# ImmoScout24 Scraper 💰 $1.00/1K — Germany & Switzerland (`blackfalcondata/immoscout24-scraper`) Actor

Scrape ImmoScout24 listings across Germany and Switzerland — apartments and houses, for sale or rent, with price, living area, rooms, images, coordinates and descriptions. Adds the German cold/warm rent breakdown, agent contacts, and incremental monitoring for new listings.

- **URL**: https://apify.com/blackfalcondata/immoscout24-scraper.md
- **Developed by:** [Black Falcon Data](https://apify.com/blackfalcondata) (community)
- **Categories:** Real estate, Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.00 / 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 a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use 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 ImmoScout24 Scraper do?

ImmoScout24 Scraper extracts structured property listings across two markets from one actor: Germany via `www.immobilienscout24.de` and Switzerland via `www.immoscout24.ch`. Set `country` to `DE` or `CH`, search apartments or houses for sale or rent (or both at once), paste any ImmoScout24 URL directly, or pin a city with structured price / area / room / construction-year / feature filters and a search radius. Each result lands as a clean record with price, the full German rent breakdown, living space, room count, postal code, region, coordinates, images, and a description (plain / HTML / markdown) — ready for rate-tracking dashboards, CRM enrichment, market-comparison reports, or AI agents.

Swiss listings are especially rich: **multilingual** title and description (German, French, Italian, English, each flagged for machine translation), the **lister and lead contact** (agency/legal name, logo, profile URL, inquiry email/phone where published), Swiss federal **building-register IDs** (EGID/EGRID), and cross-platform reference IDs. Optional detail enrichment, incremental mode (track NEW / UPDATED / EXPIRED listings between runs), and notifications to Telegram, Discord, Slack, WhatsApp, or any webhook (n8n / Make / Zapier) round it out.

### 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

<!-- KEY_FEATURES:START -->
- **🌎 2-market coverage** — one actor, both markets — Germany (`www.immobilienscout24.de`) and Switzerland (`www.immoscout24.ch`) via `country: DE|CH`. Swiss listings add multilingual text (de/fr/it/en) and building-register IDs (EGID/EGRID).
- **♻️ Incremental mode** — daily runs emit only listings that are new or whose price/condition changed since last run. Perfect for inventory-diff dashboards and competitive pricing alerts. Saves 80–95% on recurring monitoring.
- **💵 Structured pricing** — full German rent breakdown, not just the headline figure: cold rent (Kaltmiete), warm rent (Warmmiete), service charge (Nebenkosten) and heating costs (Heizkosten) as separate fields, plus a derived price per m². Sale listings carry the purchase price and €/m². Filter with `priceMin` / `priceMax`, `areaMin` / `areaMax`, `constructionYearMin/Max`, rooms, features and search radius.
- **📧 Email + phone extraction** — swiss listings expose the lister and lead contact — agency name, logo, and the inquiry email/phone where published.
- **🔔 Notifications** — telegram / Slack / Discord / WhatsApp / webhook alerts on each run. Combine with incremental to ping only when prices or inventory actually move.
- **🔗 Paste-mode** — paste any immobilienscout24.de URL — single-listing pages, search-results, or category SEO URLs. Build the filter you want in the browser, copy, paste; the actor parses every query param.
- **📝 Description format selection** — pick a single description representation — `text`, `html`, or `markdown` — and the unused variants are dropped from each record. Halves payload size when your pipeline only consumes one format.
- **📦 Compact mode** — light payload with core fields only — comparable rows across listings without HTML or metadata overhead. Perfect for pricing dashboards.
- **🧹 Empty-field stripping** — drop null, empty-string, and empty-array fields from each record before push. Smaller payloads for AI agents and dashboards that already handle missing fields gracefully.
- **🔌 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.
<!-- KEY_FEATURES:END -->

### What data can you extract from immobilienscout24.de?

Each record describes one ImmoScout24 listing as flat, typed fields. Identity: `listingId`, `exposeId`, `title`, `propertyType`, `marketingType`, `realtorName`. Price: `price`, `currency`, `pricePeriod`, plus the German rent breakdown `baseRent` (Kaltmiete), `totalRent` (Warmmiete), `serviceCharge` (Nebenkosten) and `heatingCosts` (Heizkosten), with a derived `pricePerSqm`. Attributes: `livingSpace`, `plotArea`, `numberOfRooms`, `numberOfBathrooms`, `floor`, `yearBuilt`, `condition`, `interiorQuality`, `isNewBuilding`, `amenities`. Location: `address`, `postalCode`, `city`, `region`/`canton`, `country`, `latitude`, `longitude` (with `coordinatesApproximate` — German coordinates are a postcode-area centroid, Swiss are exact). Description comes as `description` (plain), `descriptionHtml`, and `descriptionMarkdown` — keep all or pick one via `descriptionFormat`.

Switzerland (`country: CH`) adds `localizations` (de/fr/it/en title + description with an `isMachineTranslated` flag), lister/lead fields (`listerLegalName`, `listerLogoUrl`, `agentEmail`, `agentPhone`), Swiss register IDs (`bfsEgid`, `bfsEgrid`), `externalIds`, `images[]`, and `createdAt`/`updatedAt`.

