score.

## `includeTopProperties` (type: `boolean`):

Top-rated properties in each market with nightly rate vs market average, deal score and Airbnb/Vrbo links.

## `maxMarkets` (type: `integer`):

Limit number of markets (0 = no limit).

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

Stop after this many rows in total (0 = no limit).

## `proxyConfiguration` (type: `object`):

Not needed in most cases.

## Actor input object example

```json
{
  "markets": [
    "San Diego",
    "Palm Springs, California"
  ],
  "includeMarketData": true,
  "includeTopProperties": true,
  "maxMarkets": 10,
  "maxItems": 0,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

## `results` (type: `string`):

The results as dataset items.

# 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 = {
    "markets": [
        "San Diego",
        "Palm Springs, California"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("hipersoft/airdna-scraper").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 = { "markets": [
        "San Diego",
        "Palm Springs, California",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("hipersoft/airdna-scraper").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 '{
  "markets": [
    "San Diego",
    "Palm Springs, California"
  ]
}' |
apify call hipersoft/airdna-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,hipersoft/airdna-scraper"
        }
    }
}
```

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/8zUZAcmgYs8PdFOXe/builds/TKb7sYXkDgV6PqYg8/openapi.json