# Cars.com Scraper - US Cars, Prices & Dealer Leads (`scrapesage/cars-com-scraper`) Actor

Scrape Cars.com new & used car listings: price, MSRP, price drops, mileage, VIN, year/make/model/trim, specs, features, photos, deal rating & history, plus dealer leads (name, location, type, rating). Filter by make, model, ZIP, price, mileage & year. Price-drop & new-listing monitor.

- **URL**: https://apify.com/scrapesage/cars-com-scraper.md
- **Developed by:** [Scrape Sage](https://apify.com/scrapesage) (community)
- **Categories:** E-commerce, Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $4.00 / 1,000 car listings

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

Learn more: https://docs.apify.com/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

## Cars.com Scraper — US New & Used Cars, Prices & Dealer Leads

Scrape **[Cars.com](https://www.cars.com)** — one of the largest US car marketplaces — into clean, structured data. Pull every search result with **year / make / model / trim, asking price, MSRP, price drops, mileage, VIN, body style, drivetrain, fuel type, colours, the selling dealer, and all photos**. Add full **vehicle-detail** records (complete feature list, condition signals, geo, dealer phone) and **dealer leads** with one toggle. Built-in **monitor mode** returns only new listings and price drops between runs.

No API key, no login, no browser automation — fast HTTP straight to the source, with a **0-100 lead score** on every dealer.

### Why this Cars.com scraper?

Most car-listing scrapers give you a name and a price for a handful of cars, then break on the next site update. This actor ships the **full Cars.com record** with everything a pricing model, an inventory feed, or a dealer-prospecting list actually needs:

| Data | Typical car scrapers | This actor |
|---|---|---|
| Year / make / model / trim | ✅ | ✅ |
| Asking price + **MSRP** + **price-drop amount** | partial | ✅ |
| Mileage, **VIN**, stock type (new / used / CPO) | partial | ✅ |
| Body style, drivetrain, fuel, exterior/interior colour | ❌ | ✅ |
| **Full feature list** (opt-in detail) | ❌ | ✅ |
| Condition signals — clean title, no accidents, single owner, open recall, history report | ❌ | ✅ |
| Selling **dealer name, rating, city/state** | partial | ✅ |
| **Dealer leads** (deduped, inventory count, lead score) | ❌ | ✅ |
| All listing **photos** | partial | ✅ |
| **Deal rating** & deal badge | ❌ | ✅ |
| **Monitor mode** — only new listings & price drops | ❌ | ✅ |
| Lead score (0-100) | ❌ | ✅ |

### Who buys Cars.com data?

- **Car dealers & dealer groups** — track competitor pricing, days-on-lot and price drops on the exact year/make/model you stock.
- **Automotive marketplaces, pricing & valuation tools** — feed live asking prices, MSRP and mileage into your model.
- **Dealer-facing SaaS, ad-tech & vendors** — build prospect lists of dealers by market, inventory size and rating.
- **Lenders, insurers & warranty providers** — size markets and reach dealers and shoppers.
- **Wholesalers, flippers & exporters** — surface under-priced cars and recent price drops fast.
- **Researchers & analysts** — used-car price trends, inventory and depreciation by make/model/region.

### How to use

1. [Sign up for Apify](https://console.apify.com/sign-up) — the free plan is enough to try this actor.
2. Open the **Cars.com Scraper**, then either paste **Search URLs** from cars.com or enter **makes / models + a ZIP** and click **Start**.
3. Watch results stream into the dataset table.
4. **Export** as JSON, CSV, Excel, XML, or RSS — or pull results programmatically via the [Apify API](https://docs.apify.com/api/v2).

