Craigslist Scraper – Listings, Prices & Seller Contacts avatar

Craigslist Scraper – Listings, Prices & Seller Contacts

Pricing

from $1.35 / 1,000 listing records

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Craigslist Scraper – Listings, Prices & Seller Contacts

Craigslist Scraper – Listings, Prices & Seller Contacts

Scrape Craigslist listings from any city and category. Returns title, price, images, location, post_id, URL, and optionally description, posted date, and structured attributes. No proxy required. Parses server-side JSON-LD — stable against layout changes.

Pricing

from $1.35 / 1,000 listing records

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Developer

Vitalii Bondarev

Vitalii Bondarev

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Craigslist Scraper — Listings, Prices & Locations

Scrape Craigslist listings from any US city, category, and search query. Get title, price, images, location, post ID, and listing URL — plus optional description, posted datetime, and structured attributes (car specs, condition, odometer, etc.) from detail pages. This Craigslist scraper targets the JSON-LD ItemList block embedded by Craigslist itself — structural schema.org data, not CSS class names — making it immune to layout redesigns. No proxy required. Pay per result at $1.39 per 1,000 listings.

Not affiliated with or endorsed by Craigslist.


What you get

FieldSourceNotes
post_idDOM link10-digit Craigslist post ID
titleJSON-LDListing title
priceJSON-LDNumeric float; null for free/contact items
price_currencyJSON-LD"USD"
cityJSON-LDCity name (e.g. "San Francisco")
stateJSON-LDState abbreviation (e.g. "CA")
neighborhoodDetail pageSub-city neighborhood; null if not set
latitude / longitudeJSON-LD + detailPrecise coords from detail page when fetchDetails=true
urlDOM linkFull listing URL
categoryURLCategory abbreviation (e.g. "bik", "cto")
area_abbrevURLMetro sub-area (e.g. "sby", "sfc")
posted_datetimeDetail pageISO-8601 UTC; requires fetchDetails=true
image_urlsJSON-LDArray of full-size CDN image URLs
descriptionDetail pagePlain-text body; requires fetchDetails=true
attributesDetail pageDict of label→value (condition, make, cylinders, etc.)
parse_confidenceComputed0.0–1.0 data quality score
warningsComputedList of parse-issue codes
scraped_atComputedISO-8601 UTC timestamp

Common city slugs

CitySlug
San Francisco Bay Areasfbay
New Yorknewyork
Los Angeleslosangeles
Chicagochicago
Seattleseattle
Austinaustin
Bostonboston
Denverdenver

Full list: https://www.craigslist.org/about/sites

Common category codes

CategoryCode
For sale — allsss
Bicyclesbik
Cars & trucks by ownercto
Electronicsele
Furniturefua
Apartmentsapa
Jobsjjj
Clothingclt

Full list: https://www.craigslist.org/about/help/abbreviations


Example input

{
"city": "sfbay",
"query": "honda civic",
"category": "cto",
"maxResults": 50,
"fetchDetails": true
}

Example output record

{
"post_id": "7938685561",
"title": "2018 Honda Civic EX",
"price": 18500.0,
"price_currency": "USD",
"city": "San Jose",
"state": "CA",
"neighborhood": "South Bay",
"latitude": 37.3403,
"longitude": -121.9701,
"url": "https://sfbay.craigslist.org/sby/cto/d/san-jose-2018-honda-civic-ex/7938685561.html",
"category": "cto",
"area_abbrev": "sby",
"posted_datetime": "2026-06-04T10:51:23+00:00",
"image_urls": ["https://images.craigslist.org/00h0h_ABC_600x450.jpg"],
"description": "Clean title, low miles, well maintained...",
"attributes": {
"condition": "excellent",
"cylinders": "4 cylinders",
"drive": "fwd",
"fuel": "gas",
"odometer": "45,000",
"title status": "clean",
"transmission": "automatic"
},
"parse_confidence": 1.0,
"warnings": [],
"scraped_at": "2026-06-04T12:00:00+00:00"
}

How it works

  1. One HTTP request fetches the Craigslist search page for your city/category/query.
  2. JSON-LD parsing (structural, not CSS): Craigslist embeds all results as a schema.org ItemList in the page <head>. Up to ~350 results per query.
  3. DOM link extraction: listing URLs (with post_id, category, area_abbrev) are extracted from <a> tags in the body and matched to JSON-LD items by title slug.
  4. Detail page (optional): each listing's page is fetched for posted_datetime, description, and structured attributes.

