# ParuVendu Auto Scraper (`dadhalfdev/paruvendu-auto-scraper`) Actor

Scrape used cars from paruvendu.fr voiture d'occasion with structured filters (make, model, location, price, fuel). Returns price, mileage, year, location, and listing URL.

- **URL**: https://apify.com/dadhalfdev/paruvendu-auto-scraper.md
- **Developed by:** [Marco Rodrigues](https://apify.com/dadhalfdev) (community)
- **Categories:** Other
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $3.00 / 1,000 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

## 🚗 ParuVendu Auto Scraper

Want to find used cars on [ParuVendu](https://www.paruvendu.fr/voiture-occasion/) or analyze the French private + pro market? This scraper makes it super easy!

Paste an **`input_url`** from your browser once you've already filtered on ParuVendu, **or** use **structured filters** (make, model, location, price, fuel type, etc.) — structured filters work better for AI agents. When `input_url` is set it overrides the filters. Either way, you get up to 2000 car listings from the **auto section only**, with pricing, specs, and location as CSV or JSON.

### 💡 Perfect for...

- **Car Buyers:** Monitor deals from private sellers and small dealers across France.
- **Dealerships:** Track competitor inventory and pricing on ParuVendu.
- **Market Research:** Analyze French used-car supply by brand, city, mileage, and fuel.
- **Data Analysts:** Export clean structured data for dashboards and pricing models.
- **🤖 AI Agents:** Power bots and OpenClaw workflows with real-time ParuVendu listings.
- **📚 RAG Systems:** Feed vehicle specs and prices into retrieval pipelines.
- **🔗 AI Workflows:** Plug into LangChain, AutoGPT, CrewAI, and similar stacks.

### ✨ Why you'll love this scraper

- 🔗 **Input URL or Filters:** Paste a ParuVendu search URL (`input_url`) if you already filtered in the browser, or use structured filters (better for AI agents). `input_url` always wins when set.
- 🎯 **Structured Filters:** Search by make, model, city/radius, body type, price, mileage, year, fuel, and gearbox — no URL crafting.
- 🚗 **Auto Only:** Scoped to voiture d'occasion (ignores immobilier, seconde main, etc.).
- ⚙️ **Rich Listings:** Price, year, mileage, fuel, gearbox, location, and images from search cards.
- 🔎 **Optional Deep Dive:** Turn on `enrich_details` for extra specs (power, colour, seller, image gallery).
- ⏱️ **Sorting Options:** Newest, price, mileage, or listings with photos.

### 📦 What's inside the data?

For every single car listing, you will get:
- **Core Details:** `id`, `title`, `url`, `image`, `photo_count`
- **Location:** `location`, `postal_code`
- **Technical Specs:** `make`, `model`, `fuel_type`, `gearbox`, `mileage`, `year`
- **Pricing & Seller:** `price`, `seller_type`
- **With enrich_details:** `power_hp`, `color`, `body_type`, `seller_name`, `images`, …

### 🛠️ Sort options

Use the `sort_by` parameter:
- **Most Recent** – Newest listings first
- **Lowest / Highest Price**
- **Lowest / Highest KM**
- **With Photo** – Prefer ads that include photos

### 🚀 Quick start

**Option A — Input URL**
1. Open [ParuVendu voiture d'occasion](https://www.paruvendu.fr/voiture-occasion/), apply filters in the browser, copy the results URL.
2. Paste it into `input_url`.
3. Set `max_cars` and click **Start**.

**Option B — Structured filters (better for AI agents)**
1. Leave `input_url` empty.
2. Set filters (e.g. make `Renault`, model `Clio`), optional location + radius, price / mileage / year / fuel.
3. Choose `sort_by` and `max_cars` (up to 2000).
4. *(Optional)* Enable `enrich_details` for full ad-page specs.
5. Click **Start** and export CSV, Excel, or JSON when done.