Provenance includes `sourceUrl`, `canonicalUrl`, `sourceDomain`, and `contentHash`; incremental mode adds `changeType`, `firstSeenAt`, `lastSeenAt`, `expiredAt`. Fields populate only when ImmoScout24 publishes them — `null` is normal. Use `excludeEmptyFields` or `compact` to slim rows for AI pipelines.


### Input

The main inputs are an optional location filter and a result limit. Additional filters and options are available in the input schema.

Key parameters:

- **`country`** — ImmoScout24 market to scrape: Germany (`DE`, immobilienscout24.de) or Switzerland (`CH`, immoscout24.ch). Switzerland returns multilingual listings (de/fr/it/en), agent contacts, and Swiss building-register IDs. (default: `"DE"`)
- **`location`** — Optional ImmoScout24 location slug or path segment. Example: berlin or berlin/charlottenburg. Leave empty in sitemap-detail mode to crawl the latest listings nationwide.
- **`language`** — Preferred language for Swiss listing text and search slugs (de/fr/it/en). Switzerland only; ignored for Germany. (default: `"de"`)
- **`propertyType`** — Which property family to search. (default: `"apartment"`)
- **`marketingType`** — Whether to search properties for sale or rent. (default: `"buy"`)
- **`priceMin`** — Minimum price filter. Applied to Switzerland searches and Germany search URLs (Fast/Reliable modes); the default Germany sitemap mode filters by property/marketing type only.
- **`priceMax`** — Maximum price filter. See Min Price for where filters apply.
- **`roomsMin`** — Minimum number of rooms.
- **`areaMin`** — Minimum living area in square metres.
- **`constructionYearMin`** — Only include properties built in or after this year (Germany).
- **`sort`** — Order of results returned by the source (Germany). 'Newest first' pairs well with Incremental Mode for monitoring fresh listings.
- **`features`** — Only include listings that have ALL of these features (Germany). Supported tokens: balcony, builtinkitchen, garden, cellar, lift, parking, handicappedaccessible, guesttoilet.
- **`radiusKm`** — Search within this many kilometres of the location centre. Towns outside the built-in German city list are always searched by radius around their geocoded centre. Also applied to Switzerland.
- **`startUrls`** — Direct ImmoScout24 search URLs. Overrides the generated search path when provided.
- **`maxResults`** — Maximum total listings to return. This is the primary cost control — Apify charges per emitted record. Use this to cap your run cost regardless of how many listings the source has. (default: `25`)
- **`includeDetails`** — Fetch expose detail pages for description and additional property fields. (default: `true`)
- **`incrementalMode`** — Track listings across runs in a persisted state store. Each run classifies listings as NEW / UPDATED / UNCHANGED / EXPIRED and, by default, emits only NEW + UPDATED + REAPPEARED — ideal for monitoring a search for fresh listings. Adds `changeType`, `firstSeenAt`, `lastSeenAt` and `expiredAt` to each record. (default: `false`)
- **`descriptionFormat`** — Pick a single description representation. `all` keeps every variant; `text` / `html` / `markdown` drop the others. (default: `"all"`)
- **`compact`** — Return only the core listing fields. (default: `false`)
- ...and 31 more parameters

### Input examples

**Berlin rentals — newest first, with balcony** — Pin a city, sort by newest, and require features. German searches need no credentials.

→ Newest Berlin rental apartments with a balcony, each enriched with the full description, the Kaltmiete/Warmmiete rent breakdown, and the agent contact where published.

```json
{
  "location": "Berlin",
  "propertyType": "apartment",
  "marketingType": "rent",
  "sort": "newest",
  "features": [
    "balcony"
  ],
  "maxResults": 50,
  "includeDetails": true
}
````

**Monitor a search for new listings (incremental)** — Re-run on a schedule with a fixed `stateKey`; only listings that are new or changed since the last run are emitted and billed.

→ First run builds the baseline. Later runs emit only NEW / UPDATED / REAPPEARED listings, with `changeType`, `firstSeenAt` and `lastSeenAt`. Set `emitUnchanged: true` to include the rest.

```json
{
  "location": "München",
  "propertyType": "apartment",
  "marketingType": "rent",
  "sort": "newest",
  "incrementalMode": true,
  "stateKey": "munich-rentals",
  "maxResults": 200
}
```

**Buy and rent, apartments and houses, within 25 km** — Search both marketing types and both property families in one run, and widen past a city centre with a radius. Any German town works — towns outside the built-in list are geocoded automatically.

→ Apartments and houses, for sale and to rent, within 25 km of Leipzig, capped at €600,000.

```json
{
  "location": "Leipzig",
  "propertyType": "apartment_and_house",
  "marketingType": "buy_and_rent",
  "radiusKm": 25,
  "priceMax": 600000,
  "maxResults": 50,
  "includeDetails": true
}
```

**Switzerland — Zürich rentals with lead contacts** — Set country to CH for multilingual text, agent contacts, and register IDs.

→ Zürich rentals with de/fr/it/en text, lead contact where published, EGID/EGRID, images.

```json
{
  "country": "CH",
  "location": "Zürich",
  "marketingType": "rent",
  "language": "de",
  "roomsMin": 3,
  "priceMax": 3500,
  "maxResults": 50
}
```

**Compact output for AI / agent pipelines** — Trim each row to the core listing fields and truncate descriptions — designed for LLM context windows and MCP tools.

