# Thalia.de Scraper: Books, Prices, ISBNs & Reviews (`abotapi/thalia-de-scraper`) Actor

Scrape Thalia.de books, eBooks, audiobooks, toys and stationery. Search by keyword or category, browse Schnäppchen deals, or paste product and listing URLs. Get prices, original prices, discounts, ISBN/EAN, author, publisher, format, ratings and full reviews.

- **URL**: https://apify.com/abotapi/thalia-de-scraper.md
- **Developed by:** [Abot API](https://apify.com/abotapi) (community)
- **Categories:** E-commerce, Automation, Developer tools
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.50 / 1,000 product results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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/docs.md):

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

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

## Thalia Books & Media Scraper

Pull rich product data from Thalia (thalia.de), Germany's largest books & media retailer — books, eBooks, audiobooks, toys and stationery. Search by keyword and/or category with real site filters, browse Thalia's own Schnäppchen (sale) collection, or paste product, category, search, and sale links directly. Every record includes current price, the strike-through original price with computed discount when an item is on sale, ISBN/EAN, author/publisher/format, and a full customer review history with rating breakdown.

### Why This Scraper?

- **Was-price and discount, structured from the real Schnäppchen facet.** When a product is on sale, both the current price and the strike-through original price come back, plus the computed discount amount and percentage — never fabricated.
- **A dedicated Specials mode.** `specialsOnly` maps to Thalia's own price-reduction facet, store-wide or scoped to a keyword/category, mirroring thalia.de/themenwelten/sale/.
- **Rich bibliographic identity.** ISBN and EAN/GTIN, full author list, publisher, and format/binding (Taschenbuch, gebundene Ausgabe, ePUB, MP3, Hörbuch-Download, ...) — every high-value field a basic scrape drops.
- **Full technical specifications, not a wall of text.** Each product's "Produktdetails" table (pages, language, release date, dimensions, weight, colour — varies per category) comes back as clean key/value pairs, plus the full breadcrumb category path.
- **Format-variant matrix.** Siblings of the same title in other formats (e.g. the Hardcover and eBook editions of one novel) come back as a linked matrix.
- **Complete review history.** Overall rating, review count, a full 1-to-5 star rating breakdown, and every individual review with author, date, rating, format, title, and body text — Thalia's own native reviews, no third-party vendor.
- **Two ways in.** Keyword search with real filters (format, price range, availability, specials, sort), or paste any product/category/search/sale URL and let pagination continue automatically.
- **Optional export to your apps.** Send results into Notion, Linear, Airtable, or any Apify MCP connector alongside the dataset.

### Data You Get

| Field | Example value |
|---|---|
| productId | `A1000000001` |
| title | `Sample Novel Title` |
| authors | `["Sample Author"]` |
| url | `https://www.thalia.de/shop/home/artikeldetails/A1000000001` |
| price / currency | `12.99`, `EUR` |
| originalPrice | `19.99` |
| discountAmount / discountPercent | `7.0`, `35.0` |
| isOnSpecial | `true` |
| promoLabel | `- 35%` |
| format | `Buch (Taschenbuch)` |
| categoryPath | `["Buch (dtsch)", "Bücher", "Romane & Erzählungen"]` |
| availabilityText / availabilityStatus | `Sofort lieferbar`, `gruen` |
| rating / reviewCount | `4.6`, `215` |
| image | `https://images.thalia.media/-/BF2000-2000/.../sample-cover.jpeg` |
| isbn / ean | `978-1-000-00000-0`, `9781000000000` |
| specifications *(fetchDetails)* | `{"Verlag": "Sample Verlag", "Seitenzahl": "320", "Erscheinungsdatum": "16.07.2024", "Maße (L/B/H)": "21,1/13,7/3,2 cm"}` |
| variants *(fetchDetails)* | `[{"format": "Hardcover", "url": "https://..."}, {"format": "Taschenbuch", "url": "https://..."}]` |
| images *(fetchDetails)* | `["https://images.thalia.media/-/BF2000-2000/.../sample-1.jpeg", "..."]` |
| description *(fetchDetails)* | `Sample blurb text describing the book.` |
| reviews.averageRating / reviews.totalReviewCount | `4.6`, `215` |
| reviews.ratingDistribution | `[{"rating": 5, "count": 155}, {"rating": 4, "count": 47}, {"rating": 3, "count": 10}]` |
| reviews.items[] | `[{"reviewId": "2546014", "author": "Sample User", "authorLocation": "aus Bern", "rating": 5, "date": "21.07.2025", "format": "eBook (ePUB 3)", "title": "Sample title", "body": "Sample review text."}]` |

> Sample shape: values above are illustrative placeholders, not from a live product.

