Facebook Phone Number Scraper

Facebook Phone Number Scraper 📞

Facebook Phone Number Scraper helps you extract phone numbers from publicly available Facebook profiles, bios, and post content using your chosen keywords and country targeting. Whether you’re looking to scrape Facebook phone numbers, build Facebook phone numbers for leads, or automate a Facebook lead scraper phone workflow, this actor streamlines the process so you can find more relevant contacts faster—at scale, without manual copy-paste work.

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Why choose Facebook Phone Number Scraper?

Feature	Benefit
✅ All-in-one Facebook phone extraction	Scrapes phone numbers from Facebook bios, profiles, and post content in one run
✅ Keyword + country targeting	Uses your keywords and country code targeting to improve match quality for a Facebook contact scraper workflow
✅ Reliability with proxy support	Built-in proxy support for more reliable scraping on large jobs
✅ Incremental structured dataset	Each found phone number is pushed immediately into the dataset for faster access
✅ Scales with batch parameters	Supports large scraping tasks with a configurable maximum results stop condition
✅ Clear output structure	Returns consistent fields like phone_number, url, and dial_code for easy cleanup and CRM import

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Key features

• 🔍 Keyword-driven extraction: Uses your provided keywords to guide what the actor looks for in Facebook content (a strong fit for a Facebook phone number lookup scraper workflow).
• 🌍 Country code targeting: Select a country (e.g., “United Kingdom (+44)”) so extracted numbers are normalized with the intended dial code.
• 🎯 Stop at max results: You can set maxPhoneNumbers to stop once enough phone numbers are found—ideal for controlled lead lists.
• 💾 Real-time data saving: As soon as a phone number is found, the actor pushes a row to the dataset, so you don’t lose progress.
• 🛡️ Resilience for large runs: Includes built-in resilience patterns for harder-to-reach pages and continues iterating until limits are met.
• 🔄 Duplicate prevention: Tracks seen phone numbers so the dataset focuses on unique numbers (useful for Facebook contact list scraper cleanups).
• 📊 Dataset-ready fields: Outputs fields like keyword, title, description, url, phone_number, country, and dial_code for easy downstream use.

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Input

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

{
  "keywords": ["marketing", "founder"],
  "location": "London",
  "country": "United Kingdom (+44)",
  "maxPhoneNumbers": 20
}

Input Fields

Field	Required	Description
keywords	Yes	A list of keywords the actor uses to find relevant Facebook content where phone numbers may appear.
location	No	Filter by location (for example, “London” or “California”). Leave empty for global search.
country	Yes	Select the country to target for phone numbers (e.g., “United Kingdom (+44)”). This guides the dial code used with extracted numbers.
maxPhoneNumbers	No	Stop scraping after this many phone numbers are found. Higher limits may extend scraping duration. Accepts values from 1 up to 10000.

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Output

The actor saves each scraped item into a dataset as JSON rows, one record per unique phone number found.

Example output row:

[
  {
    "platform": "Facebook",
    "keyword": "marketing",
    "title": "No title",
    "description": "No data",
    "url": "No URL",
    "phone_number": "+447700900123",
    "country": "United Kingdom",
    "dial_code": "+44"
  }
]

Output Fields

Field	Type	Description
platform	string	Always set to "Facebook" for each row.
keyword	string	The keyword currently being processed when the phone number was found.
title	string	The title associated with the result item (may be "No title" if not available).
description	string	Text content used for phone number extraction (may be "No data" if not available).
url	string	The URL linked to the result item (may be "No URL" if not available).
phone_number	string	The extracted phone number formatted in E.164 format (e.g., +44...).
country	string	The selected target country name (derived from the country input).
dial_code	string	The dial code associated with the target country (derived from the country mapping).

After the run, you can export your dataset results to formats like JSON and CSV from the Apify Console dataset tab.

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How to use Facebook Phone Number Scraper (via Apify Console)

1. Open Apify Console
   Log in at console.apify.com and open the actor page for Facebook Phone Number Scraper.

2. Go to the INPUT section
   Paste your input JSON in the editor. The actor accepts keywords, location (optional), country, and maxPhoneNumbers (optional).

3. Set your target country and dial code
   Choose the appropriate country option (for example, “United Kingdom (+44)”). This helps normalize extracted phone numbers for your outreach lists—great for a Facebook business page phone number scraper use case.

4. Pick useful keywords
   Add specific terms that match your audience or offer (for example, Facebook phone number extraction tool workflows often benefit from tighter phrases).

5. Optional: limit how many results you want
   If you set maxPhoneNumbers, the actor stops after reaching that many unique phone numbers. For example, set 20 for testing, then raise it for bigger lead batches.