→ Token-light records with description capped at 400 characters and empty fields stripped.

```json
{
  "location": "Berlin",
  "propertyType": "apartment",
  "marketingType": "rent",
  "maxResults": 50,
  "includeDetails": true,
  "compact": true,
  "descriptionMaxLength": 400,
  "descriptionFormat": "text",
  "excludeEmptyFields": true
}
```

**Paste any ImmoScout24 URL** — Build the search in your browser, copy the URL, and paste it here — your own filters are carried over.

→ All listings matching the pasted search URL; pagination is followed up to `maxPages`.

```json
{
  "startUrls": [
    "https://www.immobilienscout24.de/Suche/de/berlin/wohnung-mieten"
  ],
  "maxResults": 200,
  "maxPages": 10,
  "includeDetails": true
}
```

### Output

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

### Example property record

```json
{
  "listingId": "1ce13d5e8a02059d6bc660c22178be9f9891497039e6424ddb6ae1793552252a",
  "exposeId": "168669861",
  "title": "Möblierte Studio Plus Wohnungen mit Gemeinschaftsflächen: Padelplatz, Fitness, Dachterrasse & mehr",
  "propertyType": "apartment",
  "marketingType": "rent",
  "realtorName": "Momento Berlin",
  "price": 1090,
  "currency": "EUR",
  "purchasePriceRange": null,
  "livingSpace": 25,
  "plotArea": null,
  "numberOfRooms": 1,
  "yearBuilt": 2026,
  "heatingType": null,
  "address": "12359 Berlin, Britz",
  "postalCode": "12359",
  "city": "Berlin",
  "region": "Berlin",
  "country": "DE",
  "description": "*Die aufgeführten Mieten stellen die jeweiligen Mindestmieten dar. Stromkosten sind nicht in den Betriebskosten enthalten und werden vom Mieter eigenständig beauftragt und abgerechnet.\n\nMomento Berlin...",
  "descriptionHtml": null,
  "descriptionMarkdown": null,
  "descriptionLength": 2923,
  "tags": [],
  "sourceUrl": "https://www.immobilienscout24.de/expose/168669861",
  "canonicalUrl": "https://www.immobilienscout24.de/expose/168669861",
  "searchUrl": "Berlin",
  "searchLocation": "Berlin",
  "sourceDomain": "www.immobilienscout24.de",
  "isSponsored": true,
  "detailFetched": true,
  "contentQuality": "full",
  "fetchedAt": "2026-06-19T09:17:02.344Z",
  "contentHash": "07de63ee3cdf829999d1756fab13c399bf37ae0158a7826f0ec18d6f26cbf450",
  "isRepost": false,
  "repostOfId": null,
  "repostDetectedAt": null,
  "latitude": 52.45263,
  "longitude": 13.43867,
  "coordinatesApproximate": true,
  "numberOfBathrooms": 1,
  "baseRent": 1090,
  "totalRent": 1249,
  "serviceCharge": 84,
  "heatingCosts": 75,
  "pricePerSqm": 43.6,
  "condition": "first_time_use",
  "interiorQuality": "sophisticated",
  "isNewBuilding": true,
  "externalIds": {
    "objectnumber": "Studio Plus Wohnungen",
    "scoutId": "168669861"
  },
  "listerLogoUrl": "https://pictures.immobilienscout24.de/usercontent/62320584-291e-4b14-aac4-4970fabf27be.PNG/ORIG/resize/%WIDTH%x%HEIGHT%%3E/format/webp/quality/80",
  "listerProfileUrl": "https://www.immobilienscout24.de/anbieter/momento-berlin/a9298ed300f3907707bc200",
  "listerAddress": "Buschkrugallee 64\n12359 Berlin",
  "agentFirstName": "Beata",
  "agentLastName": "Sanders",
  "agentEmail": "berlin@momentoliving.com",
  "agentPhone": "+49 30 26475183",
  "amenities": {
    "hasBalcony": true,
    "hasElevator": true,
    "hasFittedKitchen": true,
    "hasCellar": false,
    "hasGarden": false,
    "petsAllowed": true,
    "isBarrierFree": false
  },
  "images": [
    "https://pictures.immobilienscout24.de/listings/0f812366-804a-49eb-9164-482792892259-2045045697.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/a448f880-2953-4c48-b690-4c77637a3c4f-2045045727.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/cc8edca3-a927-4873-8db7-83c08f55cc2b-2045045721.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/25848c10-cd2f-4887-af30-5c1d6e152f79-2045045692.jpeg/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/75cae9e5-e039-4a00-8f8c-0396ad291877-2045045696.jpeg/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/95cecd54-2f36-4e37-b5c1-3e052dc5a78a-2045045701.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/9bc58040-e59c-4a66-9ad0-8d00f91baf83-2045045722.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/f460fe19-44dd-4ce4-ba8e-48cb87124c2f-2045045716.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/02c84ebb-d8a2-454c-998e-6102895d77e1-2045045707.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/caa68b92-89db-4c48-aea4-21c0dd80ff43-2045045709.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/1bcc44fd-9692-470f-9094-2075e23d3184-2045045723.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/b8dec9c3-c144-4f2d-85ef-a5b8f46084ad-2045045706.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/fc9a02ea-e42a-4692-97f6-d9f4e132b00e-2045045725.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/2e48853c-4cfa-4a0c-a05d-d51478ff6f92-2045045717.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/bedfcc2a-cf6f-4318-826b-21a899b35a7e-2045045728.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/a7dc7794-848f-44b8-ac3b-684b95f791f8-2045045718.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/0d55ca44-f2b6-463d-b692-552c48bbe92a-2045045710.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/9e785e38-3416-4ddc-b6a1-c89eed3f2a19-2045045719.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/6793af28-2b3a-4fb3-83a9-4572c2666c74-2045045726.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/c88df5e5-44fa-4137-8802-d29a75f02ffe-2045045724.png/ORIG/resize/1500x1000/format/webp/quality/80",
    "https://pictures.immobilienscout24.de/listings/d5777b03-f8a7-484b-8a5a-b273b47e11fc-2045045730.png/ORIG/resize/1500x1000/format/webp/quality/80"
  ]
}
```