#### Specials, was-price & discount

Thalia's sale surface is a single real facet — **Schnäppchen** (price-reduced) — not a multi-tier promo taxonomy. `specialsOnly: true` scrapes that facet directly (store-wide, or scoped to a keyword/category); pasting the `/themenwelten/sale/` URL in `url` mode reaches the same collection. On any item that is actually reduced, `originalPrice`/`discountAmount`/`discountPercent`/`promoLabel` are populated straight from the site's own strike-through price and badge; on a full-price item they are `null` — never fabricated.

### How to Use

**Basic keyword search**

```json
{
  "mode": "search",
  "searchTerm": "krimi",
  "maxItems": 20
}
````

**Search narrowed by category, format and price, with specials**

```json
{
  "mode": "search",
  "searchTerm": "krimi",
  "category": "3",
  "einband": ["Taschenbuch"],
  "minPrice": 5,
  "maxPrice": 20,
  "specialsOnly": true,
  "sortBy": "sfpa",
  "maxItems": 30
}
```

**Category browse with full detail and review enrichment**

```json
{
  "mode": "search",
  "category": "3",
  "fetchDetails": true,
  "fetchReviews": true,
  "maxReviewsPerProduct": 0,
  "maxItems": 50
}
```

**Paste product, category, search, or sale links**

```json
{
  "mode": "url",
  "urls": [
    "https://www.thalia.de/shop/home/artikeldetails/A1000000001",
    "https://www.thalia.de/kategorie/romane-erzaehlungen-3/",
    "https://www.thalia.de/themenwelten/sale/"
  ],
  "maxItems": 40
}
```

### Input Parameters

| Parameter | Type | Default | Description |
|---|---|---|---|
| `mode` | string | `search` | `search` (keyword/category with filters) or `url` (paste links). |
| `searchTerm` | string | - | Free-text keyword, title, author, or ISBN for search mode. |
| `category` | string | - | A category id, e.g. `3`. Narrows a keyword search or browses a whole category alone. |
| `specialsOnly` | boolean | `false` | Only Schnäppchen (sale) items — real strike-through price + discount. |
| `einband` | array | `[]` | Only these exact binding/format values, e.g. `Taschenbuch`, `ePUB 3`. |
| `minPrice` / `maxPrice` | integer | - | Price range in EUR. |
| `availability` | string | \`\` (any) | `GL` (lieferbar), `SL` (sofort lieferbar), or `VB` (vorbestellbar). |
| `sortBy` | string | `sfmd` | `sfmd` (best match), `sfpa`/`sfpd` (price asc/desc), `sfea`/`sfed` (release date asc/desc), `sfsd` (top rated). |
| `urls` | array | sample URL | Product, category, search, or sale links for URL mode. |
| `fetchDetails` | boolean | `false` | Adds ISBN/EAN, full author list, publisher, description, flattened specifications, breadcrumb path, media gallery, and the format-variant matrix. |
| `fetchReviews` | boolean | `true` | Fetches each product's full review history. |
| `maxReviewsPerProduct` | integer | `20` | Cap on reviews per product; `0` = all. |
| `maxPages` | integer | unlimited | Cap on result pages per search/URL entry. |
| `maxItems` | integer | `20` | Cap on total products; `0` = unlimited. |
| `proxy` | object | Apify default | Connection configuration. |
| `mcpConnectors` | array | `[]` | Optional MCP connectors to also receive results. |
| `notionParentPageUrl` | string | - | Required only when a Notion connector is selected. |
| `maxNotifyListings` | integer | `50` | Cap on items sent to each connector. |