---

#### Tech details for developers 🧑‍💻

**Input Example (filters)**

```json
{
  "make": "VVORE000",
  "model": "Clio",
  "location": "Paris",
  "radius_km": "50",
  "price_max": 10000,
  "energy": "ES",
  "sort_by": "Lowest Price",
  "max_cars": 100
}
````

**Input Example (URL override)**

```json
{
  "input_url": "https://www.paruvendu.fr/voiture-occasion/renault/clio/",
  "max_cars": 100
}
```

**Output Example**

```json
{
  "id": "1293356442A1KVVORECLI",
  "title": "Renault III (2) 1.5 DCI 70 DYNAMIQUE 5P EURO5",
  "url": "https://www.paruvendu.fr/a/voiture-occasion/renault/clio/1293356442A1KVVORECLI",
  "image": "https://cdn2.vroomiz.fr/uploads/advertcars/example.jpg",
  "price": 5490,
  "year": 2008,
  "mileage": 120000,
  "fuel_type": "Diesel",
  "gearbox": "Manuelle",
  "location": "Coignières (78310)",
  "postal_code": "78310",
  "photo_count": 8,
  "make": "RENAULT",
  "model": "Clio",
  "seller_type": "Professional"
}
```

### 📋 Input reference (detailed)

| Parameter | Type | Required | Default | Description |
|-----------|------|----------|---------|-------------|
| `input_url` | string | No | — | Paste a ParuVendu search URL; overrides all filters below when set. Leave empty to use filters (better for AI agents). |
| `make` | string enum | No | any | Car brand, sourced live from ParuVendu's own `affinage` API (113 brands, e.g. `VVORE000` = Renault, `VVOBM000` = BMW, `VVOME000` = Mercedes). Leave empty (`""`, Any) to search all brands. See [full brand list](#-brand-codes-make) below. |
| `model` | string | No | — | Model name (e.g. `Clio`, `208`, `Golf`). **Requires `make`.** |
| `location` | string | No | — | City or place for geo search (e.g. `Paris`, `Lyon`, `Marseille`). |
| `radius_km` | string enum | No | `""` (do not widen) | Search radius around `location`: `5`, `15`, `30`, `50`, `100`. Ignored if `location` is empty. |
| `body_type` | string enum | No | any | Body category, using ParuVendu's own `r1` site codes: `TO` Berline, `4X` 4x4 - SUV, `BR` Break, `CA` Cabriolet, `CO` Coupé, `MO` Monospace, `SO` Véhicule de société, `PU` Pick-up. |
| `price_min` / `price_max` | integer | No | — | Price range in **euros**. |
| `mileage_min` / `mileage_max` | integer | No | — | Mileage range in km. |
| `year_min` / `year_max` | integer | No | — | First-registration year range. |
| `energy` | string enum | No | any | Fuel filter, using ParuVendu's own `nrj` site codes: `ES` Essence, `DI` Diesel, `GP` GPL ou GNL, `BI` BioEthanol, `EL` Electrique, `HY` Hybride (tous), `HR` Hybride rechargeable, `MH` Micro Hybride, `HD` Hydrogène, `ZZ` Autres. |
| `gearbox` | string enum | No | any | Transmission, using ParuVendu's own `tr` site codes: `MA` Manuelle, `AU` Automatique, `SA` Semi automatique, `ZZ` Autres. |
| `sort_by` | string enum | No | `Most Recent` | Result order (see sort options above). |
| `max_cars` | integer | Yes | `50` | How many listings to return (`1`–`2000`). |
| `enrich_details` | boolean | No | `false` | If `true`, fetch each ad page for richer fields (slower). |
| `listing_urls` | string\[] | No | — | Direct ad URLs. If provided **without** search filters, only these URLs are scraped. |