### 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 immobilienscout24.de

1. Go to [ImmoScout24 Scraper](https://apify.com/blackfalcondata/immoscout24-scraper?fpr=1h3gvi) in Apify Console.
2. Configure the input and optional location filter.
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

- Rental market tracking — sweep Berlin, Munich, Hamburg, or any German city on a schedule and feed structured price / rent-breakdown / living-space / room-count data into a time-series database for monthly rent-trend reports.
- Comparable-listing dashboards — pull every active apartment in a postal code and build neighbourhood-level price-per-square-metre comparables for valuation work.
- CRM enrichment — feed realtor names and listing references into your sales pipeline so leads arrive with property context already attached.
- Buy-side market intel — monitor new houses-for-sale across a German state, filter on price, living-space and construction-year ranges, and surface fresh opportunities the moment ImmoScout24 publishes them.
- AI / RAG pipelines — pipe listing descriptions (text, HTML, or markdown) into LLMs for property summarisation, amenity extraction, or agent-driven analysis. Use compact mode + description truncation to keep token usage predictable.
- Telegram / Discord / Slack alerting — get a notification on every run with the first N listings inline, so you can react before the rest of the market sees the listing on the website.
- Swiss lead generation — scrape immoscout24.ch with `country: CH` to capture the lister and inquiry contact (email / phone where published) alongside multilingual descriptions, then route fresh leads into a CRM with incremental mode + notifications.
- Cross-border DACH market intel — run the same query shape against Germany and Switzerland and union the two feeds (shared schema) for region-level price-per-square-metre comparisons.

### How much does it cost to scrape immobilienscout24.de?

ImmoScout24 Scraper 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:** $0.01 per run
- **Per result:** $0.001 per property record

Example costs:

- 10 results: **$0.02**
- 25 results: **$0.035**
- 100 results: **$0.11**
- 200 results: **$0.21**
- 500 results: **$0.51**

#### Example: recurring monitoring savings

These examples compare full re-scrapes with incremental runs at different churn rates. Churn is the share of listings 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: 100 results per run, daily polling (30 runs/month). Event-pricing examples scale linearly with result count.

| Churn rate | Full re-scrape run cost | Incremental run cost | Savings vs full re-scrape | Monthly cost after baseline |
|---|---:|---:|---:|---:|
| 5% — stable niche query | $0.11 | $0.01 | $0.10 (86%) | $0.45 |
| 15% — moderate broad query | $0.11 | $0.03 | $0.08 (77%) | $0.75 |
| 30% — high-volume aggregator | $0.11 | $0.04 | $0.07 (64%) | $1.20 |

Full re-scrape monthly cost at daily polling: $3.30. First month with incremental costs $0.55 / $0.84 / $1.27 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 immobilienscout24.de?

The number of results depends on the search query and available listings on immobilienscout24.de. Use the `maxResults` parameter to control how many results are returned per run.

#### Does ImmoScout24 Scraper support recurring monitoring?

Yes. Enable incremental mode to only receive new or changed listings 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 ImmoScout24 Scraper with other apps?

Yes. ImmoScout24 Scraper 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 ImmoScout24 Scraper 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 ImmoScout24 Scraper 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 immobilienscout24.de?

This actor extracts publicly available data from immobilienscout24.de. 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/immoscout24-scraper/issues?fpr=1h3gvi) on the actor's page in Apify Console. Your feedback helps us improve.

### You might also like

- [Idealista Scraper — Spain, Portugal & Italy](https://apify.com/blackfalcondata/idealista-scraper?fpr=1h3gvi) — Scrape idealista.com / .pt / .it property listings with prices, photos, GPS, agent phone numbers.
- [Immowelt Scraper — German Real Estate Listings](https://apify.com/blackfalcondata/immowelt-scraper?fpr=1h3gvi) — Scrape immowelt.de — one of Germany's largest residential property portals — and pull every active.
- [Metrocuadrado Scraper — Colombia Real Estate Listings](https://apify.com/blackfalcondata/metrocuadrado-scraper?fpr=1h3gvi) — Scrape Metrocuadrado property listings across Colombia with full pricing, price-per-m², area,.
- [Immowelt Scraper - Germany Property Listings](https://apify.com/blackfalcondata/immowelt-scraper?fpr=1h3gvi) — Complement ImmoScout24 with the second-largest German real-estate marketplace; same schema vocabulary so dashboards can union the two feeds.