### Output Example

```json
{
  "productId": "A1000000001",
  "title": "Sample Novel Title",
  "authors": ["Sample Author"],
  "url": "https://www.thalia.de/shop/home/artikeldetails/A1000000001",
  "price": 4.99,
  "currency": "EUR",
  "originalPrice": 9.99,
  "discountAmount": 5.0,
  "discountPercent": 50.0,
  "isOnSpecial": true,
  "promoLabel": "- 50%",
  "format": "eBook (ePUB 3)",
  "categoryPath": ["Ebooks", "eBooks", "Krimis & Thriller"],
  "availabilityText": "Sofort per Download lieferbar",
  "availabilityStatus": "gruen",
  "rating": 4.6,
  "reviewCount": 215,
  "isbn": "978-1-000-00000-0",
  "specifications": {
    "Format": "ePUB 3",
    "Verlag": "Sample Verlag",
    "Seitenzahl": "320 (Printausgabe)",
    "Erscheinungsdatum": "16.07.2024"
  },
  "variants": [
    { "format": "Hardcover", "url": "https://www.thalia.de/shop/home/artikeldetails/A1000000002" },
    { "format": "Taschenbuch", "url": "https://www.thalia.de/shop/home/artikeldetails/A1000000003" }
  ],
  "images": ["https://images.thalia.media/-/BF2000-2000/sample/sample-cover.jpeg"],
  "reviews": {
    "averageRating": 4.6,
    "totalReviewCount": 215,
    "ratingDistribution": [
      { "rating": 5, "count": 155 },
      { "rating": 4, "count": 47 },
      { "rating": 3, "count": 10 }
    ],
    "items": [
      {
        "reviewId": "2546014",
        "author": "Sample User",
        "authorLocation": "aus Bern",
        "rating": 5,
        "date": "21.07.2025",
        "format": "eBook (ePUB 3)",
        "title": "Sample review title",
        "body": "Sample review text describing the reading experience."
      }
    ]
  }
}
```

### Send results into your apps (MCP connectors)

Optionally pipe results into an app you already use through a Model Context Protocol connector. Authorize a connector once under your account's Integrations settings, then select it in the input; for Notion, also set the parent page. Each connector receives a condensed, human-readable summary per item (a title plus key fields), not the full JSON record; the complete data always stays in the dataset.

### A Note on Access

Running this actor requires an active account with default proxy access, which is included on every plan. A residential connection is optional and only recommended for very large or sustained runs on the free tier.

# Actor input Schema

## `mode` (type: `string`):

'search' finds products by keyword and/or category with Thalia's own filters, including Schnäppchen (sale) items. 'url' scrapes any product, category, search-result, or sale page URL you paste, walking pagination forward automatically.

## `searchTerm` (type: `string`):

Free-text keyword, title, author, or stichwort, e.g. 'krimi' or 'fantasy roman'. Combine with Category below to narrow, or leave empty and set only Category (and/or Specials only) to browse a whole department.

## `category` (type: `string`):

A Thalia category id, e.g. '3' (Romane & Erzählungen) or '4893' (eBooks). Find it as the trailing number in a category page URL: thalia.de/kategorie/<name>-<id>/. Narrows a keyword search, or browses the whole category when Search keyword is left empty.

## `specialsOnly` (type: `boolean`):

Only return items currently on sale (Thalia's own 'Schnäppchen' price-reduction facet) — real strike-through original price + discount. Combine with a keyword and/or category, or leave those empty to browse all current sale items (mirrors thalia.de/themenwelten/sale/).

## `einband` (type: `array`):

Only return this exact binding/format, e.g. 'Taschenbuch', 'gebundene Ausgabe', 'ePUB 3', 'MP3', 'Hörbuch-Download'. Match the exact value as shown on the site (visible in each result's 'format' field). Leave empty for every format.

## `minPrice` (type: `integer`):

Only return products priced at or above this amount.

## `maxPrice` (type: `integer`):

Only return products priced at or below this amount.

## `availability` (type: `string`):

Narrow by delivery/availability status.

## `sortBy` (type: `string`):

Order of the returned results.

## `urls` (type: `array`):

Paste one or more Thalia product pages (/shop/home/artikeldetails/<id>), category pages (/kategorie/<name>-<id>/), search-result pages (/suche?sq=<term>), or the sale page (/themenwelten/sale/). Pagination continues forward automatically from any page number already in the URL. Filter fields above are ignored in this mode.

## `fetchDetails` (type: `boolean`):

Adds ISBN/EAN, full author list, publisher, description, flattened technical specifications (pages, language, release date, dimensions — varies per product), full breadcrumb category path, media gallery, and the format-variant matrix (e.g. Hardcover/Taschenbuch/eBook siblings of the same title). Current price, was-price/discount and rating are already included without this toggle on search/category results.

## `fetchReviews` (type: `boolean`):

Fetch each product's full review history: overall rating, review count, 1-5 star rating breakdown, and per-review author/date/rating/title/body. Products with no reviews simply return an empty list.

## `maxReviewsPerProduct` (type: `integer`):

Cap on reviews fetched per product when 'Fetch reviews' is on. 0 = all available reviews.

