# Monthly AirDNA Revenue and Occupancy Change Monitor

**Use case:** 

A monthly AirDNA revenue and occupancy change monitor re-checks the same short-term rental markets on a schedule and tags each one NEW, UPDATED, or CURRENT based on month-over-month movement in revenue, occupancy, ADR, and RevPAR. Portfolio managers use it to catch genuine market shifts as AirDNA republishes its numbers, instead of re-reading the same page every month by hand.

## Input

```json
{
  "marketUrls": [
    {
      "url": "https://www.airdna.co/vacation-rental-data/app/us/california/los-angeles/overview"
    }
  ],
  "countries": [],
  "states": [],
  "cities": [],
  "proxyConfiguration": {
    "useApifyProxy": true
  },
  "maxItems": 1,
  "incrementalMonitorMode": true,
  "monitorStateName": "examples-monthly-monitor"
}
```

## Output

```json
{
  "marketName": {
    "label": "Market",
    "format": "string"
  },
  "changeType": {
    "label": "Change",
    "format": "string"
  },
  "annualRevenue": {
    "label": "Annual Revenue ($)",
    "format": "number"
  },
  "occupancyPct": {
    "label": "Occupancy (%)",
    "format": "number"
  },
  "averageDailyRate": {
    "label": "ADR ($)",
    "format": "number"
  },
  "revpar": {
    "label": "RevPAR ($)",
    "format": "number"
  },
  "scrapedAt": {
    "label": "Scraped At",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [AirDNA Scraper: STR Market Revenue, Occupancy, ADR & YoY Trends](https://apify.com/getascraper/airdna-market-data-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/getascraper/airdna-market-data-scraper.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/getascraper/airdna-market-data-scraper.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`).