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Craigslist Job Details Scraper for CSV Export logo

Craigslist Job Details Scraper for CSV Export

This Craigslist job details scraper exports public Craigslist job detail pages into a structured CSV for recruiting research, local labor-market tracking, and job lead review. Import the workflow into the UScraper local desktop app, replace the sample URLs with active job posts, and collect title, company, posting body, location, map coordinates, notices, post ID, and listing date without building a crawler.

Output

CSV

Fields

12

Input

URL list

Waits

Built in

Template

Free

At a glance

Export Craigslist job details from saved URLs

This template is built for teams that already have Craigslist job posting URLs and need the full detail page fields in a spreadsheet. The Navigate block holds multiple URLs, the page-load checks wait for the document body, and Structured Export writes a normalized row even when a listing has expired. That makes it useful for reviewing job leads collected from Craigslist jobs, job boards, or a previous search export.

Detail-page job records

Capture fields that are hard to manage by hand: job title, business name, full posting body, image URL, map address, latitude, longitude, map accuracy, post ID, listing date, and notices.

Multi-URL batch flow

The workflow uses a URL list plus Loop Continue, so each Craigslist job detail page is appended to the same CSV without manually restarting the run.

Local desktop app execution

Inputs and exports stay in the desktop environment you control unless you add your own sharing, sync, or upload block.

Expired-page handling

If a sample or saved job URL returns a Craigslist 404 page, the template still records the URL and writes an expired-or-removed notice for auditability.

Who this is for

Teams that export Craigslist jobs

Recruiters

Job lead review

Nuanced outcome

Export Craigslist job details into one CSV, review company names and post bodies, then prioritize manual follow-up for roles that match a location or skill focus.

Market researchers

Local hiring signals

Nuanced outcome

Track visible job demand by city, category, or neighborhood and compare Craigslist signals with other online job boards.

Operations teams

Spreadsheet workflows

Favorable to scraping

Use the CSV as an intake layer before deduping leads, enriching company names, or adding status fields in a job application tracker.

For wider hiring research, pair this detail template with the Craigslist Scraper, Indeed Job Scraper, and LinkedIn Job Details Page Scraper. You can also browse the UScraper template library or install the desktop client from UScraper Download.


How to use

Run the Craigslist job scraper workflow

1

Download and import

Download the hosted JSON template, import it into UScraper, and open the workflow graph.

2

Replace the sample URLs

The bundled Octoparse sample URLs may now return Craigslist 404 pages. Paste active, approved Craigslist job detail URLs into the Navigate block before a real run.

3

Confirm the export path

Structured Export writes craigslist-job-details-scraper.csv with headers and append mode enabled. Change the save folder if your team uses a shared research directory.

4

Run the browser flow

UScraper navigates to each job URL, waits up to 30 seconds for page load, confirms the body is visible, and extracts the configured fields.

5

Open the CSV

Spot-check the first few rows, especially notices and blank fields, then load the file into Excel, Sheets, Power Query, or your internal recruiting database.

Automation path inside the template

  1. 1

    Navigate

    Open each Craigslist job detail URL from navigate.urls.

  2. 2

    Wait and verify

    Wait for page load, then wait for body so both valid listings and 404 notices can be captured.

  3. 3

    Structured export

    Append custom columns for title, business name, posting body, map fields, notices, post ID, and listing date.

  4. 4

    Loop continue

    Move to the next input URL and repeat until the list is complete.

Output preview

What the Craigslist job extractor exports

The export shape follows the bundled workflow definition. A valid job detail page should fill the title, posting body, location, post ID, and listing date when Craigslist exposes those fields. Removed pages usually keep page_url and post_id while adding an explanatory notice.

craigslist-job-details-scraper.csv
CSV - UTF-8 - Append

Column

page_url

The final URL opened by the Navigate block.

Column

title

Job title from the posting title area when a valid detail page loads.

Column

business_name

Company or hiring organization from page metadata or visible attributes.

Column

image_url

Open Graph image or Craigslist listing image when one is available.

Column

posting_body

Cleaned Craigslist posting body without QR-code boilerplate.

Column

location

Map address or structured job location when available.

Column

latitude

Latitude from map data or embedded job location metadata.

Column

longitude

Longitude from map data or embedded job location metadata.

Column

data_accuracy

Craigslist map accuracy value when the map exposes it.

Column

notice

Page notices or expired_or_removed flag for 404 pages.

Column

post_id

Craigslist post ID parsed from page text or the URL.

Column

listing_date

Datetime from posting info or embedded job metadata.

Sample rows

2 of many

page_urltitlebusiness_nameimage_urlposting_bodylocationlatitudelongitudedata_accuracynoticepost_idlisting_date
Dishwasher - evening shiftExample Hospitality GroupBusy Brooklyn restaurant seeks a reliable dishwasher for evening shifts.Brooklyn, NY40.6782-73.944222principals onlypost id: 78803732612026-06-03T09:20:00-0400
expired_or_removed: Craigslist Page Not Foundpost id: 7880376857
Headers included - each input job URL appends one row
Field groupColumns
Page identitypage_url, post_id, notice
Job contenttitle, business_name, posting_body, image_url, listing_date
Location datalocation, latitude, longitude, data_accuracy

Frequently asked questions

Craigslist automation can be restricted by Craigslist terms of use, robots directives, technical controls, privacy rules, intellectual property rights, and local law. Use this template only for lawful research, keep runs modest, do not bypass access controls, and get legal review before using exported job data commercially.

Before you run

Practical limits and maintenance notes

Guardrails for reliable Craigslist job exports

Rate limits

Keep batches modest and paced

Craigslist may slow, block, or challenge automated browsing when activity looks aggressive. Avoid parallel unattended runs and stop when verification or access prompts appear.

Layout drift

Detail-page fields can move

Blank title, business name, location, or date columns usually mean the post expired, the layout changed, or Craigslist did not expose that field for the listing.

Policy

Review job-data usage

Job posts can contain personal data, copyrighted text, or platform-restricted content. Keep exports for approved workflows and document compliance decisions before sharing datasets.

Get Started

Download and use this template instantly

$50Free

What's Included

  • Template JSON file ready to import
  • Pre-configured scraping nodes
  • Works with UScraper desktop app

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UScraper templates are open source. Improve this workflow or contribute a new one to help the community grow.

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