### Input

The easiest way to run an exact search is to set your filters on cars.com and paste the resulting URL into **Search URLs**. Or build a search from fields:

```json
{
    "makes": ["toyota", "honda"],
    "models": ["rav4"],
    "stockType": "used",
    "zip": "10001",
    "radius": 100,
    "priceMax": 35000,
    "mileageMax": 60000,
    "yearMin": 2019,
    "onlyWithPriceDrop": false,
    "includeCarDetails": false,
    "includeDealerLeads": true,
    "maxResults": 100
}
````

Or by URL:

```json
{
    "searchUrls": [
        "https://www.cars.com/shopping/results/?stock_type=used&makes[]=honda&models[]=honda-accord&zip=10001"
    ],
    "includeCarDetails": true,
    "maxResults": 50
}
```

| Field | What it does |
|---|---|
| `searchUrls` | Paste cars.com search-results URLs — every filter in the URL is respected. |
| `listingUrls` | Scrape specific `/vehicledetail/<id>/` pages as full detail records. |
| `makes`, `models` | Build a search by brand (and optional model) + `zip`. |
| `stockType` | `all`, `used`, `new`, or `cpo` (certified pre-owned). |
| `zip`, `radius` | Search location and distance in miles. |
| `priceMin/Max`, `mileageMax`, `yearMin/Max` | Numeric filters. |
| `sellerType` | `any`, `dealer`, or `private`. |
| `onlyWithPriceDrop` | Keep only cars that recently dropped in price. |
| `sortBy` | Best match, newest listed, price, mileage or year. |
| `includeCarDetails` | Open each vehicle-detail page for full features + condition signals + dealer phone. |
| `includeDealerLeads` | Emit one deduplicated dealer / seller record with a lead score. |
| `monitorMode`, `monitorKey` | Return only new listings & price changes since the last run. |
| `maxResults`, `maxResultsPerSearch` | Result caps. |

### Output

Each vehicle is one record. Example (trimmed):

```json
{
    "recordType": "car",
    "listingId": "fa876696-ffd0-41b2-ad1a-db278660fc1f",
    "title": "2024 Toyota RAV4 XLE",
    "year": 2024,
    "make": "Toyota",
    "model": "RAV4",
    "trim": "XLE",
    "vin": "2T3P1RFV0RW432440",
    "stockType": "Used",
    "price": 31811,
    "priceDropAmount": 1100,
    "mileage": 27550,
    "bodyStyle": "SUV",
    "drivetrain": "All-wheel Drive",
    "fuelType": "Gasoline",
    "exteriorColor": "Ice Cap",
    "dealerName": "The Autobarn Countryside Subaru",
    "dealerRating": 4.6,
    "city": "Countryside",
    "state": "IL",
    "distanceMiles": 724,
    "photoCount": 6,
    "primaryPhoto": "https://platform.cstatic-images.com/.../photo.jpg",
    "listingUrl": "https://www.cars.com/vehicledetail/fa876696-.../"
}
```

With `includeCarDetails` the record adds `features`, `cylinders`, `doors`, `transmission`, `stockNumber`, `cleanTitle`, `noAccidents`, `singleOwner`, `openRecall`, `hasVehicleHistoryReport`, `latitude`/`longitude`, `market` and the dealer `phone`.

A **dealer lead** (`recordType: "dealerLead"`) looks like:

```json
{
    "recordType": "dealerLead",
    "dealerName": "The Autobarn Countryside Subaru",
    "sellerType": "dealer",
    "city": "Countryside",
    "state": "IL",
    "zip": "60525",
    "inventoryCount": 14,
    "avgPrice": 28940,
    "rating": 4.6,
    "leadScore": 88,
    "leadSignals": ["dealer", "high-inventory", "top-rated"]
}
```

#### What to expect (field coverage)

- **Vehicle core** (year, make, model, trim, VIN, price, mileage, body style, drivetrain, fuel, colour, photos): ~100% of listings.
- **Dealer name, rating, city/state**: present on the great majority of dealer listings; private-seller and some sponsored cards may omit name/rating (we never fabricate it).
- **Price drop**: only on listings that actually dropped — an intent signal, not a gap.
- **Features & condition signals**: populated when you turn on `includeCarDetails`.

