# Milanuncios \[Just 💰$1.5] — Spanish Car Listings (`blackfalcondata/milanuncios-scraper`) Actor

💰 $1.5 per 1,000 listings. Scrape milanuncios.com — Spain's biggest classifieds — car listings by brand · region · price · year · mileage · fuel & gearbox with full specs & photo gallery. Incremental mode tracks new and changed listings across scheduled runs.

- **URL**: https://apify.com/blackfalcondata/milanuncios-scraper.md
- **Developed by:** [Black Falcon Data](https://apify.com/blackfalcondata) (community)
- **Categories:** E-commerce, Lead generation, Automation
- **Stats:** 6 total users, 2 monthly users, 100.0% runs succeeded, 1 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.50 / 1,000 results

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

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

### What does Milanuncios do?

Milanuncios Scraper extracts structured car-listing data from [milanuncios.com](https://milanuncios.com) — each result carries the full description, price, brand, model year, mileage, fuel type and gearbox, plus the seller and the listing's region, province and city. Filter by brand, location, price, year, mileage and fuel in a single run, and run incrementally to capture only new listings over time.

### How to use this actor

- 👉 **Register for a free Apify account** — no credit card required.
- 🎉 Just click **[Sign up free on Apify →](https://console.apify.com/sign-up?fpr=1h3gvi\&fp_sid=ctarich)** and complete a quick signup.
- 💰 A free Apify account includes $5 in monthly credits — enough to test this actor.
- ⏳ Scrape during the free trial, with no commitment or upfront payment required.

### Key features

- **🚗 Vehicle data depth** — every car listing returns structured vehicle fields as first-class columns — brand, model year, mileage, fuel type, gearbox, horsepower, doors, seats, colour, and the environmental (eco) label — not buried in description text. Each record also carries the full seller description, the complete photo gallery, and pricing detail including the financed/monthly figure when the seller offers it — all in one pass, no separate detail step required. Filter by brand, price, year, mileage, fuel, and gearbox in a single run.
- **👤 Seller & contact data** — each listing tells you whether the seller is private or a professional dealer and which contact channels they accept — phone, in-app chat, or contact form — alongside the seller id, name, and the listing's region, province, and city. Filter to dealers for B2B prospecting, or to private sellers for direct deals. Turn on the optional seller-detail enrichment to add each seller's map coordinates, postal code, account age, email-verified status, and whether the car is already reserved.
- **🎯 Batch searches** — pass several brands, regions, or fuel types in one run — every combination is searched, results are merged and de-duplicated by listing id into a single dataset, and you pay one Actor-Start charge instead of one per search.
- **🔔 Notifications** — Telegram, Slack, Discord, WhatsApp Cloud API, and generic webhook out of the box. Pair with incremental for daily new-listing alerts without pipeline glue.
- **♻️ Incremental mode** — recurring runs emit and charge only for listings that are new or whose tracked content changed. First run builds the baseline; subsequent runs emit only NEW / UPDATED / REAPPEARED records (UNCHANGED + EXPIRED opt-in). Saves 80–95% on daily monitoring.
- **📦 Compact mode** — AI-agent and MCP-friendly payloads with core fields only.
- **✂️ Description truncation** — cap description length with `descriptionMaxLength` to control LLM prompt cost and dataset size — set 0 for full descriptions, or any char-limit to trim.
- **📤 Export anywhere** — Download the dataset as JSON, CSV, or Excel from the Apify Console, or stream live via the Apify API and integrations (Make, Zapier, Google Sheets, n8n, …).
- **🔌 MCP connectors** — export your results into Notion via Apify's MCP connectors — a clean run-summary page, no glue code. Opt-in via the App connector field; deterministic field-mapping, no AI. Built on Apify's connector framework, so more destinations open up as their catalog grows.

### What data can you extract from Milanuncios?

Each result includes Core listing fields (`listingId`, `adId`, `url`, `portalUrl`, `title`, `price`, `priceLabel`, and `currency`, and more), detail fields when enrichment is enabled (`description`), and contact information (`acceptsPhone`). In standard mode, all fields are always present — unavailable data points are returned as `null`, never omitted. In compact mode, only core fields are returned.

Enable detail enrichment in the input to get richer fields such as full descriptions and contact information where the source provides them.

### Input

The main inputs are a search keyword and a result limit. Additional filters and options are available in the input schema.

