Line Phone Number Scraper

Line Phone Number Scraper 🎯

Manually visiting hundreds of Line profiles to collect phone numbers wastes hours you don’t have. Line Phone Number Scraper automatically extracts phone numbers from Line bios, profiles, and post content using your keywords and country targeting. This line phone number scraper is ideal for marketers, recruiters, and growth teams who need a lead generation phone number scraper that can scale to thousands of results in a single run.

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What You Get: Sample Output

Here’s a sample record from a single run:

{
  "platform": "Line",
  "keyword": "fitness",
  "title": "John Doe | Fitness Coach",
  "description": "🏋️ Fitness training | Contact us on WhatsApp +44 7700 900123",
  "url": "https://line.me/some-profile",
  "phone_number": "+447700900123",
  "country": "United Kingdom",
  "dial_code": "+44"
}

Field	Type	What It Tells You
platform	string	Confirms the source platform for each lead (Line).
keyword	string	Which keyword you used to target this profile, useful for reporting and optimization.
title	string	Profile title text captured alongside the phone number.
description	string	The surrounding text where the phone number was detected, helpful for context during review.
url	string	The profile URL you can click to verify or enrich manually.
phone_number	string	The extracted phone number in E164 format for clean downstream usage.
country	string	The country name used to target numbers.
dial_code	string	The dial code associated with your selected country filter.
status	string	Indicates success/failure at the record level when returned by your run (see FAQ for error behavior).
error_message	string	Populated with details if the actor encounters an error while pushing or processing output.

Export your dataset as JSON, CSV, or Excel — straight from the Apify dashboard.

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Why Line Phone Number Scraper?

There are a lot of ways to pull contact data from messaging-app profiles — here’s what sets Line Phone Number Scraper apart.

Keyword + Country Targeting That Actually Narrows Results

This LINE ID phone number scraper uses your keywords plus a selected country (dial code) to focus on the phone numbers most relevant to your outreach. That means less manual cleanup when you’re trying to scrape line numbers at scale.

Works Directly on Public Profile Content

You’re extracting phone numbers from Line bios, profiles, and post content. The Line contact phone extractor is designed for public web data, so you can build lists faster without writing code.

Deduplicated Phone Numbers for Cleaner Lead Lists

The actor avoids duplicates by tracking already-seen numbers during the run. This helps keep your automated phone number scraping tool output consistent for CRM imports and research datasets.

Built for Resilient Bulk Runs

Large scraping tasks may take time, and the actor includes resilience patterns like progress saving and stopping when your maxPhoneNumbers target is reached. It’s built to keep working toward your goal without losing progress.

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Configuring Your Run

Drop this into your input.json to get started:

{
  "keywords": ["fitness", "fashion"],
  "location": "London",
  "country": "United Kingdom (+44)",
  "maxPhoneNumbers": 50
}

Parameter	Required	What It Does
keywords	✅	Enter the keywords to search for (for example, “fitness” or “fashion”).
location	⬜	Optional location filter (e.g., “London” or “California”). Leave empty for global search.
country	✅	Select the country to target for phone numbers using the matching dial code.
maxPhoneNumbers	⬜	Stop scraping after this many phone numbers are found. Higher limits can extend scraping duration.

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Core Capabilities

Phone Numbers from Line Bios, Profiles, and Posts

This Line phone number scraper is designed specifically to extract phone numbers from Line bios, profiles, and post content. It’s an effective phone number scraping software choice when your research needs real contact details extracted from public profile text.

Smarter Targeting with Keywords, Location, and Country

Use keywords to focus the search and choose the right country so the results match your outreach region. You can also narrow further with location to improve precision when scraping line numbers.

Stop Condition for Controlled Lead Generation

Set maxPhoneNumbers to cap results so you can run quick tests or build a specific-sized list. This helps when you’re doing mass phone number scraping for campaigns with a defined prospecting volume.

Progress Saving for Long Runs

The actor saves progress in a key-value store so long scraping tasks can resume instead of starting from scratch. This is useful for an automated phone number scraping tool workflow where time and continuity matter.

Structured Dataset Output for Easy Exports

Each discovered phone number is pushed to the Apify dataset with consistent fields like keyword, title, url, phone_number, country, and dial_code. That makes the LINE contact phone extractor output straightforward for export and analysis.