### Automate & schedule

Run this actor on autopilot and pull results into your own stack:

- **[Apify API](https://docs.apify.com/api/v2)** — start runs, fetch datasets, and manage schedules over REST.
- **[apify-client for JavaScript](https://docs.apify.com/api/client/js/)** and **[apify-client for Python](https://docs.apify.com/api/client/python/)** — official SDKs.
- **[Schedules](https://docs.apify.com/platform/schedules)** — run a saved search daily with **monitor mode** to capture every new listing and price drop as soon as it appears.
- **[Webhooks](https://docs.apify.com/platform/integrations/webhooks)** — trigger downstream actions (CRM import, Slack alert, repricing job) the moment a run finishes.

```js
import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'MY_APIFY_TOKEN' });

const run = await client.actor('scrapesage/cars-com-scraper').call({
    makes: ['toyota'],
    models: ['rav4'],
    stockType: 'used',
    zip: '10001',
    onlyWithPriceDrop: true,
    includeDealerLeads: true,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(`Got ${items.length} cars & dealers`);
```

### Integrate with any app

Connect the dataset to 5,000+ apps — no code required:

- **[Make](https://docs.apify.com/platform/integrations/make)** — multi-step automation scenarios.
- **[Zapier](https://docs.apify.com/platform/integrations/zapier)** — push new listings & dealer leads straight into your CRM.
- **[Slack](https://docs.apify.com/platform/integrations/slack)** — get pinged when a monitored search gets a new car or a price drop.
- **[Google Drive / Sheets](https://docs.apify.com/platform/integrations/drive)** — auto-export every run to a spreadsheet.
- **[Airbyte](https://docs.apify.com/platform/integrations/airbyte)** — pipe results into your data warehouse.
- **[GitHub](https://docs.apify.com/platform/integrations/github)** — trigger runs from commits or releases.

### Use with AI assistants (MCP)

The output is clean, LLM-ready JSON. Call this actor from Claude, ChatGPT, or any agent framework through the **[Apify MCP server](https://docs.apify.com/platform/integrations/mcp)** — ask your assistant to "find every used Toyota RAV4 under $30k within 100 miles of 10001 that just had a price drop, with the dealer and a lead score" and let it run the scraper for you.

### More scrapers from scrapesage

Build a complete **automotive & marketplace data stack**:

- **[AutoScout24 Scraper](https://apify.com/scrapesage/autoscout24-scraper)** — Europe's largest car marketplace: listings, specs, prices & dealer leads across 8 countries.
- **[AutoTrader.ca Scraper](https://apify.com/scrapesage/autotrader-ca-scraper)** — Canada's #1 car marketplace with prices, specs & dealer leads.
- **[SGCarMart Scraper](https://apify.com/scrapesage/sgcarmart-used-car-scraper)** — Singapore used cars, prices, specs & seller contacts.
- **[US Auto Dealer Scraper](https://apify.com/scrapesage/us-auto-dealer-scraper)** — licensed auto dealers & repair shops from official state DMV registries.
- **[FMCSA Trucking Scraper](https://apify.com/scrapesage/fmcsa-trucking-scraper)** — US motor carriers & freight brokers with authority, insurance & contacts.
- **[eBay Scraper](https://apify.com/scrapesage/ebay-scraper)** — listings, prices, sold comps & seller leads.
- **[Craigslist Scraper](https://apify.com/scrapesage/craigslist-scraper)** — classifieds incl. cars & trucks with seller detail.
- **[US Property Records Scraper](https://apify.com/scrapesage/us-property-records-scraper)** — owner leads, values & characteristics from official county records.

### Tips

- **Pasted URLs win**: pick your exact filters on cars.com, then paste the URL into `searchUrls` — it's the most reliable way to reproduce a search.
- **Price-drop feed**: set `onlyWithPriceDrop: true` and sort by `listed_at_desc`, then run on a [Schedule](https://docs.apify.com/platform/schedules) with `monitorMode` for a continuous repricing / buying signal.
- **Dealer prospecting**: turn on `includeDealerLeads` and sort the dataset by `leadScore` to reach the biggest, best-rated dealers in a market first.
- **Full specs**: enable `includeCarDetails` only when you need the feature list / condition signals — it opens one extra page per car.
- **Go nationwide**: leave `radius` empty (or set it high) to include sellers that deliver to the buyer's ZIP.

