Best Facebook Phone Number Scraper

Facebook Phone Number Scraper 📱🔎

Facebook Phone Number Scraper extracts phone numbers from Facebook profiles, groups, and pages using your keyword inputs and country targeting. If you’re looking for a facebook phone number scraper, a facebook scraper for phone numbers, or an extract phone numbers from facebook workflow for lead lists, this actor helps you collect relevant contact-style phone numbers from public web data—saving you hours of manual work.

Whether you’re a marketer, recruiter, or data enthusiast, you can use Facebook Phone Number Scraper as a facebook lead scraper phone number tool to gather phone contacts at scale, then export the results for further enrichment, outreach, and analysis.

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Why choose Facebook Phone Number Scraper?

Feature	Benefit
✅ All-in-one phone number extraction	Extracts phone numbers along with page context like title, description text, and source URL in one run
✅ Configurable targeting	Focuses results using Search Terms, a Country dial code, and a Source Type filter
✅ Reliability with resilient scraping	Includes retries and fallback behavior for improved continuity during runs
✅ Structured dataset output	Produces consistent fields like phone_number, country, dial_code, url, and source_type
✅ Scale controls	Lets you stop at your defined maxPhoneNumbers limit to match your project scope
✅ Automation-ready	Pushes results incrementally to the output dataset for easy exporting and downstream processing

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Key features

• 📊 Structured phone number dataset: Saves each discovered number with context fields such as keyword, title, description, url, and source_type
• 🔍 Keyword-driven discovery: Uses your provided searchTerms to find relevant Facebook contacts and phone numbers
• 🌍 Country dial code targeting: Formats numbers using the selected country’s dial code mapping and stores both country and dial_code
• 🧩 Source type filtering: Choose from All, Profiles, Reels, Posts, Groups, Videos, Photos, Events, or Marketplace to better match your data needs (great for “facebook groups phone number scraper” style use cases)
• 🛡️ Resilient operation: Includes retry logic and stopping rules to keep runs stable over time
• 💾 Incremental saving to dataset: Pushes each row immediately, so you can export results even if you stop early
• 🧹 De-duplication across runs: Tracks and avoids pushing phone numbers already seen during the run (unique collection for your “facebook phone number extraction tool” workflow)
• 🎯 Hard limit protection: Stops automatically once maxPhoneNumbers is reached (useful for controlled lead list building and “facebook lead scraper phone numbers” projects)

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Input

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

{
  "country": "United States (+1)",
  "maxPhoneNumbers": 50,
  "searchTerms": [
    "fitness coaches",
    "real estate agents"
  ],
  "sourceRegion": "Groups"
}

Input Fields

Field	Required	Description
country	Yes	Select the country to target for results. This also controls the dial code used for phone number formatting.
maxPhoneNumbers	Yes	Stop scraping after this many phone numbers are found (helps you keep runs focused and predictable).
searchTerms	Yes	Enter keywords to find relevant Facebook profiles/pages (for example: “Fitness Coaches”, “Real Estate”).
sourceRegion	Yes	Choose the type of Facebook content to target: All, Profiles, Reels, Posts, Groups, Videos, Photos, Events, or Marketplace.

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Output

The actor saves each discovered phone number row into a dataset as JSON-compatible records with the following fields.

Example output row:

[
  {
    "keyword": "fitness coaches",
    "title": "No title",
    "description": "No data",
    "phone_number": "+14155552671",
    "country": "United States",
    "dial_code": "+1",
    "url": "https://www.facebook.com/example",
    "source_type": "Groups"
  }
]

Output Fields

Field	Type	Description
keyword	string	The keyword from searchTerms that led to this result
title	string	The title text captured from the result page block (may be “No title”)
description	string	Extracted text from the result description area (may be “No data”)
phone_number	string	The formatted phone number in E.164 style
country	string	Target country name (derived from your selected country)
dial_code	string	Dial code string for the selected country
url	string	Source URL where the phone number context was found
source_type	string	The selected sourceRegion value used for targeting

You can export the dataset after the run in common formats like JSON and CSV (depending on your Apify workflow).

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

1. Open Apify Console
   Log in at https://console.apify.com and open the Actors tab.

2. Find the actor
   Search for Facebook Phone Number Scraper and open its details page.

3. Go to the INPUT section
   Use the built-in input form (or switch to editing input.json).

4. Set your targeting
   Choose country, pick a sourceRegion (for example, Groups if you want “facebook groups phone number scraper” style results), and add your searchTerms.

5. Set your limit
   Adjust maxPhoneNumbers to control how many phone numbers the run should collect.

6. Run the actor
   Click Run. Watch the logs for progress like discovered numbers being pushed to the dataset and when the max limit is reached.

7. Review results in the dataset
   Open the OUTPUT tab, open the dataset (scraped phone numbers), then export to JSON or CSV for your CRM, spreadsheet, or enrichment pipeline.

