# ThinkSpain Property Listing Scraper (`crabwalker/thinkspain-listing-scraper`) Actor

Extract complete property details from ThinkSpain listing URLs, including price, location, dimensions, features, images, and energy ratings.

- **URL**: https://apify.com/crabwalker/thinkspain-listing-scraper.md
- **Developed by:** [Crab Walker](https://apify.com/crabwalker) (community)
- **Categories:** Real estate
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

$10.00 / 1,000 property detail results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#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

## ThinkSpain Property Actors

This project contains two independently runnable Apify Actors with output contracts matching the existing Idealista actors:

- The root Actor, **ThinkSpain Listing Scraper**, extracts normalized property details from listing-detail URLs.
- `actors/thinkspain-search-analysis`, **ThinkSpain Search Market Analysis**, extracts result cards from filtered search URLs and calculates price-per-m² summaries.

Both Actors parse ThinkSpain's server-rendered analytics data, Product JSON-LD, and visible property fields. They use lightweight HTTP crawling, low concurrency, retries, sessions, and request delays. Direct HTTP requests are the low-cost default.

### Listing-detail input

```json
{
  "startUrls": [
    { "url": "https://www.thinkspain.com/property-for-sale/9925927" }
  ],
  "maxConcurrency": 1,
  "requestDelaySecs": 2,
  "includeContactDetails": false,
  "proxyConfiguration": { "useApifyProxy": false }
}
```

Each dataset row includes listing ID, URL, title, price, operation, property type, description, location, coordinates, surface, rooms, bedrooms, bathrooms, floor, features, images, energy ratings, optional advertiser contact fields, and scrape time.

### Search-analysis input

```json
{
  "startUrls": [
    { "url": "https://www.thinkspain.com/property-for-sale/malaga" }
  ],
  "maxPages": 5,
  "maxItems": 100,
  "maxConcurrency": 1,
  "requestDelaySecs": 2
}
```

The dataset contains one row per unique property. `SUMMARY` in the default key-value store groups sale, rent, and unknown operations and reports average, median, minimum, maximum, and weighted price per m². Rent figures are monthly when the advertised price is monthly.

### Local validation

Run these commands independently from the root Actor and the search Actor directory:

```bash
npm install
npm test
npm run build
```

Keep concurrency low. If ThinkSpain returns a block page, enable an Apify Proxy in the input.

# Actor input Schema

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

ThinkSpain listing-detail URLs to scrape.

## `maxRequestsPerCrawl` (type: `integer`):

Maximum number of listing pages to process (0 = unlimited).

## `maxConcurrency` (type: `integer`):

Maximum number of parallel HTTP requests.

## `maxRequestRetries` (type: `integer`):

Maximum number of retries for a single request.

## `requestDelaySecs` (type: `number`):

Delay before each request to reduce load on ThinkSpain.

## `sessionMaxUsageCount` (type: `integer`):

Rotate sessions after this many requests.

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

Optional proxy settings. Direct HTTP requests are the low-cost default.

## `includeContactDetails` (type: `boolean`):

Include the public advertiser name and phone number when present.

## Actor input object example

```json
{
  "startUrls": [
    {
      "url": "https://www.thinkspain.com/property-for-sale/9925927"
    }
  ],
  "maxRequestsPerCrawl": 50,
  "maxConcurrency": 2,
  "maxRequestRetries": 4,
  "requestDelaySecs": 2,
  "sessionMaxUsageCount": 5,
  "proxyConfiguration": {
    "useApifyProxy": false
  },
  "includeContactDetails": false
}
```

# Actor output Schema

## `dataset` (type: `string`):

No description

# 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": [
        {
            "url": "https://www.thinkspain.com/property-for-sale/9925927"
        }
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("crabwalker/thinkspain-listing-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 = { "startUrls": [{ "url": "https://www.thinkspain.com/property-for-sale/9925927" }] }

# Run the Actor and wait for it to finish
run = client.actor("crabwalker/thinkspain-listing-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 '{
  "startUrls": [
    {
      "url": "https://www.thinkspain.com/property-for-sale/9925927"
    }
  ]
}' |
apify call crabwalker/thinkspain-listing-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,crabwalker/thinkspain-listing-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/ehuEw0G3wB9PcU6H3/builds/AnLoWXlndnZW8hKQ0/openapi.json