Pricing

Pay-per-result: $0.00139 per listing ($1.39 / 1,000 listings).

With fetchDetails=false (default): ~1 request/run → very fast, very cheap.
With fetchDetails=true: 1 + N requests (one per listing) → richer data, proportionally more compute.


Use cases for Craigslist data

  • Price research — benchmark used car, electronics, or furniture prices across cities
  • Real estate leads — monitor for-rent and for-sale listings in target neighborhoods
  • Resale arbitrage — find underpriced items listed by private sellers
  • Job market intelligence — pull job listings from the jjj category across metros
  • Academic research — analyze classifieds data for economics or sociology studies
  • Competitor monitoring — track similar items listed by other sellers in your category

Frequently asked questions

Do I need a proxy? No. Craigslist search pages are server-side rendered and respond 200 from datacenter IPs. No proxy configuration is needed.

How many results per search? Craigslist includes all matching results in one JSON-LD block — typically up to ~350 items per query. For more coverage, run multiple narrowed queries.

How do I get descriptions and car specs? Set fetchDetails: true. This fetches each listing's detail page to extract description, posted_datetime, neighborhood, precise latitude/longitude, and structured attributes (condition, make, cylinders, etc.). This multiplies request count by N listings.

What is fetchDetails=false good for? Fast, cheap bulk listing collection — title, price, images, location, and URL from a single search-page request. Good for price monitoring and deduplication.

What does parse_confidence mean? 0.0–1.0 data quality score. 1.0 = all critical fields extracted. Below 0.7 = Craigslist may have changed its JSON-LD structure; check warnings for affected fields.

Can I scrape multiple cities? Yes — run the actor multiple times with different city slugs, or use Apify's batch run API to fan out across cities in parallel.


Limitations

  • Results per search: up to ~350 (Craigslist's JSON-LD includes all results in one page).
  • posted_datetime, description, attributes require fetchDetails=true.
  • neighborhood is only available on listings where the poster set it.
  • Craigslist does not expose full posted_datetime on search pages.

Integrations

Built for market researchers and resellers tracking US local listings, pricing trends, and inventory by city and category — the JSON/dataset output drops into the tools you already run, no glue code:

  • n8n / Make / Zapier — trigger a run or pipe every new dataset item into 500+ apps (Google Sheets, Airtable, Slack, HubSpot, your database) with no code: n8n, Make, Zapier.
  • Webhooks — fire your own endpoint the moment a run finishes, to push results straight into your pipeline (docs).
  • MCP server — expose this actor as a tool to Claude, Cursor, or any MCP client so an AI agent can pull this data mid-conversation (guide).
  • API & SDKs — fetch the dataset as JSON, CSV, or Excel through the Apify REST API or the Python / JS SDKs.

See all Apify integrations.

More scrapers from our toolkit

Building a data pipeline? These actors pair well with this one — each runs on your own Apify account with the same pay-per-result pricing, no subscription:

Chain any of them together from the Integrations tab (the Run succeeded trigger) to build a multi-step workflow — one actor's output feeds the next.

Use it from your existing tools

Use with Claude Desktop / Cursor / Cline (MCP)

Load this actor as a tool in your AI assistant. Call it directly from your AI assistant via the Apify MCP server — no Store browsing needed. Paste this into your MCP client config (e.g. claude_desktop_config.json) and restart the client:

{
"mcpServers": {
"apify-craigslist-scraper": {
"command": "npx",
"args": [
"-y",
"@apify/actors-mcp-server",
"--tools",
"bovi/craigslist-scraper"
],
"env": {
"APIFY_TOKEN": "YOUR_APIFY_TOKEN"
}
}
}
}

Replace YOUR_APIFY_TOKEN with your own Apify API token (free at apify.com → Settings → Integrations). Curated to a handful of tools so the agent selects reliably.

Works with Clay

Run this actor as an HTTP enrichment step inside a Clay table:

  • Method: POST
  • URL: https://api.apify.com/v2/acts/bovi~craigslist-scraper/run-sync-get-dataset-items?token={{apify_token}}
  • Body (JSON): map your Clay columns to the actor input (see the Input section above), e.g. {"city": "{{clay_column}}"}

The run finishes synchronously and returns the dataset rows straight into your Clay table. It runs on Apify's cloud under your own token and usage. Synchronous runs must complete within 300 seconds.