No coding required—get accurate results in minutes with Facebook Phone Number Scraper.

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Advanced features & SEO optimization

• 🔍 Engineered for “facebook phone number scraper” lead workflows: Works as a dedicated facebook contact scraper for phone-number discovery using your keyword and phone-targeting settings
• 🔄 Resilience-focused execution: Designed to continue smoothly using retries, fallbacks, and controlled stopping conditions (helpful when running larger keyword batches)
• 🧠 Automatic normalization & parsing: Formats discovered numbers into E.164 and attaches consistent metadata for analysis and deduping
• 💾 Incremental dataset publishing: Each result is pushed as it’s found, which makes “facebook page phone number scraper” and similar use cases easier to monitor and export
• 🌐 Consistent output for “facebook email and phone number scraper” workflows: Even though this actor outputs phone numbers, it includes enough page context fields (title, description, url) to support combined research tasks

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Best use cases

• 📈 Sales teams building lead lists: Quickly gather phone contacts tied to niche keywords and a chosen sourceRegion, then import into your outreach workflow
• 🎓 Market researchers analyzing regional contact availability: Compare phone presence across countries using the actor’s country + dial_code targeting
• 🏢 Agency enrichment for local businesses: Use searchTerms to focus on business types and capture phone numbers for follow-up research
• 🧑‍💼 Recruiters sourcing community contacts: Find contact phone numbers relevant to role-related keywords using consistent dataset fields
• 🧩 Data analysts creating structured contact datasets: Convert the dataset into a clean table for deduplication, segmentation by source_type, and quality checks
• 💻 CRM automation pipelines: Feed the exported dataset into a system that enriches and sequences outreach leads over time

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Technical specifications

Supported Input Formats

• ✅ searchTerms as an array of strings
• ✅ country as a single selected value (e.g., “United States (+1)”)
• ✅ sourceRegion as one of: All, Profiles, Reels, Posts, Groups, Videos, Photos, Events, Marketplace
• ✅ maxPhoneNumbers as an integer from 1 to 10000

Proxy Support

• ✅ Built-in proxy support for reliable scraping

Retry Mechanism

• ✅ Includes retries and fallbacks for resilience

Dataset Structure

• ✅ JSON records containing: keyword, title, description, phone_number, country, dial_code, url, source_type

Rate Limits & Performance

• ✅ Use maxPhoneNumbers to control runtime scope
• ✅ Results are pushed incrementally, so you can export mid-run if needed

Limitations

• ❌ Only collects phone numbers that can be found in publicly available sources
• ❌ Results depend on how phone numbers appear on target pages for the chosen sourceRegion and country

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FAQ

Does Facebook Phone Number Scraper collect phone numbers from private Facebook profiles?

❌ No. Facebook Phone Number Scraper collects information only from publicly available sources. It does not access private or restricted profile data.

What should I put in searchTerms?

✅ Use keywords related to the businesses or communities you want to target, such as “fitness coaches” or “real estate agents”. These help the actor find relevant Facebook pages and associated phone numbers.

Which sourceRegion is best for finding more business contacts?

💡 Many users prefer Groups or Marketplace when building outreach lists, since those categories often surface contact-style phone numbers. You can compare runs across sourceRegion values to find what works best for your niche.

How does maxPhoneNumbers work?

✅ maxPhoneNumbers stops the run once the actor has collected that many unique phone numbers (it will stop early if your limit is reached).

Does the actor export results automatically?

✅ The actor saves results incrementally to the dataset. You can then export the dataset (for example to JSON or CSV) from the Apify console output.

Can I resume a run if it gets interrupted?

✅ The actor stores progress internally and uses it to resume by continuing from prior state (including the set of already seen phone numbers).

Do I need any code to use this actor?

💻 No. You can run it directly from Apify Console by filling out the input fields and clicking Run.

Is the output suitable for lead generation and CRM import?

✅ Yes. Each row includes phone_number plus supporting fields like url, title, description, and source_type, which makes it easier to validate and route leads in downstream systems.

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Support & feature requests

Want to improve Facebook Phone Number Scraper or request enhancements for your “facebook phone number scraper” workflow? 💡 Share your ideas and feedback.

• 💡 Feature Requests: Examples include adding more export-friendly fields, improving dataset formatting, or supporting additional targeting modes for “facebook page phone number scraper” use cases
• 📧 Contact: Email dataforleads@gmail.com

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

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Closing CTA / Final thoughts

If you need the most practical Facebook Phone Number Scraper for structured phone leads, start with your searchTerms, set a realistic maxPhoneNumbers, and let the actor build your dataset automatically. 🚀

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Disclaimer

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

It is your responsibility to comply with applicable laws and regulations (including GDPR/CCPA where relevant), spam rules, and platform terms of service while using the data. For data removal requests, contact dataforleads@gmail.com.

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