Key parameters:

- **`startUrls`** — Optional. Paste one or more Milanuncios search/results page URLs (the page you see after applying filters on the site). Their filters — brand, price, year, fuel, gearbox, province, free-text words — are read from the URL and combined with the filters below. Single-car listing URLs are skipped (paste a search page, not one ad).
- **`make`** — Car brand(s) to scrape, e.g. "BMW", "Mercedes-Benz", "Toyota". Leave empty to scrape all brands. Add several to combine brands.
- **`region`** — Autonomous community/region to limit results to, e.g. "Madrid", "Cataluña", "Andalucía". Leave empty for all of Spain. Add several to combine regions.
- **`province`** — Province to limit results to, e.g. "Barcelona", "Valencia", "Sevilla". More specific than region. Add several to combine provinces.
- **`priceMin`** — Only return cars priced at or above this amount, in euros.
- **`priceMax`** — Only return cars priced at or below this amount, in euros.
- **`yearMin`** — Only return cars from this model year or newer.
- **`yearMax`** — Only return cars from this model year or older.
- **`kmMin`** — Only return cars with at least this many kilometres.
- **`kmMax`** — Only return cars with at most this many kilometres.
- **`fuelType`** — Limit results to one or more fuel types.
- **`transmission`** — Limit results to a single gearbox type. (default: `""`)
- ...and 28 more parameters

### Input examples

**Brand & price search** — Find BMWs from 2018 or newer priced up to €20,000.

→ Full payload per result — description, specs, photos, seller and location, all populated where the source provides them.

```json
{
  "make": [
    "BMW"
  ],
  "yearMin": 2018,
  "priceMax": 20000,
  "maxResults": 100
}
```

**Start from a search URL** — Paste a Milanuncios results page (the page you see after applying filters on the site) — its brand, price, year, fuel and gearbox filters are read straight from the URL.

→ The same structured records as a manual search, configured entirely from the pasted URL.

```json
{
  "startUrls": [
    "https://www.milanuncios.com/audi-de-segunda-mano/?desde=10000&hasta=25000&combustible=diesel"
  ],
  "maxResults": 100
}
```

**Keyword filtering** — Keep only listings that mention a feature the site has no structured filter for, and drop damaged cars. Matching is case- and accent-insensitive across the title and description.

→ A narrowed result set — only listings whose text contains an include keyword and none of the exclude keywords.

```json
{
  "make": [
    "Mercedes-Benz"
  ],
  "includeKeywords": [
    "techo solar",
    "cuero"
  ],
  "excludeKeywords": [
    "accidentado",
    "para piezas"
  ],
  "maxResults": 100
}
```

**Incremental tracking** — Only emit vehicles that changed since the previous run with this `stateKey`.

→ First run builds the baseline state. Subsequent runs emit only records that are new or whose tracked content changed. Set `emitUnchanged: true` to include unchanged records as well.

```json
{
  "make": [
    "BMW"
  ],
  "maxResults": 200,
  "incrementalMode": true,
  "stateKey": "bmw-tracker"
}
```

**Compact output for AI agents** — Return only core fields for AI-agent and MCP workflows.

→ Small payload with the most important fields — ideal for piping into LLMs without token overhead.

```json
{
  "make": [
    "BMW"
  ],
  "maxResults": 50,
  "compact": true
}
```

### Output

Each run produces a dataset of structured listing records. Results can be downloaded as JSON, CSV, or Excel from the Dataset tab in Apify Console.