#### Notes on filters

- `input_url` always wins over filters when provided.
- This Actor only scrapes **cars** (voiture d'occasion), not the rest of ParuVendu.
- Each run returns at most **`max_cars`** listings (`1`–`2000`).
- Some ads show “à débattre” or promo text near the price — the numeric EUR value on the card is what we store.
- `energy`, `gearbox`, `body_type`, and `make` are applied **on the ParuVendu search request itself** (via the `nrj`, `tr`, `r1`, and `r` query params on ParuVendu's `affinage` search endpoint), not just filtered client-side after scraping — so the site does the heavy lifting and pagination reflects the real filtered result count. Older free-text values for `energy`/`gearbox`/`body_type`/`make` (e.g. `essence`, `manual`, `berline`, `Renault`) are still accepted for backward compatibility and are mapped to the new site codes automatically.
- `model` filtering uses ParuVendu's pretty `/voiture-occasion/{make}/{model}/` path (ParuVendu doesn't support reliable model-code filtering via the `affinage` endpoint), so it requires `make` to be set.

#### 🔤 Brand codes (`make`)

The `make` dropdown is generated from ParuVendu's own brand list (`GET /auto-moto/listefo/default/affinage?origine=affinage&r=VVO00000`), which returns 113 brands as `{ "lib": "Renault", "cod": "VVORE000" }`. Pick any brand by name in the UI — the underlying value sent to ParuVendu is the `cod`. Leave empty for **Any**.

# Actor input Schema

## `input_url` (type: `string`):

Paste a ParuVendu voiture d'occasion search URL to use instead of the filters below — overrides all structured filters when set. Leave empty to use the filters below (better for AI agents).

## `make` (type: `string`):

Car brand, sourced live from ParuVendu's affinage API (113 brands). Leave empty (Any) to search all brands. Ignored when input\_url is set.

## `model` (type: `string`):

Optional model (e.g. Clio, 208, Golf). Requires make. Ignored when input\_url is set.

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

City or place name for geo search (e.g. Paris, Lyon). Ignored when input\_url is set.

## `radius_km` (type: `string`):

Search radius around location. Only applied when location is set. Ignored when input\_url is set.

## `body_type` (type: `string`):

Vehicle body category, using ParuVendu's own site codes (r1). Ignored when input\_url is set.

## `price_min` (type: `integer`):

Minimum price in euros. Ignored when input\_url is set.

## `price_max` (type: `integer`):

Maximum price in euros. Ignored when input\_url is set.

## `mileage_min` (type: `integer`):

Minimum mileage in km. Ignored when input\_url is set.

## `mileage_max` (type: `integer`):

Maximum mileage in km. Ignored when input\_url is set.

## `year_min` (type: `integer`):

Minimum first-registration year. Ignored when input\_url is set.

## `year_max` (type: `integer`):

Maximum first-registration year. Ignored when input\_url is set.

## `energy` (type: `string`):

Fuel type filter, using ParuVendu's own site codes (nrj). Ignored when input\_url is set.

## `gearbox` (type: `string`):

Transmission filter, using ParuVendu's own site codes (tr). Ignored when input\_url is set.

## `sort_by` (type: `string`):

How to order the results.

## `max_cars` (type: `integer`):

Maximum listings to return (1–2000).

## `enrich_details` (type: `boolean`):

If true, open each ad page for extra specs (power, colour, seller, images…).

## `listing_urls` (type: `array`):

Optional direct ad URLs. If set without make/location filters, only these URLs are scraped.

## Actor input object example

```json
{
  "make": "",
  "radius_km": "",
  "body_type": "",
  "energy": "",
  "gearbox": "",
  "sort_by": "Most Recent",
  "max_cars": 50,
  "enrich_details": false
}
```

# Actor output Schema

## `overview` (type: `string`):

Table view of scraped listings using the dataset 'overview' view.

## `results` (type: `string`):

All scraped listings from the default dataset without view transformation.