### FAQ

**Where does the data come from?** From public Cars.com search-results and vehicle-detail pages.

**Does it need an API key or login?** No — no key, no login, no browser. The actor uses Apify's US residential proxy by default because Cars.com serves its data to US visitors.

**How fresh is it?** Every run fetches live pages. Run it on a [Schedule](https://docs.apify.com/platform/schedules) with `monitorMode` to capture new listings and price drops continuously.

**Does it include dealer phone numbers?** Dealer phone is shown on the vehicle-detail page, so it's included when you enable `includeCarDetails`. Search results always include the dealer name, rating and city/state.

**Will it return every car for a search?** It paginates through the results up to your `maxResults` / `maxResultsPerSearch` cap. Cars.com searches can have hundreds of pages — narrow with make/model/price/ZIP filters for focused, efficient runs.

**Can I export to Google Sheets, CSV, or Excel?** Yes — one click in the dataset view, or automatically on every run via the [Google Drive integration](https://docs.apify.com/platform/integrations/drive).

**Is scraping this data legal?** This actor collects publicly available listing data. You're responsible for using it in compliance with applicable laws and the site's terms.

### Need help?

Open an issue on the actor's **Issues** tab, or visit the [Apify help center](https://help.apify.com/). Feature requests are welcome — this actor is actively maintained.

# Actor input Schema

## `searchUrls` (type: `array`):

Paste one or more Cars.com search-results URLs (the page after you pick make/model/filters, e.g. https://www.cars.com/shopping/results/?stock\_type=used\&makes\[]=honda\&models\[]=honda-accord\&zip=10001). Every filter in the URL is respected. Easiest way to run an exact search.

## `listingUrls` (type: `array`):

Paste specific Cars.com vehicle-detail URLs (e.g. https://www.cars.com/vehicledetail/<id>/). These are fetched as full detail records (charged as carDetail).

## `makes` (type: `array`):

Build a search by brand (e.g. \["honda","toyota","ford"]). Combined with ZIP. Leave empty to use Search URLs instead.

## `models` (type: `array`):

Optional model names to pair with the first make (e.g. \["accord","civic"] for Honda). Use lower-case model names; the actor builds the cars.com make-model slug.

## `stockType` (type: `string`):

Which inventory to search.

## `zip` (type: `string`):

US ZIP code to search around (e.g. "10001"). Required when searching by make/model (not needed for Search URLs that already contain a ZIP).

## `radius` (type: `integer`):

Distance from the ZIP in miles. Use a large number (e.g. 500) or leave empty for nationwide where the seller delivers.

## `keyword` (type: `string`):

Free-text keyword to add to the search (e.g. "leather", "awd", a trim name). Optional.

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

Keep only listings at or above this asking price.

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

Keep only listings at or below this asking price.

## `mileageMax` (type: `integer`):

Keep only listings at or below this odometer reading.

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

Keep only listings from this model year or newer.

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

Keep only listings up to this model year.

## `sellerType` (type: `string`):

Limit to franchise/independent dealers or to private sellers.

## `onlyWithPriceDrop` (type: `boolean`):

Keep only listings that recently dropped in price — the highest-intent, most negotiable cars.

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

Order Cars.com returns results in.

## `includeCarDetails` (type: `boolean`):

For every listing, also open its vehicle-detail page to add the full features list, cylinders/doors/transmission, condition signals (clean title, no accidents, single owner, open recall, vehicle-history report), geo and dealer phone. Slower and billed as carDetail instead of car.

## `includeDealerLeads` (type: `boolean`):

Also emit one deduplicated record per dealer / private seller found in the results, with inventory count, average price, location and a 0-100 lead score.

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

Maximum number of vehicle listings to return across all searches.

## `maxResultsPerSearch` (type: `integer`):

Cap listings taken from each individual search / URL (paginates as needed). Leave empty to use Max results.