### Example listing record

```json
{
  "listingId": "321f3b8dadf8d278ed2d050cbb940edad50596b70239d4c5db6c4d2d60c6effc",
  "adId": "599704835",
  "url": "https://www.milanuncios.com/fiat-de-segunda-mano/fiat-grande-punto-599704835.htm",
  "portalUrl": "https://www.milanuncios.com/fiat-de-segunda-mano/fiat-grande-punto-599704835.htm",
  "title": "Fiat - Grande punto",
  "description": "Fiat Punto roja en muy buen estado. El vehículo cuenta con aproximadamente 150.000 km y funciona perfectamente. Recientemente se ha realizado una revisión completa, por lo que está lista para circular...",
  "price": 1800,
  "priceLabel": "1.800 €",
  "currency": "EUR",
  "priceIncludesTaxes": false,
  "isFinanced": false,
  "previousPrice": 2000,
  "priceDropPercent": -10,
  "make": "Fiat",
  "makeSlug": "fiat-de-segunda-mano",
  "year": 2006,
  "mileageKm": 1500,
  "fuelType": "gasoline",
  "transmission": "MANUAL",
  "powerHp": 80,
  "doors": 5,
  "seats": 5,
  "color": "rojo",
  "environmentalLabel": "NO_LABEL",
  "category": "Coches",
  "categoryId": 13,
  "sellerId": "233401499",
  "sellerName": "Emma",
  "sellerType": "private",
  "acceptsPhone": false,
  "acceptsChat": true,
  "acceptsForm": true,
  "region": "Canarias",
  "province": "Tenerife",
  "city": "Playa de los Cristianos",
  "location": "Playa de los Cristianos, Tenerife",
  "imageUrl": "https://images.milanuncios.com/api/v1/ma-ad-media-pro/images/0c28eed2-f21d-4581-8b3b-a97776595be2",
  "imageUrls": [
    "https://images.milanuncios.com/api/v1/ma-ad-media-pro/images/0c28eed2-f21d-4581-8b3b-a97776595be2",
    "https://images.milanuncios.com/api/v1/ma-ad-media-pro/images/c9d63f93-357c-4a1a-ab02-dfd37b9c2d93",
    "https://images.milanuncios.com/api/v1/ma-ad-media-pro/images/c75d21dd-ca8f-420d-b678-45e918bec8ea",
    "https://images.milanuncios.com/api/v1/ma-ad-media-pro/images/149a3d57-5551-4a7c-af27-070a29ef620b",
    "https://images.milanuncios.com/api/v1/ma-ad-media-pro/images/8d2048b1-0dda-4975-b756-2432c581e1db",
    "... 3 more items"
  ],
  "isNew": false,
  "isFeatured": true,
  "isRepost": false,
  "publishedAt": "2026-06-09T22:13:55Z",
  "updatedAt": "2026-06-25T20:46:11Z",
  "attributes": [
    {
      "key": "kilometers",
      "label": "kilómetros",
      "value": "1500",
      "valueLabel": "1.500 kms"
    },
    {
      "key": "year",
      "label": "año",
      "value": "2006",
      "valueLabel": "2006"
    },
    {
      "key": "fuel",
      "label": "combustible",
      "value": "gasoline",
      "valueLabel": "gasolina"
    },
    {
      "key": "transmission",
      "label": "cambio",
      "value": "manual",
      "valueLabel": "manual"
    },
    {
      "key": "hp",
      "label": "CV",
      "value": "80",
      "valueLabel": "80 CV"
    },
    "... 4 more items"
  ],
  "contentHash": "050415023bebcc9980ed7a62d776076e044624c2273d283f9074a6a710ef4161",
  "source": "milanuncios.com",
  "scrapedAt": "2026-06-25T20:48:44.651Z"
}
```

### Incremental fields

When incremental mode is on, each record also carries:

- `changeType` — one of `NEW`, `UPDATED`, `UNCHANGED`, `REAPPEARED`, `EXPIRED`. Default output covers `NEW` / `UPDATED` / `REAPPEARED`; set `emitUnchanged: true` or `emitExpired: true` to opt into the others.
- `isRepost`, `repostOfId`, `repostDetectedAt` — populated when a new listing matches the tracked content of a previously expired one. Set `skipReposts: true` to drop detected reposts from the output.

### How to scrape Milanuncios

1. Go to [Milanuncios](https://apify.com/blackfalcondata/milanuncios-scraper?fpr=1h3gvi) in Apify Console.
2. Enter a search keyword.
3. Set `maxResults` to control how many results you need.
4. Enable `includeDetails` if you need full descriptions, contact info.
5. Click **Start** and wait for the run to finish.
6. Export the dataset as JSON, CSV, or Excel.

### Use cases

- Extract listing data from Milanuncios for market research and competitive analysis.
- Track pricing trends across regions and categories over time.
- Monitor new and changed vehicles on scheduled runs without processing the full dataset every time.
- Feed structured data into AI agents, MCP tools, and automated pipelines using compact mode.
- Export clean, structured data to dashboards, spreadsheets, or data warehouses.

### How much does it cost to scrape Milanuncios?

Milanuncios uses [pay-per-event](https://docs.apify.com/platform/actors/paid-actors/pay-per-event) pricing. You pay a small fee when the run starts and then for each result that is actually produced.

