Craigslist Email Scraper

Craigslist Email Scraper 📬

Craigslist Email Scraper is an Actor that scrapes email addresses from publicly available Craigslist profiles using your chosen keywords and email-domain filters. If you’re looking for a Craigslist email scraper tool for Craigslist leads email scraper workflows, this automated Craigslist email harvesting setup helps you find relevant contact emails at scale—saving you hours of manual searching and list building.

Whether you’re a marketer, recruiter, researcher, or data analyst, you can use Craigslist email harvesting with keyword targeting and custom domains (for example, restricting to @gmail.com) so you only collect the emails you care about.

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Why choose Craigslist Email Scraper?

Feature	Benefit
✅ Keyword-based email discovery	Uses your keywords to find emails mentioned in Craigslist bios and posts related to your searches
✅ Custom email-domain targeting	Collects only emails matching your configured domains to improve lead relevance
✅ Reliability with fallback logic	Built to handle blocks and empty-result pages using resilience strategies during pagination
✅ Structured dataset output	Pushes consistent records including network, keyword, title, description, url, email, and proxyGroups
✅ Scales with limits you control	Stops when your maxEmails limit is reached to manage runtime and scraping cost
✅ Proxy configuration support	Works with Apify proxy configuration (via the proxyConfiguration input) to improve scraping stability

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Key features

• 🔍 Accurate Email Extraction: Extracts emails from Craigslist bios and related posts based on your selected keywords and custom domains
• 🎯 Targeted Lead Quality Controls: Lets you restrict results to specific email domains (like @gmail.com)
• 🧠 Keyword Flexibility: Supports a list of keywords so you can run broader or more specific Craigslist contact email scraper campaigns
• 🛡️ Resilient Scraping Engine Options: Choose between cost-effective and legacy engines for different tradeoffs in speed and reliability
• 🔄 Resilience Across Pagination: Includes logic to handle empty results and blocked pages so scraping can keep going when possible
• 💾 Real-Time Data Saving: Each discovered email is pushed as a separate dataset row immediately
• 📊 Transparent Progress Persistence: Tracks cursor state and already seen emails so progress is saved during the run
• 🤖 Automation-ready Output: Produces dataset rows you can export to JSON/CSV and plug into CRMs, spreadsheets, or analysis pipelines (common for Craigslist poster email scraper and Craigslist business email scraper style projects)

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Input

Provide input via an input.json file. Example structure:

{
  "keywords": ["founder", "marketing"],
  "location": "us",
  "platform": "Craigslist",
  "customDomains": ["@gmail.com"],
  "maxEmails": 20,
  "engine": "legacy",
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

Input Fields

Key	Required	Description
keywords	✅ Yes	A list of keywords to search for. The scraper uses these keywords to find relevant Craigslist bios and posts, then extracts emails from the matching content.
location	❌ No	Location to filter search results. Leave it empty for no location filtering.
platform	❌ No	Select platform. The only supported value is Craigslist (default: Craigslist).
customDomains	❌ No	List of custom email domains to target. Use values like @gmail.com to focus on specific providers and improve lead fit.
maxEmails	❌ No	Maximum number of emails to collect. The scraper stops once this limit is reached. Higher values may take longer and do not guarantee hitting the exact number.
engine	❌ No	Choose scraping engine: cost-effective (Cost Effective (New)) or legacy (Legacy). Default is legacy.
proxyConfiguration	❌ No	Configure proxies for this Actor. Use Apify proxy settings here when you need stronger reliability for large runs.

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Output

The actor pushes a dataset row for every email it finds (with structured fields for keyword, source context, and the extracted email).

[
  {
    "network": "Craigslist.com",
    "keyword": "founder",
    "title": "No title",
    "description": "No data",
    "url": "https://example.com/listing-or-result-url",
    "email": "john.doe@gmail.com",
    "proxyGroups": ["GOOGLE_SERP"]
  }
]

Output Fields

Field	Type	Description
network	string	The source network name. In this actor it is always set to Craigslist.com.
keyword	string	The keyword currently being searched.
title	string	The title extracted from the result (fallback can be No title).
description	string	The text description associated with the result where the email was extracted from (fallback can be No data).
url	string	The URL associated with the search result item (may be missing in some cases; fallback is No URL in legacy mode).
email	string	The extracted email address.
proxyGroups	array	The proxy group(s) used for that extraction batch.

Export note: Apify automatically lets you export dataset results (commonly to JSON or CSV) from the actor’s OUTPUT tab.

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How to use Craigslist Email Scraper (via Apify Console)

1. Open Apify Console
   Log in at console.apify.com and open the Actors page.

2. Find the actor
   Search for Craigslist Email Scraper and open its actor page.

3. Add your input
   Go to the INPUT section and fill in the fields using the built-in form (or paste an input.json).

   Make sure you at least provide keywords (required). Optionally add customDomains to target providers like @gmail.com.

4. Configure proxy settings (recommended for larger runs)
   If you’re running Craigslist leads email scraper campaigns at scale, use the Proxy configuration input to improve reliability.

5. Choose engine (if needed)
   Use engine to switch between cost-effective (Cost Effective (New)) and legacy (Legacy). Default is legacy.

6. Run the actor
   Click Run. During execution, you’ll see logs that track progress, retries, and when emails are found and pushed to the dataset.

7. Review results in the OUTPUT dataset
   When the run finishes, open the actor’s OUTPUT tab and open the dataset. Each found email appears as one row with fields like keyword, url, and email.