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

Stop after this many result pages per search/category/URL entry. Leave empty for as many pages as needed (bounded by Max products total).

## `maxItems` (type: `integer`):

Hard cap on total products returned across every search/category/URL entry. 0 = unlimited (still bounded by Max pages per search).

## `proxy` (type: `object`):

The default connection works on every Apify plan, including the free tier. A residential connection is optional and only needed for very large or sustained runs.

## `mcpConnectors` (type: `array`):

Optionally send the scraped results into the apps you already use, via Model Context Protocol (MCP) connectors. Authorize a connector once under Apify -> Settings -> Integrations, then select it here. The connector receives a condensed, human-readable summary per item (title + key fields), not the full JSON; the complete record stays in the dataset. Leave empty to skip. Supported: Notion (https://mcp.notion.com/mcp), Linear (https://mcp.linear.app/sse), Airtable (https://mcp.airtable.com/mcp), Apify (https://mcp.apify.com).

## `notionParentPageUrl` (type: `string`):

URL (or id) of the Notion page under which item pages are created. Required to enable the Notion export; ignored by other connectors.

## `maxNotifyListings` (type: `integer`):

Cap on items written to each connector per run. Does not affect the dataset.

## Actor input object example

```json
{
  "mode": "search",
  "searchTerm": "krimi",
  "specialsOnly": false,
  "einband": [],
  "availability": "",
  "sortBy": "sfmd",
  "urls": [
    "https://www.thalia.de/kategorie/romane-erzaehlungen-3/"
  ],
  "fetchDetails": false,
  "fetchReviews": true,
  "maxReviewsPerProduct": 20,
  "maxItems": 20,
  "proxy": {
    "useApifyProxy": true
  },
  "maxNotifyListings": 50
}
```