- **Run start:** $0.005 per run
- **Per result:** $0.0015 per listing record

Example costs:

- 10 results: **$0.02**
- 25 results: **$0.042**
- 100 results: **$0.15**
- 200 results: **$0.3**
- 500 results: **$0.76**

#### Example: recurring monitoring savings

These examples compare full re-scrapes with incremental runs at different churn rates. Churn is the share of vehicles that are new or whose tracked content changed since the previous run. Actual churn depends on your query breadth, source activity, and polling frequency — the scenarios below are examples, not predictions.

Example setup: 200 vehicles per run, daily polling (30 runs/month). Costs scale linearly with the number of vehicles.

| Churn rate | Full re-scrape run cost | Incremental run cost | Savings vs full re-scrape | Monthly cost after baseline |
|---|---:|---:|---:|---:|
| 5% — stable niche query | $0.30 | $0.02 | $0.28 (93%) | $0.60 |
| 15% — moderate broad query | $0.30 | $0.05 | $0.26 (84%) | $1.50 |
| 30% — high-volume aggregator | $0.30 | $0.10 | $0.21 (69%) | $2.85 |

Full re-scrape monthly cost at the same cadence: $9.15. First month with incremental costs $0.89 / $1.75 / $3.06 for the 5% / 15% / 30% scenarios because the first run builds baseline state at full cost before incremental savings apply.

Platform usage (compute and proxies) is billed separately by Apify based on actual consumption. Incremental runs consume less on result processing, though fixed per-run overhead stays the same.

### FAQ

#### How many results can I get from Milanuncios?

The number of results depends on the search query and available vehicles on Milanuncios. Use the `maxResults` parameter to control how many results are returned per run.

#### Does Milanuncios support recurring monitoring?

Yes. Enable incremental mode to only receive new or changed vehicles on subsequent runs. This is ideal for scheduled monitoring where you want to track changes over time without re-processing the full dataset.

#### Can I integrate Milanuncios with other apps?

Yes. Milanuncios works with Apify's [integrations](https://apify.com/integrations?fpr=1h3gvi) to connect with tools like Zapier, Make, Google Sheets, Slack, and more. You can also use webhooks to trigger actions when a run completes.

#### Can I use Milanuncios with the Apify API?

Yes. You can start runs, manage inputs, and retrieve results programmatically through the [Apify API](https://docs.apify.com/api/v2). Client libraries are available for JavaScript, Python, and other languages.

#### Can I use Milanuncios through an MCP Server?

Yes. Apify provides an [MCP Server](https://apify.com/apify/actors-mcp-server?fpr=1h3gvi) that lets AI assistants and agents call this actor directly. Use compact mode, `descriptionMaxLength`, a single `descriptionFormat`, and `excludeEmptyFields` to keep payloads manageable for LLM context windows.

#### Is it legal to scrape Milanuncios?

This actor extracts publicly available data from Milanuncios. Web scraping of public information is generally considered legal, but you should always review the target site's terms of service and ensure your use case complies with applicable laws and regulations, including GDPR where relevant.

#### Your feedback

If you have questions, need a feature, or found a bug, please [open an issue](https://apify.com/blackfalcondata/milanuncios-scraper/issues?fpr=1h3gvi) on the actor's page in Apify Console. Your feedback helps us improve.

### You might also like

- [🚗 mobile.de \[$0.6/1K💰\] Fast Scraper · Finance · Dealer GPS](https://apify.com/blackfalcondata/mobile-de-scraper?fpr=1h3gvi) — Scrape mobile.de — Germany's largest car marketplace (1.4M+ listings) at $0.6 / 1,000 results. Get.
- [AutoScout24 \[Just 💰$0.8\] — European Cars + Dealer Data](https://apify.com/blackfalcondata/autoscout24-scraper?fpr=1h3gvi) — 💰 $0.8 per 1,000 cars. Scrape autoscout24.com — Europe's largest used-car marketplace covering.
- [Autotrader AU \[$0.9💰\] Car & Caravan Scraper 🇦🇺](https://apify.com/blackfalcondata/autotrader-au-scraper?fpr=1h3gvi) — Scrape autotrader.com.au car & caravan listings — advertised + previous price with a computed.
- [AutoTrader Canada — used car listings](https://apify.com/blackfalcondata/autotrader-ca-scraper?fpr=1h3gvi) — Scrape autotrader.ca — filter by make model year & price · full vehicle specs with listing photos ·.
- [Autotrader UK \[$0.75💰/1K\] - Car Scraper, Full Detail](https://apify.com/blackfalcondata/autotrader-uk-scraper?fpr=1h3gvi) — Scrape UK car listings from Auto Trader by make, model, price, year, mileage, fuel, and body type..
- [Bilbasen — Denmark's Car Marketplace](https://apify.com/blackfalcondata/bilbasen-scraper?fpr=1h3gvi) — Scrape bilbasen.dk — Denmark's largest car marketplace with full vehicle specs · seller contacts ·.
- [Coches.net \[Just 💰$3\] — Used Cars in Spain](https://apify.com/blackfalcondata/coches-scraper?fpr=1h3gvi) — 💰 $3 per 1,000 listings. Scrape coches.net — Spain's largest vehicle marketplace for cars · vans ·.
- [DBA \[Just 💰$2\] — Denmark's Largest Marketplace](https://apify.com/blackfalcondata/dba-listings-scraper?fpr=1h3gvi) — 💰 $2 per 1,000 listings. Scrape dba.dk — Denmark's largest classifieds platform covering.