### 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).

# Actor input Schema

## `location` (type: `string`):

Optional ImmoScout24 location slug or path segment. Example: berlin or berlin/charlottenburg. Leave empty in sitemap-detail mode to crawl the latest listings nationwide.

## `propertyType` (type: `string`):

Which property family to search.

## `marketingType` (type: `string`):

Whether to search properties for sale or rent.

## `transport` (type: `string`):

Select how German (DE) listings are retrieved. Auto is recommended for most users and needs no extra credentials. Switzerland (CH) always uses its own mode automatically.

## `is24ConsumerKey` (type: `string`):

IS24 Partner API consumer key. Required only when Partner API mode is selected.

## `is24ConsumerSecret` (type: `string`):

IS24 Partner API consumer secret. Required only when Partner API mode is selected.

## `is24Geocode` (type: `string`):

IS24 geocode ID to search (e.g. 1276003001001 for Berlin). If omitted, resolved automatically from location.

## `country` (type: `string`):

ImmoScout24 market to scrape: Germany (`DE`, immobilienscout24.de) or Switzerland (`CH`, immoscout24.ch). Switzerland returns multilingual listings (de/fr/it/en), agent contacts, and Swiss building-register IDs.

## `language` (type: `string`):

Preferred language for Swiss listing text and search slugs (de/fr/it/en). Switzerland only; ignored for Germany.

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

Direct ImmoScout24 search URLs. Overrides the generated search path when provided.

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

Maximum total listings to return. This is the primary cost control — Apify charges per emitted record. Use this to cap your run cost regardless of how many listings the source has.

## `maxPages` (type: `integer`):

Maximum number of search pages or sitemap pages to inspect per source. Defensive safety bound — `maxResults` is the primary record cap.

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

Minimum price filter. Applied to Switzerland searches and Germany search URLs (Fast/Reliable modes); the default Germany sitemap mode filters by property/marketing type only.

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

Maximum price filter. See Min Price for where filters apply.

## `areaMin` (type: `integer`):

Minimum living area in square metres.

## `areaMax` (type: `integer`):

Maximum living area in square metres.

## `roomsMin` (type: `integer`):

Minimum number of rooms.

## `roomsMax` (type: `integer`):

Maximum number of rooms.

## `radiusKm` (type: `integer`):

Search within this many kilometres of the location centre. Towns outside the built-in German city list are always searched by radius around their geocoded centre. Also applied to Switzerland.

## `constructionYearMin` (type: `integer`):

Only include properties built in or after this year (Germany).

## `constructionYearMax` (type: `integer`):

Only include properties built in or before this year (Germany).

## `sort` (type: `string`):

Order of results returned by the source (Germany). 'Newest first' pairs well with Incremental Mode for monitoring fresh listings.

## `features` (type: `array`):

Only include listings that have ALL of these features (Germany). Supported tokens: balcony, builtinkitchen, garden, cellar, lift, parking, handicappedaccessible, guesttoilet.

## `excludeFeatures` (type: `array`):

Exclude listings of these kinds (Germany). Supported tokens: swapflat (Tauschwohnung), projectlisting (new-build project umbrella ads).

## `browserStartPage` (type: `integer`):

First result page to request. Default is 2 for Reliable mode.

## `browserWarmupWaitMs` (type: `integer`):

How long to wait on the homepage before listing requests in Reliable mode.

## `browserCountryCode` (type: `string`):

Region for Reliable mode. DE is currently the verified working option.

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

Fetch expose detail pages for description and additional property fields.

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

Truncate description to this many characters. 0 keeps the full description.

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

Return only the core listing fields.

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

Track listings across runs in a persisted state store. Each run classifies listings as NEW / UPDATED / UNCHANGED / EXPIRED and, by default, emits only NEW + UPDATED + REAPPEARED — ideal for monitoring a search for fresh listings. Adds `changeType`, `firstSeenAt`, `lastSeenAt` and `expiredAt` to each record.

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

Optional name for the incremental state bucket. Use distinct keys to track several independent searches; leave empty to derive one automatically from the search parameters.

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

When Incremental Mode is on, also emit UNCHANGED listings. Off by default, so unchanged listings are skipped (and not billed).

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

When Incremental Mode is on, also emit a record for listings that disappeared since the last run (changeType=EXPIRED).

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

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

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

Telegram chat or channel ID where alerts are sent (e.g. "-100123456789" for a private group, or "@yourchannel").

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

Discord incoming webhook URL. Get one from Server Settings → Integrations → Webhooks.

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

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

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

WhatsApp Business phone number ID from Meta Business Manager (NOT the phone number itself — the numeric ID shown next to your business number). Free service-conversation messages within 24 hours of last user-initiated contact.

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

Meta Cloud API access token with `whatsapp_business_messaging` scope. Get a permanent token from a system user in Meta Business Manager.