## `monitorMode` (type: `boolean`):

Remember listings between runs in a named store and emit only NEW listings, price drops and price rises since the last run. Pair with Apify Schedules for a recurring price-drop / new-inventory feed.

## `monitorKey` (type: `string`):

Name for this monitor's memory so different saved searches don't collide (e.g. "honda-accord-nyc"). Only used when Monitor mode is on.

## `includeRawFields` (type: `boolean`):

Attach the raw Cars.com fields used to build each record (sourceFields) for debugging or extra data.

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

Cars.com serves clean data to US residential IPs. Leave the default (Apify Proxy, US residential) unless you know what you are doing.

## Actor input object example

```json
{
  "searchUrls": [],
  "listingUrls": [],
  "stockType": "all",
  "sellerType": "any",
  "onlyWithPriceDrop": false,
  "sortBy": "best_match_desc",
  "includeCarDetails": false,
  "includeDealerLeads": false,
  "maxResults": 100,
  "monitorMode": false,
  "monitorKey": "default",
  "includeRawFields": false,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  }
}
```

# Actor output Schema

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

All scraped Cars.com vehicle listings (and any dealer-lead records) in the default dataset, each with pricing, specs, photos, deal rating and seller detail.

# 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 = {
    "searchUrls": [],
    "listingUrls": []
};

// Run the Actor and wait for it to finish
const run = await client.actor("scrapesage/cars-com-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 = {
    "searchUrls": [],
    "listingUrls": [],
}