8. Export to your workflow
   Export to JSON or CSV from Apify and bring the results into your CRM, spreadsheet, or data pipeline.

No coding required—get accurate results in minutes with this Craigslist email list scraper workflow. ✨

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Advanced features & SEO optimization

• ⚙️ Engine tuning for performance vs reliability: Switch between cost-effective and legacy to better match your needs for automated Craigslist email scraper for emails at different batch sizes
• 🧩 Input normalization via keyword lists: The actor accepts keywords as an array so you can run multi-theme searches for Craigslist email harvesting software use cases
• 🧾 Detailed, operational logging: Logs help you understand when pages return results, when retries happen, and when scraping stops because of limits
• 💾 Progress persistence for long runs: The actor saves cursor state and already seen emails as it pushes new results, reducing the risk of losing work mid-run
• 🔒 Domain-filtered scraping for lead relevance: Using customDomains improves targeting for projects like Craigslist business email scraper or Craigslist tenant email scraper campaigns

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Best use cases

• 📈 Marketing teams building outreach lists: Collect emails tied to relevant Craigslist bios and posts, then filter by domains to keep leads aligned with your brand
• 🧑‍💼 Recruiters sourcing talent contacts: Identify email addresses associated with roles and organizations mentioned in Craigslist content
• 🏢 B2B lead generation for businesses: Use keyword targeting and domain filters to run an automated Craigslist email harvesting process for business outreach
• 🔎 Market research & competitive intelligence: Compile structured email-contact data alongside source titles/descriptions for analysis
• 🧑‍💻 Developer and automation pipelines: Feed dataset exports into CRMs, outreach systems, or ETL jobs using the consistent output fields
• 📬 Agency workflows and bulk prospecting: Quickly iterate keyword sets to find more relevant Craigslist contact email scraper leads without manual copy-pasting
• 🗂️ Data analysts enriching datasets: Join extracted emails with other public attributes you already collect for scoring and segmentation

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Technical specifications

• Supported Input Formats

  • ✅ keywords as an array (required)
  • ✅ customDomains as an array (optional)
  • ✅ location as a string (optional)
  • ✅ platform supports Craigslist (optional; default Craigslist)
  • ✅ proxyConfiguration as an object (optional)

• Proxy Support

  • ✅ Uses Apify proxy configuration via proxyConfiguration
  • ✅ Engine selection supports different reliability/performance tradeoffs (engine: cost-effective or legacy)

• Retry Mechanism

  • ✅ Includes resilience behavior for empty-result and blocked-page scenarios during pagination

• Dataset Structure

  • ✅ Each found email is pushed as a separate dataset row
  • ✅ Output fields include: network, keyword, title, description, url, email, proxyGroups

• Rate Limits & Performance

  • ✅ You control runtime via maxEmails
  • ✅ Large searches or high email limits may take longer

• Limitations

  • ❌ Email availability depends on what’s publicly present in Craigslist bios and posts related to your keywords
  • ❌ Results aren’t guaranteed to reach maxEmails exactly, even when set high

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FAQ

Do I need to log in to use Craigslist Email Scraper on Apify?

You don’t need to log in to run the actor once it’s started from your Apify account, but you do need an Apify account to access Apify Console and run actor executions.

What emails does Craigslist Email Scraper extract?

✅ It extracts email addresses from publicly available Craigslist bios and posts related to your keywords. You can improve targeting by providing customDomains (for example, @gmail.com).

How do I get more results if I see low email counts?

❌ If results seem low, try re-running with broader or more related keywords and include additional customDomains that match your target audience. Increasing maxEmails can also increase the chance of collecting more results, but it won’t guarantee reaching the exact number.

Is there a way to control how many emails are collected?

✅ Yes. Use maxEmails to set the maximum number of emails to collect. The run stops once the limit is reached.

Which engine should I choose: cost-effective or legacy?

✅ Use legacy as the default if you prioritize reliability. If you want a more cost-effective run for faster scraping, choose cost-effective. The best choice depends on your batch size and the kind of reliability you need.

Can I use proxies with Craigslist Email Scraper?

✅ Yes. Configure proxies using the proxyConfiguration input. This is helpful for more consistent scraping when running larger keyword sets.

What fields will I receive in the dataset?

✅ Each dataset row includes network, keyword, title, description, url, email, and proxyGroups, containing the extracted email and its related source context.

Is this tool legal to use?

✅ Craigslist Email Scraper only accesses publicly available sources. It’s still your responsibility to comply with applicable laws and platform policies (including privacy and anti-spam regulations) in your own use of the collected data.

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Support & feature requests

If you’re using Craigslist Email Scraper for Craigslist email harvesting, we’d love your feedback. 💬

• 💡 Feature Requests: Want enhancements like additional output fields, more export options, or better targeting controls for Craigslist email extraction script workflows? Tell us what would help.
• 📧 Contact: Reach out at dataforleads@gmail.com.

Your feedback helps shape future improvements to Craigslist Email Scraper. 🚀

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Craft your next Craigslist Email Scraper run for automated Craigslist leads email scraper results—SEO-optimized, dataset-ready, and built for real-world outreach workflows.

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Disclaimer

This tool only accesses publicly accessible sources. It does not access private profiles, authenticated pages, or password-protected data.

You are responsible for complying with applicable laws and regulations (for example GDPR and CCPA where relevant), as well as platform Terms of Service and any anti-spam/privacy rules, when using the collected email data.

For data removal requests, contact dataforleads@gmail.com. Please use this tool responsibly, ethically, and only for legitimate purposes.