### Getting started with Apify

New to Apify? [Create a free account with $5 credit](https://console.apify.com/sign-up?fpr=1h3gvi\&fp_sid=ctarich) — no credit card required.

1. Sign up — $5 platform credit included
2. Open this actor and configure your input
3. Click **Start** — export results as JSON, CSV, or Excel

Need more later? [See Apify pricing](https://apify.com/pricing?fpr=1h3gvi).

### Disclaimer

This actor accesses only publicly available data on milanuncios.com. You are responsible for how you use the extracted data — in particular any personal information such as names, phone numbers, or email addresses — and for complying with Milanuncios's terms of use, applicable data-protection law (including the GDPR where it applies), and the anti-spam rules of your jurisdiction.

This actor is not affiliated with, endorsed by, or connected to Milanuncios.

### Search keywords

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# Actor input Schema

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

Optional. Paste one or more Milanuncios search/results page URLs (the page you see after applying filters on the site). Their filters — brand, price, year, fuel, gearbox, province, free-text words — are read from the URL and combined with the filters below. Single-car listing URLs are skipped (paste a search page, not one ad).

## `make` (type: `array`):

Car brand(s) to scrape, e.g. "BMW", "Mercedes-Benz", "Toyota". Leave empty to scrape all brands. Add several to combine brands.

## `region` (type: `array`):

Autonomous community/region to limit results to, e.g. "Madrid", "Cataluña", "Andalucía". Leave empty for all of Spain. Add several to combine regions.

## `province` (type: `array`):

Province to limit results to, e.g. "Barcelona", "Valencia", "Sevilla". More specific than region. Add several to combine provinces.

## `priceMin` (type: `integer`):

Only return cars priced at or above this amount, in euros.

## `priceMax` (type: `integer`):

Only return cars priced at or below this amount, in euros.

## `yearMin` (type: `integer`):

Only return cars from this model year or newer.

## `yearMax` (type: `integer`):

Only return cars from this model year or older.

## `kmMin` (type: `integer`):

Only return cars with at least this many kilometres.

## `kmMax` (type: `integer`):

Only return cars with at most this many kilometres.

## `fuelType` (type: `array`):

Limit results to one or more fuel types.

## `transmission` (type: `string`):

Limit results to a single gearbox type.

## `includeKeywords` (type: `array`):

Keep only listings whose title or description contains at least one of these words/phrases (case- and accent-insensitive). Use to narrow by model or feature the marketplace has no structured filter for, e.g. "coupé", "cuero", "techo solar". Several entries act as OR.

## `excludeKeywords` (type: `array`):

Drop listings whose title or description contains any of these words/phrases (case- and accent-insensitive), e.g. "accidentado", "para piezas", "importación". Applied after Include Keywords.

## `maxResults` (type: `integer`):

Maximum number of car listings to return per run (1–5,000). For larger catalogs, narrow the filters and run several focused searches.

## `compact` (type: `boolean`):

Return a small set of core fields only (brand, year, mileage, price, location, URL) — ideal for AI-agent / MCP workflows.

## `includeDetails` (type: `boolean`):

Enrich each listing with extra seller info: map coordinates, postal code, account age, email-verified status, the seller's total number of active listings, and whether the car is reserved. Slower (extra lookups); off by default.

## `descriptionMaxLength` (type: `integer`):

Truncate each listing description to this many characters. 0 = no truncation.

## `descriptionFormat` (type: `string`):

Pick a single description representation. `all` keeps every variant; `text` / `html` / `markdown` drop the others.

## `excludeEmptyFields` (type: `boolean`):

Drop null, empty-string, and empty-array fields from each record before push. Smaller payloads for AI agents and dashboards.