# Run the Actor and wait for it to finish
run = client.actor("scrapesage/cars-com-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 '{
  "searchUrls": [],
  "listingUrls": []
}' |
apify call scrapesage/cars-com-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Cars.com Scraper - US Cars, Prices & Dealer Leads",
        "description": "Scrape Cars.com new & used car listings: price, MSRP, price drops, mileage, VIN, year/make/model/trim, specs, features, photos, deal rating & history, plus dealer leads (name, location, type, rating). Filter by make, model, ZIP, price, mileage & year. Price-drop & new-listing monitor.",
        "version": "0.1",
        "x-build-id": "WvEI5EqeNV9GOOLWq"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scrapesage~cars-com-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scrapesage-cars-com-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/scrapesage~cars-com-scraper/runs": {
            "post": {
                "operationId": "runs-sync-scrapesage-cars-com-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/scrapesage~cars-com-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-scrapesage-cars-com-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                    "searchUrls": {
                        "title": "Cars.com search URLs",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "Paste one or more Cars.com search-results URLs (the page after you pick make/model/filters, e.g. https://www.cars.com/shopping/results/?stock_type=used&makes[]=honda&models[]=honda-accord&zip=10001). Every filter in the URL is respected. Easiest way to run an exact search.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "listingUrls": {
                        "title": "Vehicle detail URLs",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "Paste specific Cars.com vehicle-detail URLs (e.g. https://www.cars.com/vehicledetail/<id>/). These are fetched as full detail records (charged as carDetail).",
                        "items": {
                            "type": "string"
                        }
                    },
                    "makes": {
                        "title": "Makes",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "Build a search by brand (e.g. [\"honda\",\"toyota\",\"ford\"]). Combined with ZIP. Leave empty to use Search URLs instead.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "models": {
                        "title": "Models",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "Optional model names to pair with the first make (e.g. [\"accord\",\"civic\"] for Honda). Use lower-case model names; the actor builds the cars.com make-model slug.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "stockType": {
                        "title": "Condition",
                        "enum": [
                            "all",
                            "used",
                            "new",
                            "cpo"
                        ],
                        "type": "string",
                        "description": "Which inventory to search.",
                        "default": "all"
                    },
                    "zip": {
                        "title": "ZIP code",
                        "type": "string",
                        "description": "US ZIP code to search around (e.g. \"10001\"). Required when searching by make/model (not needed for Search URLs that already contain a ZIP)."
                    },
                    "radius": {
                        "title": "Search radius (miles)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Distance from the ZIP in miles. Use a large number (e.g. 500) or leave empty for nationwide where the seller delivers."
                    },
                    "keyword": {
                        "title": "Keyword",
                        "type": "string",
                        "description": "Free-text keyword to add to the search (e.g. \"leather\", \"awd\", a trim name). Optional."
                    },
                    "priceMin": {
                        "title": "Min price (USD)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Keep only listings at or above this asking price."
                    },
                    "priceMax": {
                        "title": "Max price (USD)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Keep only listings at or below this asking price."
                    },
                    "mileageMax": {
                        "title": "Max mileage",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Keep only listings at or below this odometer reading."
                    },
                    "yearMin": {
                        "title": "Min year",
                        "minimum": 1900,
                        "type": "integer",
                        "description": "Keep only listings from this model year or newer."
                    },
                    "yearMax": {
                        "title": "Max year",
                        "minimum": 1900,
                        "type": "integer",
                        "description": "Keep only listings up to this model year."
                    },
                    "sellerType": {
                        "title": "Seller type",
                        "enum": [
                            "any",
                            "dealer",
                            "private"
                        ],
                        "type": "string",
                        "description": "Limit to franchise/independent dealers or to private sellers.",
                        "default": "any"
                    },
                    "onlyWithPriceDrop": {
                        "title": "Only listings with a price drop",
                        "type": "boolean",
                        "description": "Keep only listings that recently dropped in price — the highest-intent, most negotiable cars.",
                        "default": false
                    },
                    "sortBy": {
                        "title": "Sort by",
                        "enum": [
                            "best_match_desc",
                            "listed_at_desc",
                            "price_asc",
                            "price_desc",
                            "mileage_asc",
                            "year_desc"
                        ],
                        "type": "string",
                        "description": "Order Cars.com returns results in.",
                        "default": "best_match_desc"
                    },
                    "includeCarDetails": {
                        "title": "Fetch full vehicle details",
                        "type": "boolean",
                        "description": "For every listing, also open its vehicle-detail page to add the full features list, cylinders/doors/transmission, condition signals (clean title, no accidents, single owner, open recall, vehicle-history report), geo and dealer phone. Slower and billed as carDetail instead of car.",
                        "default": false
                    },
                    "includeDealerLeads": {
                        "title": "Output dealer leads",
                        "type": "boolean",
                        "description": "Also emit one deduplicated record per dealer / private seller found in the results, with inventory count, average price, location and a 0-100 lead score.",
                        "default": false
                    },
                    "maxResults": {
                        "title": "Max results",
                        "minimum": 1,
                        "type": "integer",
                        "description": "Maximum number of vehicle listings to return across all searches.",
                        "default": 100
                    },
                    "maxResultsPerSearch": {
                        "title": "Max results per search",
                        "minimum": 1,
                        "type": "integer",
                        "description": "Cap listings taken from each individual search / URL (paginates as needed). Leave empty to use Max results."
                    },
                    "monitorMode": {
                        "title": "Monitor mode (only new / changed)",
                        "type": "boolean",
                        "description": "Remember listings between runs in a named store and emit only NEW listings, price drops and price rises since the last run. Pair with Apify Schedules for a recurring price-drop / new-inventory feed.",
                        "default": false
                    },
                    "monitorKey": {
                        "title": "Monitor key",
                        "type": "string",
                        "description": "Name for this monitor's memory so different saved searches don't collide (e.g. \"honda-accord-nyc\"). Only used when Monitor mode is on.",
                        "default": "default"
                    },
                    "includeRawFields": {
                        "title": "Include raw source fields",
                        "type": "boolean",
                        "description": "Attach the raw Cars.com fields used to build each record (sourceFields) for debugging or extra data.",
                        "default": false
                    },
                    "proxyConfiguration": {
                        "title": "Proxy",
                        "type": "object",
                        "description": "Cars.com serves clean data to US residential IPs. Leave the default (Apify Proxy, US residential) unless you know what you are doing.",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ],
                            "apifyProxyCountry": "US"
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