# 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 = {};

// Run the Actor and wait for it to finish
const run = await client.actor("dadhalfdev/paruvendu-auto-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 = {}

# Run the Actor and wait for it to finish
run = client.actor("dadhalfdev/paruvendu-auto-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 '{}' |
apify call dadhalfdev/paruvendu-auto-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "ParuVendu Auto Scraper",
        "description": "Scrape used cars from paruvendu.fr voiture d'occasion with structured filters (make, model, location, price, fuel). Returns price, mileage, year, location, and listing URL.",
        "version": "0.1",
        "x-build-id": "iLhzbjDev2ceZLer9"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/dadhalfdev~paruvendu-auto-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-dadhalfdev-paruvendu-auto-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/dadhalfdev~paruvendu-auto-scraper/runs": {
            "post": {
                "operationId": "runs-sync-dadhalfdev-paruvendu-auto-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/dadhalfdev~paruvendu-auto-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-dadhalfdev-paruvendu-auto-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "max_cars"
                ],
                "properties": {
                    "input_url": {
                        "title": "Input URL",
                        "type": "string",
                        "description": "Paste a ParuVendu voiture d'occasion search URL to use instead of the filters below — overrides all structured filters when set. Leave empty to use the filters below (better for AI agents)."
                    },
                    "make": {
                        "title": "Make",
                        "enum": [
                            "",
                            "VVOAB000",
                            "VVOAW000",
                            "VVOAK000",
                            "VVOAL000",
                            "VVOAP000",
                            "VVOAI000",
                            "VVOAO000",
                            "VVOAM000",
                            "VVOAU000",
                            "VVOAN000",
                            "VVOZZ000",
                            "VVOAD000",
                            "VVOBM000",
                            "VVOBY000",
                            "VVOBT000",
                            "VVOBE000",
                            "VVOBG000",
                            "VVOBU000",
                            "VVOCC000",
                            "VVOCM000",
                            "VVOCV000",
                            "VVOCH000",
                            "VVOCI000",
                            "VVOCO000",
                            "VVOCU000",
                            "VVODR000",
                            "VVODC000",
                            "VVODA000",
                            "VVODH000",
                            "VVODL000",
                            "VVODG000",
                            "VVODE000",
                            "VVODO000",
                            "VVODK000",
                            "VVODS000",
                            "VVOFE000",
                            "VVOFI000",
                            "VVOFK000",
                            "VVOFO000",
                            "VVOFT000",
                            "VVOGM000",
                            "VVOGG000",
                            "VVOHO000",
                            "VVOHU000",
                            "VVOHY000",
                            "VVOIE000",
                            "VVOIN000",
                            "VVOIS000",
                            "VVOJC000",
                            "VVOJA000",
                            "VVOJE000",
                            "VVOKI000",
                            "VVOLV000",
                            "VVOLD000",
                            "VVOLA000",
                            "VVOLC000",
                            "VVOLR000",
                            "VVOLW000",
                            "VVOLM000",
                            "VVOLX000",
                            "VVOLI000",
                            "VVOLO000",
                            "VVOLY000",
                            "VVOMG000",
                            "VVOMP000",
                            "VVOMH000",
                            "VVOMR000",
                            "VVOMZ000",
                            "VVOMY000",
                            "VVOMA000",
                            "VVOML000",
                            "VVOMX000",
                            "VVOME000",
                            "VVOMU000",
                            "VVOMC000",
                            "VVOMI000",
                            "VVOMO000",
                            "VVONI000",
                            "VVOOM000",
                            "VVOOP000",
                            "VVOPG000",
                            "VVOPE000",
                            "VVOPL000",
                            "VVOPS000",
                            "VVOPK000",
                            "VVOPN000",
                            "VVOPO000",
                            "VVOPR000",
                            "VVORE000",
                            "VVORO000",
                            "VVORA000",
                            "VVOSA000",
                            "VVOST000",
                            "VVOSE000",
                            "VVOSR000",
                            "VVOSH000",
                            "VVOSK000",
                            "VVOSM000",
                            "VVOSS000",
                            "VVOSB000",
                            "VVOSU000",
                            "VVOTV000",
                            "VVOTA000",
                            "VVOTT000",
                            "VVOTE000",
                            "VVOTO000",
                            "VVOTR000",
                            "VVOVE000",
                            "VVOVW000",
                            "VVOVO000",
                            "VVOWA000",
                            "VVOXP000",
                            "VVOZE000"
                        ],
                        "type": "string",