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

Recipient phone in E.164 format (e.g. +4915123456789). Recipient must have messaged your business number within the last 24 hours — outside that window, free-form text is rejected by Meta.

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

Generic webhook URL that receives a JSON POST with the full listing payload + run metadata. Universal escape hatch for n8n / Make / Zapier / your own backend.

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

Optional headers (e.g. {"Authorization": "Bearer xyz"}) sent with the webhook POST.

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

Maximum number of listings included in each notification message (1–20). Excess listings are still in the dataset; notifications get a summary line.

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

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

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

When Incremental Mode is on, suppress listings detected as reposts of an already-seen listing (same content re-published under a new ID).

## `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.

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

Optional. Pick a connected app under Settings → API & Integrations to receive your results. Notion is supported today (a run-summary page); other MCP connectors are best-effort 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.

## Actor input object example

```json
{
  "location": "berlin",
  "propertyType": "apartment",
  "marketingType": "buy",
  "transport": "mobile-api",
  "country": "DE",
  "language": "de",
  "maxResults": 25,
  "maxPages": 5,
  "browserStartPage": 2,
  "browserWarmupWaitMs": 30000,
  "browserCountryCode": "DE",
  "includeDetails": true,
  "descriptionMaxLength": 0,
  "compact": false,
  "incrementalMode": false,
  "emitUnchanged": false,
  "emitExpired": false,
  "notificationLimit": 5,
  "notifyOnlyChanges": false,
  "skipReposts": false,
  "descriptionFormat": "all",
  "excludeEmptyFields": 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 = {
    "location": "berlin",
    "incrementalMode": false,
    "descriptionFormat": "all",
    "excludeEmptyFields": false
};

// Run the Actor and wait for it to finish
const run = await client.actor("blackfalcondata/immoscout24-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 = {
    "location": "berlin",
    "incrementalMode": False,
    "descriptionFormat": "all",
    "excludeEmptyFields": False,
}

# Run the Actor and wait for it to finish
run = client.actor("blackfalcondata/immoscout24-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 '{
  "location": "berlin",
  "incrementalMode": false,
  "descriptionFormat": "all",
  "excludeEmptyFields": false
}' |
apify call blackfalcondata/immoscout24-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=blackfalcondata/immoscout24-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "ImmoScout24 Scraper 💰 $1.00/1K — Germany & Switzerland",
        "description": "Scrape ImmoScout24 listings across Germany and Switzerland — apartments and houses, for sale or rent, with price, living area, rooms, images, coordinates and descriptions. Adds the German cold/warm rent breakdown, agent contacts, and incremental monitoring for new listings.",
        "version": "0.1",
        "x-build-id": "6rE7oFmpBmz1O0Ves"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/blackfalcondata~immoscout24-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-blackfalcondata-immoscout24-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/blackfalcondata~immoscout24-scraper/runs": {
            "post": {
                "operationId": "runs-sync-blackfalcondata-immoscout24-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/blackfalcondata~immoscout24-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-blackfalcondata-immoscout24-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "location": {
                        "title": "📍 Location",
                        "type": "string",
                        "description": "Optional ImmoScout24 location slug or path segment. Example: berlin or berlin/charlottenburg. Leave empty in sitemap-detail mode to crawl the latest listings nationwide."
                    },
                    "propertyType": {
                        "title": "Property Type",
                        "enum": [
                            "apartment",
                            "house",
                            "apartment_and_house"
                        ],
                        "type": "string",
                        "description": "Which property family to search.",
                        "default": "apartment"
                    },
                    "marketingType": {
                        "title": "Marketing Type",
                        "enum": [
                            "buy",
                            "rent",
                            "buy_and_rent"
                        ],
                        "type": "string",
                        "description": "Whether to search properties for sale or rent.",
                        "default": "buy"
                    },
                    "transport": {
                        "title": "Fetch Mode",
                        "enum": [
                            "mobile-api",
                            "sitemap-detail",
                            "enhanced-super",
                            "browser-first",
                            "partner-api"
                        ],
                        "type": "string",
                        "description": "Select how German (DE) listings are retrieved. Auto is recommended for most users and needs no extra credentials. Switzerland (CH) always uses its own mode automatically.",
                        "default": "mobile-api"
                    },
                    "is24ConsumerKey": {
                        "title": "IS24 Consumer Key",
                        "type": "string",
                        "description": "IS24 Partner API consumer key. Required only when Partner API mode is selected."
                    },
                    "is24ConsumerSecret": {
                        "title": "IS24 Consumer Secret",
                        "type": "string",
                        "description": "IS24 Partner API consumer secret. Required only when Partner API mode is selected."
                    },
                    "is24Geocode": {
                        "title": "IS24 Geocode",
                        "type": "string",
                        "description": "IS24 geocode ID to search (e.g. 1276003001001 for Berlin). If omitted, resolved automatically from location."
                    },
                    "country": {
                        "title": "🌍 Country",
                        "enum": [
                            "DE",
                            "CH"
                        ],
                        "type": "string",
                        "description": "ImmoScout24 market to scrape: Germany (`DE`, immobilienscout24.de) or Switzerland (`CH`, immoscout24.ch). Switzerland returns multilingual listings (de/fr/it/en), agent contacts, and Swiss building-register IDs.",
                        "default": "DE"
                    },
                    "language": {
                        "title": "🗣️ Language (Switzerland)",
                        "enum": [
                            "de",
                            "fr",