# Actor output Schema

## `overview` (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 = {
    "searchTerm": "krimi",
    "einband": [],
    "urls": [
        "https://www.thalia.de/kategorie/romane-erzaehlungen-3/"
    ],
    "proxy": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("abotapi/thalia-de-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 = {
    "searchTerm": "krimi",
    "einband": [],
    "urls": ["https://www.thalia.de/kategorie/romane-erzaehlungen-3/"],
    "proxy": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("abotapi/thalia-de-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 '{
  "searchTerm": "krimi",
  "einband": [],
  "urls": [
    "https://www.thalia.de/kategorie/romane-erzaehlungen-3/"
  ],
  "proxy": {
    "useApifyProxy": true
  }
}' |
apify call abotapi/thalia-de-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Thalia.de Scraper: Books, Prices, ISBNs & Reviews",
        "description": "Scrape Thalia.de books, eBooks, audiobooks, toys and stationery. Search by keyword or category, browse Schnäppchen deals, or paste product and listing URLs. Get prices, original prices, discounts, ISBN/EAN, author, publisher, format, ratings and full reviews.",
        "version": "1.0",
        "x-build-id": "sNmZLiiwWAUlX93r7"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/abotapi~thalia-de-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-abotapi-thalia-de-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/abotapi~thalia-de-scraper/runs": {
            "post": {
                "operationId": "runs-sync-abotapi-thalia-de-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/abotapi~thalia-de-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-abotapi-thalia-de-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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",
                "required": [
                    "mode"
                ],
                "properties": {
                    "mode": {
                        "title": "Mode",
                        "enum": [
                            "search",
                            "url"
                        ],
                        "type": "string",
                        "description": "'search' finds products by keyword and/or category with Thalia's own filters, including Schnäppchen (sale) items. 'url' scrapes any product, category, search-result, or sale page URL you paste, walking pagination forward automatically.",
                        "default": "search"
                    },
                    "searchTerm": {
                        "title": "Search keyword",
                        "type": "string",
                        "description": "Free-text keyword, title, author, or stichwort, e.g. 'krimi' or 'fantasy roman'. Combine with Category below to narrow, or leave empty and set only Category (and/or Specials only) to browse a whole department."
                    },
                    "category": {
                        "title": "Category ID (optional)",
                        "type": "string",
                        "description": "A Thalia category id, e.g. '3' (Romane & Erzählungen) or '4893' (eBooks). Find it as the trailing number in a category page URL: thalia.de/kategorie/<name>-<id>/. Narrows a keyword search, or browses the whole category when Search keyword is left empty."
                    },
                    "specialsOnly": {
                        "title": "Specials only (Schnäppchen)",
                        "type": "boolean",
                        "description": "Only return items currently on sale (Thalia's own 'Schnäppchen' price-reduction facet) — real strike-through original price + discount. Combine with a keyword and/or category, or leave those empty to browse all current sale items (mirrors thalia.de/themenwelten/sale/).",
                        "default": false
                    },
                    "einband": {
                        "title": "Format / binding",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "Only return this exact binding/format, e.g. 'Taschenbuch', 'gebundene Ausgabe', 'ePUB 3', 'MP3', 'Hörbuch-Download'. Match the exact value as shown on the site (visible in each result's 'format' field). Leave empty for every format.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "minPrice": {
                        "title": "Minimum price (EUR)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Only return products priced at or above this amount."
                    },
                    "maxPrice": {
                        "title": "Maximum price (EUR)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Only return products priced at or below this amount."
                    },
                    "availability": {
                        "title": "Availability filter",
                        "enum": [
                            "",
                            "GL",
                            "SL",
                            "VB"
                        ],
                        "type": "string",
                        "description": "Narrow by delivery/availability status.",
                        "default": ""
                    },
                    "sortBy": {
                        "title": "Sort order",
                        "enum": [
                            "sfmd",
                            "sfpa",
                            "sfpd",
                            "sfea",
                            "sfed",
                            "sfsd"
                        ],
                        "type": "string",
                        "description": "Order of the returned results.",
                        "default": "sfmd"
                    },
                    "urls": {
                        "title": "URLs to scrape",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "Paste one or more Thalia product pages (/shop/home/artikeldetails/<id>), category pages (/kategorie/<name>-<id>/), search-result pages (/suche?sq=<term>), or the sale page (/themenwelten/sale/). Pagination continues forward automatically from any page number already in the URL. Filter fields above are ignored in this mode.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "fetchDetails": {
                        "title": "Fetch full product detail",
                        "type": "boolean",
                        "description": "Adds ISBN/EAN, full author list, publisher, description, flattened technical specifications (pages, language, release date, dimensions — varies per product), full breadcrumb category path, media gallery, and the format-variant matrix (e.g. Hardcover/Taschenbuch/eBook siblings of the same title). Current price, was-price/discount and rating are already included without this toggle on search/category results.",
                        "default": false
                    },
                    "fetchReviews": {
                        "title": "Fetch reviews",
                        "type": "boolean",
                        "description": "Fetch each product's full review history: overall rating, review count, 1-5 star rating breakdown, and per-review author/date/rating/title/body. Products with no reviews simply return an empty list.",
                        "default": true
                    },
                    "maxReviewsPerProduct": {
                        "title": "Max reviews per product",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Cap on reviews fetched per product when 'Fetch reviews' is on. 0 = all available reviews.",
                        "default": 20
                    },
                    "maxPages": {
                        "title": "Max pages per search",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Stop after this many result pages per search/category/URL entry. Leave empty for as many pages as needed (bounded by Max products total)."
                    },
                    "maxItems": {
                        "title": "Max products total",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Hard cap on total products returned across every search/category/URL entry. 0 = unlimited (still bounded by Max pages per search).",
                        "default": 20
                    },
                    "proxy": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "The default connection works on every Apify plan, including the free tier. A residential connection is optional and only needed for very large or sustained runs.",
                        "default": {
                            "useApifyProxy": true
                        }
                    },
                    "mcpConnectors": {
                        "title": "Pipe results into your apps (optional)",
                        "type": "array",
                        "description": "Optionally send the scraped results into the apps you already use, via Model Context Protocol (MCP) connectors. Authorize a connector once under Apify -> Settings -> Integrations, then select it here. The connector receives a condensed, human-readable summary per item (title + key fields), not the full JSON; the complete record stays in the dataset. Leave empty to skip. Supported: Notion (https://mcp.notion.com/mcp), Linear (https://mcp.linear.app/sse), Airtable (https://mcp.airtable.com/mcp), Apify (https://mcp.apify.com)."
                    },
                    "notionParentPageUrl": {
                        "title": "Notion parent page (Notion connector only)",
                        "type": "string",
                        "description": "URL (or id) of the Notion page under which item pages are created. Required to enable the Notion export; ignored by other connectors."
                    },
                    "maxNotifyListings": {
                        "title": "Max items to export per connector",
                        "minimum": 1,
                        "maximum": 1000,
                        "type": "integer",
                        "description": "Cap on items written to each connector per run. Does not affect the dataset.",
                        "default": 50
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