                        "description": "Car brand, sourced live from ParuVendu's affinage API (113 brands). Leave empty (Any) to search all brands. Ignored when input_url is set.",
                        "default": ""
                    },
                    "model": {
                        "title": "Model",
                        "type": "string",
                        "description": "Optional model (e.g. Clio, 208, Golf). Requires make. Ignored when input_url is set."
                    },
                    "location": {
                        "title": "Location",
                        "type": "string",
                        "description": "City or place name for geo search (e.g. Paris, Lyon). Ignored when input_url is set."
                    },
                    "radius_km": {
                        "title": "Radius (km)",
                        "enum": [
                            "",
                            "5",
                            "15",
                            "30",
                            "50",
                            "100"
                        ],
                        "type": "string",
                        "description": "Search radius around location. Only applied when location is set. Ignored when input_url is set.",
                        "default": ""
                    },
                    "body_type": {
                        "title": "Body type",
                        "enum": [
                            "",
                            "TO",
                            "4X",
                            "BR",
                            "CA",
                            "CO",
                            "MO",
                            "SO",
                            "PU"
                        ],
                        "type": "string",
                        "description": "Vehicle body category, using ParuVendu's own site codes (r1). Ignored when input_url is set.",
                        "default": ""
                    },
                    "price_min": {
                        "title": "Min price (€)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Minimum price in euros. Ignored when input_url is set."
                    },
                    "price_max": {
                        "title": "Max price (€)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum price in euros. Ignored when input_url is set."
                    },
                    "mileage_min": {
                        "title": "Min mileage (km)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Minimum mileage in km. Ignored when input_url is set."
                    },
                    "mileage_max": {
                        "title": "Max mileage (km)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum mileage in km. Ignored when input_url is set."
                    },
                    "year_min": {
                        "title": "Min year",
                        "minimum": 1900,
                        "maximum": 2100,
                        "type": "integer",
                        "description": "Minimum first-registration year. Ignored when input_url is set."
                    },
                    "year_max": {
                        "title": "Max year",
                        "minimum": 1900,
                        "maximum": 2100,
                        "type": "integer",
                        "description": "Maximum first-registration year. Ignored when input_url is set."
                    },
                    "energy": {
                        "title": "Fuel / energy",
                        "enum": [
                            "",
                            "ES",
                            "DI",
                            "GP",
                            "BI",
                            "EL",
                            "HY",
                            "HR",
                            "MH",
                            "HD",
                            "ZZ"
                        ],
                        "type": "string",
                        "description": "Fuel type filter, using ParuVendu's own site codes (nrj). Ignored when input_url is set.",
                        "default": ""
                    },
                    "gearbox": {
                        "title": "Gearbox",
                        "enum": [
                            "",
                            "MA",
                            "AU",
                            "SA",
                            "ZZ"
                        ],
                        "type": "string",
                        "description": "Transmission filter, using ParuVendu's own site codes (tr). Ignored when input_url is set.",
                        "default": ""
                    },
                    "sort_by": {
                        "title": "Sort by",
                        "enum": [
                            "Most Recent",
                            "Lowest Price",
                            "Highest Price",
                            "Lowest KM",
                            "Highest KM",
                            "With Photo"
                        ],
                        "type": "string",
                        "description": "How to order the results.",
                        "default": "Most Recent"
                    },
                    "max_cars": {
                        "title": "Max cars",
                        "minimum": 1,
                        "maximum": 2000,
                        "type": "integer",
                        "description": "Maximum listings to return (1–2000).",
                        "default": 50
                    },
                    "enrich_details": {
                        "title": "Enrich with detail page",
                        "type": "boolean",
                        "description": "If true, open each ad page for extra specs (power, colour, seller, images…).",
                        "default": false
                    },
                    "listing_urls": {
                        "title": "Listing URLs (optional)",
                        "type": "array",
                        "description": "Optional direct ad URLs. If set without make/location filters, only these URLs are scraped.",
                        "items": {
                            "type": "string"
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