                            "it",
                            "en"
                        ],
                        "type": "string",
                        "description": "Preferred language for Swiss listing text and search slugs (de/fr/it/en). Switzerland only; ignored for Germany.",
                        "default": "de"
                    },
                    "startUrls": {
                        "title": "🔗 Start URLs",
                        "type": "array",
                        "description": "Direct ImmoScout24 search URLs. Overrides the generated search path when provided.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxResults": {
                        "title": "💯 Max Results",
                        "minimum": 0,
                        "maximum": 1000,
                        "type": "integer",
                        "description": "Maximum total listings to return. This is the primary cost control — Apify charges per emitted record. Use this to cap your run cost regardless of how many listings the source has.",
                        "default": 25
                    },
                    "maxPages": {
                        "title": "📄 Max Pages",
                        "minimum": 1,
                        "maximum": 50,
                        "type": "integer",
                        "description": "Maximum number of search pages or sitemap pages to inspect per source. Defensive safety bound — `maxResults` is the primary record cap.",
                        "default": 5
                    },
                    "priceMin": {
                        "title": "💰 Min Price",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Minimum price filter. Applied to Switzerland searches and Germany search URLs (Fast/Reliable modes); the default Germany sitemap mode filters by property/marketing type only."
                    },
                    "priceMax": {
                        "title": "💰 Max Price",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum price filter. See Min Price for where filters apply."
                    },
                    "areaMin": {
                        "title": "📐 Min Living Area (m²)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Minimum living area in square metres."
                    },
                    "areaMax": {
                        "title": "📐 Max Living Area (m²)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum living area in square metres."
                    },
                    "roomsMin": {
                        "title": "🚪 Min Rooms",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Minimum number of rooms."
                    },
                    "roomsMax": {
                        "title": "🚪 Max Rooms",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum number of rooms."
                    },
                    "radiusKm": {
                        "title": "📍 Search Radius (km)",
                        "minimum": 1,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Search within this many kilometres of the location centre. Towns outside the built-in German city list are always searched by radius around their geocoded centre. Also applied to Switzerland."
                    },
                    "constructionYearMin": {
                        "title": "🏗️ Min Construction Year",
                        "minimum": 1850,
                        "maximum": 2035,
                        "type": "integer",
                        "description": "Only include properties built in or after this year (Germany)."
                    },
                    "constructionYearMax": {
                        "title": "🏗️ Max Construction Year",
                        "minimum": 1850,
                        "maximum": 2035,
                        "type": "integer",
                        "description": "Only include properties built in or before this year (Germany)."
                    },
                    "sort": {
                        "title": "↕️ Sort Order",
                        "enum": [
                            "relevance",
                            "newest",
                            "price_asc",
                            "price_desc",
                            "area_asc",
                            "area_desc"
                        ],
                        "type": "string",
                        "description": "Order of results returned by the source (Germany). 'Newest first' pairs well with Incremental Mode for monitoring fresh listings."
                    },
                    "features": {
                        "title": "✨ Required Features",
                        "type": "array",
                        "description": "Only include listings that have ALL of these features (Germany). Supported tokens: balcony, builtinkitchen, garden, cellar, lift, parking, handicappedaccessible, guesttoilet.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "excludeFeatures": {
                        "title": "🚫 Exclude Listing Kinds",
                        "type": "array",
                        "description": "Exclude listings of these kinds (Germany). Supported tokens: swapflat (Tauschwohnung), projectlisting (new-build project umbrella ads).",
                        "items": {
                            "type": "string"
                        }
                    },
                    "browserStartPage": {
                        "title": "Start Page",
                        "minimum": 1,
                        "maximum": 50,
                        "type": "integer",
                        "description": "First result page to request. Default is 2 for Reliable mode.",
                        "default": 2
                    },
                    "browserWarmupWaitMs": {
                        "title": "Preload Wait (ms)",
                        "minimum": 0,
                        "maximum": 120000,
                        "type": "integer",
                        "description": "How long to wait on the homepage before listing requests in Reliable mode.",
                        "default": 30000
                    },
                    "browserCountryCode": {
                        "title": "Region",
                        "enum": [
                            "DE"
                        ],
                        "type": "string",
                        "description": "Region for Reliable mode. DE is currently the verified working option.",
                        "default": "DE"
                    },
                    "includeDetails": {
                        "title": "📋 Include Full Details",
                        "type": "boolean",
                        "description": "Fetch expose detail pages for description and additional property fields.",
                        "default": true
                    },
                    "descriptionMaxLength": {
                        "title": "✂️ Description Max Length",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Truncate description to this many characters. 0 keeps the full description.",
                        "default": 0
                    },
                    "compact": {
                        "title": "📦 Compact Output",
                        "type": "boolean",
                        "description": "Return only the core listing fields.",
                        "default": false
                    },
                    "incrementalMode": {
