Craigslist Car Hunter

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What this does

This is a dedicated data extraction tool (an Apify Agent/Actor) designed to efficiently search and gather listings from the "Cars & Trucks for Sale" sections of various regional Craigslist sites.

The primary function of this scraper is to transform unstructured web data into structured, reusable data, making it readily available for other projects to consume.

The Value Proposition: Data as an Asset 📊 Instead of manual collection, this tool automates the process of market research, delivering a comprehensive, uniform dataset. The scraped information is instantly usable for:

Market Analysis: Tracking price trends and inventory changes over time.

Price Comparison: Identifying vehicles priced above or below the regional average.

Cross-Platform Integration: Feeding data into dashboards, custom alerting systems, or third-party databases.

Getting started

The Actor is designed for maximum simplicity on the Apify Platform.1. Set Input URLIn the Actor's input interface, paste the direct URL of the Craigslist search page you wish to scrape.

Example Input URL: https://albany.craigslist.org/search/cta?purveyor=owner#search=2~thumb~0

2. Run the ActorClick the "Run" button. The Actor will navigate to the page, wait for the dynamic content to load, extract the listings, and save the results to the Dataset.💾 Data Output FormatThe Actor outputs a dataset where each entry is a JSON object containing the scraped vehicle details. FieldDescriptionExampletitleThe main title/description of the car listing.2018 Ford F-150 priceThe asking price of the vehicle.$1,995 mileageThe recorded mileage of the vehicle.146k mi timePostedHow long ago the listing was posted.10m ago

Example JSON Object:JSON

{   "title": "2018 Ford F-150",   "price": "$1,995",   "mileage": "146k mi",   "timePosted": "10m ago" }

For complete information see this article. In short, you will:

1. Build the Actor
2. Run the Actor

Pull the Actor for local development

If you would like to develop locally, you can pull the existing Actor from Apify console using Apify CLI:

1. Install apify-cli

   Using Homebrew

   $brew install apify-cli
   

   Using NPM

   $npm -g install apify-cli
   

2. Pull the Actor by its unique <ActorId>, which is one of the following:

   • unique name of the Actor to pull (e.g. "apify/hello-world")
   • or ID of the Actor to pull (e.g. "E2jjCZBezvAZnX8Rb")

   You can find both by clicking on the Actor title at the top of the page, which will open a modal containing both Actor unique name and Actor ID.

   This command will copy the Actor into the current directory on your local machine.

   $apify pull <ActorId>
   

Documentation reference

To learn more about Apify and Actors, take a look at the following resources:

• Apify SDK for JavaScript documentation
• Apify SDK for Python documentation
• Apify Platform documentation
• Join our developer community on Discord