## `incrementalMode` (type: `boolean`):

Compare against the previous run and tag each listing as NEW, UPDATED, UNCHANGED or EXPIRED. State is keyed automatically by your filters, so different searches never share state.

## `stateKey` (type: `string`):

Optional. Stable identifier for the tracked search. Leave empty to auto-generate from your filters.

## `skipReposts` (type: `boolean`):

When incremental, skip listings whose content matches a car that expired in a prior run (the same car relisted under a new ad).

## `emitUnchanged` (type: `boolean`):

When Incremental Mode is on, also output listings that are unchanged since the previous run (tagged UNCHANGED). Off by default — only new/updated/expired records are emitted.

## `emitExpired` (type: `boolean`):

When Incremental Mode is on, also output listings that disappeared since the previous run (tagged EXPIRED). Off by default.

## `telegramToken` (type: `string`):

Telegram bot token (from @BotFather). Required for Telegram notifications.

## `telegramChatId` (type: `string`):

Telegram chat or channel ID (e.g. "-100123456789"). Required when telegramToken is set.

## `discordWebhookUrl` (type: `string`):

Discord incoming webhook URL. Server Settings → Integrations → Webhooks → New Webhook.

## `slackWebhookUrl` (type: `string`):

Slack incoming webhook URL. api.slack.com/messaging/webhooks.

## `notificationLimit` (type: `integer`):

Maximum number of listings included in each notification message (1–20).

## `notifyOnlyChanges` (type: `boolean`):

When Incremental Mode is on, only send notifications for NEW and UPDATED listings. Has no effect outside incremental mode.

## `whatsappAccessToken` (type: `string`):

WhatsApp Cloud API permanent access token (System User token from Meta Business). Recipient must have messaged the business number within the last 24h (service-conversation window — free since Nov 2024).

## `whatsappPhoneNumberId` (type: `string`):

Your WhatsApp Business phone-number ID (numeric, from Meta dashboard). Required when whatsappAccessToken is set.

## `whatsappTo` (type: `string`):

Recipient phone in E.164 format without + (e.g. "436641234567"). Recipient must have messaged your business number within last 24h.

## `webhookUrl` (type: `string`):

Receives a JSON POST with {metadata, items} after each run. Universal escape hatch for n8n / Make / Zapier / custom backends.

## `webhookHeaders` (type: `object`):

Optional JSON object of custom headers (e.g. {"Authorization":"Bearer ..."}).

## `appConnector` (type: `string`):

Optional. Pick a connected app under Settings → API & Integrations to receive your results (including any contact details). Best-effort across MCP connectors as Apify expands its catalog.

## `mcpIssueTeam` (type: `string`):

Only when the connected app is an issue tracker: the team (name or ID) the summary issue is created under, if that app requires one.

## `cityName` (type: `string`):

City name (e.g. "Paris", "Lyon"). Resolved to the nearest known city.

## `query` (type: `string`):

Listing search keywords. Enter a single term or a JSON array for multi-query runs.

## Actor input object example

```json
{
  "make": [
    "BMW"
  ],
  "transmission": "",
  "maxResults": 5,
  "compact": false,
  "includeDetails": false,
  "descriptionMaxLength": 0,
  "descriptionFormat": "all",
  "excludeEmptyFields": false,
  "incrementalMode": false,
  "skipReposts": false,
  "emitUnchanged": false,
  "emitExpired": false,
  "notificationLimit": 5,
  "notifyOnlyChanges": false
}
```

# Actor output Schema

## `results` (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 = {
    "make": [
        "BMW"
    ],
    "maxResults": 5,
    "includeDetails": false,
    "excludeEmptyFields": false
};

// Run the Actor and wait for it to finish
const run = await client.actor("blackfalcondata/milanuncios-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 = {
    "make": ["BMW"],
    "maxResults": 5,
    "includeDetails": False,
    "excludeEmptyFields": False,
}

# Run the Actor and wait for it to finish
run = client.actor("blackfalcondata/milanuncios-scraper").call(run_input=run_input)

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

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

```

## CLI example

```bash
echo '{
  "make": [
    "BMW"
  ],
  "maxResults": 5,
  "includeDetails": false,
  "excludeEmptyFields": false
}' |
apify call blackfalcondata/milanuncios-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=blackfalcondata/milanuncios-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/60N6usiU5rcXmT3aG/builds/EzeksbOQxkfC4zlKn/openapi.json