                        "title": "🔁 Incremental Mode",
                        "type": "boolean",
                        "description": "Track listings across runs in a persisted state store. Each run classifies listings as NEW / UPDATED / UNCHANGED / EXPIRED and, by default, emits only NEW + UPDATED + REAPPEARED — ideal for monitoring a search for fresh listings. Adds `changeType`, `firstSeenAt`, `lastSeenAt` and `expiredAt` to each record.",
                        "default": false
                    },
                    "stateKey": {
                        "title": "🗝️ State Key",
                        "type": "string",
                        "description": "Optional name for the incremental state bucket. Use distinct keys to track several independent searches; leave empty to derive one automatically from the search parameters."
                    },
                    "emitUnchanged": {
                        "title": "Include unchanged listings",
                        "type": "boolean",
                        "description": "When Incremental Mode is on, also emit UNCHANGED listings. Off by default, so unchanged listings are skipped (and not billed).",
                        "default": false
                    },
                    "emitExpired": {
                        "title": "Include expired listings",
                        "type": "boolean",
                        "description": "When Incremental Mode is on, also emit a record for listings that disappeared since the last run (changeType=EXPIRED).",
                        "default": false
                    },
                    "telegramToken": {
                        "title": "🤖 Telegram Bot Token",
                        "type": "string",
                        "description": "Telegram bot token from @BotFather. Required for Telegram notifications."
                    },
                    "telegramChatId": {
                        "title": "💬 Telegram Chat ID",
                        "type": "string",
                        "description": "Telegram chat or channel ID where alerts are sent (e.g. \"-100123456789\" for a private group, or \"@yourchannel\")."
                    },
                    "discordWebhookUrl": {
                        "title": "🎮 Discord Webhook URL",
                        "type": "string",
                        "description": "Discord incoming webhook URL. Get one from Server Settings → Integrations → Webhooks."
                    },
                    "slackWebhookUrl": {
                        "title": "💼 Slack Webhook URL",
                        "type": "string",
                        "description": "Slack incoming webhook URL. Create at api.slack.com/messaging/webhooks."
                    },
                    "whatsappPhoneNumberId": {
                        "title": "📱 WhatsApp Phone Number ID",
                        "type": "string",
                        "description": "WhatsApp Business phone number ID from Meta Business Manager (NOT the phone number itself — the numeric ID shown next to your business number). Free service-conversation messages within 24 hours of last user-initiated contact."
                    },
                    "whatsappAccessToken": {
                        "title": "🔐 WhatsApp Access Token",
                        "type": "string",
                        "description": "Meta Cloud API access token with `whatsapp_business_messaging` scope. Get a permanent token from a system user in Meta Business Manager."
                    },
                    "whatsappTo": {
                        "title": "📨 WhatsApp Recipient",
                        "type": "string",
                        "description": "Recipient phone in E.164 format (e.g. +4915123456789). Recipient must have messaged your business number within the last 24 hours — outside that window, free-form text is rejected by Meta."
                    },
                    "webhookUrl": {
                        "title": "🪝 Generic Webhook URL",
                        "type": "string",
                        "description": "Generic webhook URL that receives a JSON POST with the full listing payload + run metadata. Universal escape hatch for n8n / Make / Zapier / your own backend."
                    },
                    "webhookHeaders": {
                        "title": "🔑 Webhook Headers",
                        "type": "object",
                        "description": "Optional headers (e.g. {\"Authorization\": \"Bearer xyz\"}) sent with the webhook POST."
                    },
                    "notificationLimit": {
                        "title": "📊 Max Listings Per Notification",
                        "minimum": 1,
                        "maximum": 20,
                        "type": "integer",
                        "description": "Maximum number of listings included in each notification message (1–20). Excess listings are still in the dataset; notifications get a summary line.",
                        "default": 5
                    },
                    "notifyOnlyChanges": {
                        "title": "🔄 Notify Only New/Updated",
                        "type": "boolean",
                        "description": "When Incremental Mode is on, only send notifications for NEW / UPDATED / REAPPEARED listings. Has no effect outside incremental mode.",
                        "default": false
                    },
                    "skipReposts": {
                        "title": "♻️ Skip Reposts",
                        "type": "boolean",
                        "description": "When Incremental Mode is on, suppress listings detected as reposts of an already-seen listing (same content re-published under a new ID).",
                        "default": false
                    },
                    "descriptionFormat": {
                        "title": "Description format",
                        "enum": [
                            "all",
                            "text",
                            "html",
                            "markdown"
                        ],
                        "type": "string",
                        "description": "Pick a single description representation. `all` keeps every variant; `text` / `html` / `markdown` drop the others.",
                        "default": "all"
                    },
                    "excludeEmptyFields": {
                        "title": "Exclude empty fields from output",
                        "type": "boolean",
                        "description": "Drop null, empty-string, and empty-array fields from each record before push. Smaller payloads for AI agents and dashboards.",
                        "default": false
                    },
                    "appConnector": {
                        "title": "Send results to Notion (or another connected app)",
                        "type": "string",
                        "description": "Optional. Pick a connected app under Settings → API & Integrations to receive your results. Notion is supported today (a run-summary page); other MCP connectors are best-effort as Apify expands its catalog."
                    },
                    "mcpIssueTeam": {
                        "title": "Issue tracker team",
                        "type": "string",
                        "description": "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."
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```