6. Run the actor
   Click Run. Watch the live logs to see progress and how many numbers are being found.

7. Open the dataset and export
   When the run completes, open the dataset view to review scraped rows (including phone_number, url, and dial_code), then export to JSON/CSV as needed.

No coding required—get more accurate Facebook phone number lists in minutes with Facebook Phone Number Scraper. ✅

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Advanced features & SEO optimization

• 📌 Engineered for Facebook phone number scraping: Specifically built to help you scrape phone numbers from Facebook using keywords plus country targeting, aligned with common Facebook contact scraper needs.
• 🔁 Designed for large tasks: Works with large scraping jobs by letting you control stop conditions (maxPhoneNumbers) and adjust how long runs can last via run settings.
• 🧩 Input normalization for better targeting: Treats keywords as a list and uses the selected country to apply dial code normalization in the output.
• 💾 Dataset-first workflow: Since each found number is pushed immediately, you can start using partial results sooner in your pipeline (CRM enrichment, lead deduping, analytics).

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Best use cases

• 📈 Lead generation teams building phone-based campaigns: Quickly assemble Facebook phone numbers for leads tied to relevant keyword categories.
• 🧪 Market researchers validating contact coverage: Measure how many public phone numbers appear for a niche across regions using country targeting.
• 🧠 Sales development teams researching prospect signals: Use url plus title/description context to prioritize outreach candidates.
• 🏢 Agency workflows for multi-client lead lists: Run automated Facebook phone scraper batches with different keywords and country settings.
• 💼 Recruiters and community managers finding local contacts: Locate public Facebook profile phone number scraper leads by target geography and topic keywords.
• 🧰 Data analysts enriching datasets: Import phone_number, dial_code, and country into your analysis tools for segmentation and funnel tracking.

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Technical specifications

• Supported Input Formats
  • ✅ keywords as an array of strings
  • ✅ location as a string (optional)
  • ✅ country as one of the predefined options like United Kingdom (+44)
  • ✅ maxPhoneNumbers as an integer (1–10000, default: 20)
• Proxy Support
  • ✅ Built-in proxy support for more reliable scraping
• Retry / Resilience
  • ✅ Includes resilience patterns for more robust runs on difficult pages
• Dataset Structure
  • ✅ Dataset rows contain platform, keyword, title, description, url, phone_number, country, dial_code
• Rate Limits & Performance
  • ✅ Large scraping tasks may take time; you can adjust run timeout in Run Options (default: 3600s / 1hr)
• Limitations
  • ❌ Results depend on publicly available phone number data on the target pages

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FAQ

Does the Facebook Phone Number Scraper only collect publicly available data?

✅ Yes. It collects information only from publicly available sources. It does not access private profiles, authenticated data, or password-protected content.

What input fields are required?

✅ You must provide keywords and country. You can optionally add location and maxPhoneNumbers.

What does maxPhoneNumbers do?

✅ maxPhoneNumbers stops the run after the actor finds that many phone numbers. Setting a higher limit may increase the overall scraping duration.

How are phone numbers returned—are they normalized?

✅ Yes. Output phone_number values are formatted in E.164 format, alongside country and dial_code for consistency.

Why might I get fewer phone numbers than expected?

✅ If results are fewer than expected, try broader keywords or different country settings. You can also increase maxPhoneNumbers (within your plan limits).

Is there a free-tier result limit?

✅ The actor applies a free user maximum of 100 phone numbers maximum. If you’re on a paid plan, that restriction is not applied.

Can I use the output in a CRM or spreadsheet?

✅ Yes. Each dataset row includes phone_number plus helpful context fields like url, keyword, and dial_code, making it straightforward to export to JSON/CSV and import into other systems.

Do you support automation via API or code?

✅ Apify actors are typically easy to automate in your workflows by running them with the same input fields shown above. You can also use Apify’s API tooling to trigger runs and fetch dataset outputs.

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Support & feature requests

Want to improve Facebook Phone Number Scraper? We’d love to hear from you—especially if you have ideas for how to make the results more useful for your Facebook phone number scraper workflow.

• 💡 Feature Requests: For example, request enhancements like CSV export options, additional output fields, or tighter filtering behaviors for lead quality.
• 📧 Contact: Email us at dataforleads@gmail.com.

Your feedback helps shape the roadmap for future improvements to Facebook Phone Number Scraper.

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If you need an SEO-optimized way to scrape Facebook phone numbers for leads, this Facebook Phone Number Scraper is built to deliver dataset-ready results fast.

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Disclaimer

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

You are responsible for complying with applicable laws and regulations (for example, GDPR/CCPA), spam regulations, and the target platform’s terms of service. For any data removal requests, contact dataforleads@gmail.com.

Please use Facebook Phone Number Scraper responsibly, ethically, and for legitimate purposes only.