# Estimate Airbnb listing occupancy and pricing

**Use case:** 

Reads an Airbnb listing's forward availability calendar and returns occupancy for 30, 90 and 365 days, booked and available nights, minimum stay and average daily rate. Use it to analyse short-term rental revenue, benchmark competitors or evaluate an investment property.

## Input

```json
{
  "mode": "listing",
  "listingIds": [
    "983207483398233150"
  ],
  "location": "Bali--Indonesia",
  "currency": "USD",
  "calendarMonths": 12,
  "computeOccupancy": true,
  "includeProfile": true,
  "maxListings": 500,
  "concurrency": 3,
  "logLevel": "INFO",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

## Output

```json
{
  "listing_id": {
    "label": "Listing",
    "format": "text"
  },
  "occupancy_30d": {
    "label": "Occ 30d",
    "format": "number"
  },
  "occupancy_90d": {
    "label": "Occ 90d",
    "format": "number"
  },
  "occupancy_365d": {
    "label": "Occ 365d",
    "format": "number"
  },
  "available_nights_horizon": {
    "label": "Avail nights",
    "format": "number"
  },
  "horizon_days": {
    "label": "Horizon (days)",
    "format": "number"
  },
  "min_nights_mode": {
    "label": "Min nights",
    "format": "number"
  },
  "adr": {
    "label": "ADR",
    "format": "number"
  },
  "currency": {
    "label": "Currency",
    "format": "text"
  },
  "_scrapedAt": {
    "label": "Scraped At",
    "format": "text"
  }
}
```

## How it works

### 1. Sign up on Apify or log in

The Airbnb Occupancy, Availability & Dynamic-Pricing Scraper Actor is ready to run with the inputs already set for "Estimate Airbnb listing occupancy and pricing". [Sign up or log in](https://console.apify.com/create-task-from-example/4McEG8GRseB93NDkI) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Estimate Airbnb listing occupancy and pricing" task

The Airbnb Occupancy, Availability & Dynamic-Pricing Scraper Actor will start running based on the input automatically. You can also change all the input fields, like mode, listing ids (listing mode), and more, to match your specific use case.

### 3. Receive the "Estimate Airbnb listing occupancy and pricing" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as listing, occ 30d, occ 90d, and more.

### 4. Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also [run the "Estimate Airbnb listing occupancy and pricing" task via API](https://apify.com/xtracto/airbnb-occupancy.md).

## About this Actor

This example demonstrates how to use [Airbnb Occupancy, Availability & Dynamic-Pricing Scraper](https://apify.com/xtracto/airbnb-occupancy.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/xtracto/airbnb-occupancy.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

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 full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/xtracto/airbnb-occupancy.md

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`).