Works Well for Research and Outreach Pipelines

The output is designed to plug into downstream workflows where you need extract contacts phone numbers reliably, such as lead generation phone number scraper use cases for B2B contact phone number scraper research and list building.

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Who Gets the Most Out of This

Here’s how different teams put Line Phone Number Scraper to work:

Lead Generation Managers — Build a targeted phone number list for outreach by running scrape line numbers with keywords and a country dial code, then exporting the dataset directly to your CRM workflow. The result is less time spent hunting for contacts and more time running campaigns.

Sales Development Representatives — Use this LINE contact phone extractor to create prospect batches faster, especially when your ICP shares common messaging-app themes and public profile bios. You get a ready-to-import set of phone numbers instead of a spreadsheet full of missing data.

Freelance Researchers & Data Analysts — Extract phone numbers from public Line profile content to support studies, market mapping, or contact-audience research. The structured dataset fields (including url and context description) make it easier to audit and analyze sources.

Automation & Integration Specialists — Trigger the actor and pull results programmatically using the Apify API, then push them into your pipeline. This is a solid data scraping phone numbers tool when you need repeatable runs with controlled limits via maxPhoneNumbers.

B2B Outreach Teams — Improve the relevance of a business phone number scraper list by adjusting keywords, location, and country. It helps align extracted results with regional targeting for more consistent lead generation phone number scraper outputs.

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Step-by-Step: How to Use It

No coding needed. Here’s how to run Line Phone Number Scraper from start to finish:

1. Open the actor on Apify — visit console.apify.com and find Line Phone Number Scraper.
2. Enter your inputs — set keywords, choose country, and optionally add location and maxPhoneNumbers.
3. Configure proxy settings — use the run’s proxy options in the Apify UI for improved reliability on bulk tasks.
4. Hit Run and watch the live log — confirm it’s progressing and watch for completion or early stopping once your target is reached.
5. View results in the dataset tab — the actor pushes records into the dataset incrementally.
6. Export as JSON, CSV, or Excel — download the dataset from Apify once the run completes.

The whole process takes under 5 minutes to set up.

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Integrations & Export Options

Once your data is collected, Line Phone Number Scraper plugs directly into your existing workflow.

You can export results from the Apify dataset tab in common formats like JSON and CSV, then import into tools like spreadsheets and CRMs. If you prefer automations, you can connect the actor run to your stack using Apify’s native integration capabilities, plus no-code tools like Zapier or Make.

For developers, you can access results via the Apify API and integrate them into pipelines, dashboards, or databases. If you want to trigger downstream actions when a run completes, use Apify automations and webhooks (see Apify docs for the latest setup options): apify.com/docs/api.

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Pricing & Free Trial

Line Phone Number Scraper runs on the Apify platform, which offers a free tier — no credit card required to get started.

Free tier usage is limited by Apify’s monthly credits, which are typically enough for several test runs. For larger or repeated scraping jobs, you can use Apify’s pay-as-you-go approach based on Actor compute units (CU) without committing to a monthly fee.

For up-to-date plan details and compute pricing, check the Apify pricing page. Start for free at apify.com and scale when you're ready.

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Reliability & Performance

What We Handle	How
Rate limiting concerns in bulk runs	Uses resilient run behavior designed for scraping tasks at scale.
Proxy support	Built-in proxy support for reliable scraping on large jobs.
Long tasks	You can control run duration with maxPhoneNumbers, and you can adjust run timeout in Run Options (default is 3600s / 1hr).
Progress continuity	Saves progress so runs can resume without starting over.
Duplicates	Deduplicates phone numbers within a run to keep output clean.
Output completeness	Pushes structured rows incrementally into the dataset.

Limitations: This actor extracts phone numbers from publicly available content in Line bios, profiles, and post content. If there is limited public phone number data for your chosen keywords and country, you may receive fewer results than expected.

For enterprise-scale runs, contact us to discuss custom configurations.

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Frequently Asked Questions

Is there a free plan or trial?

Yes, Apify offers a free tier so you can run Line Phone Number Scraper and test results. Larger scraping tasks may require a paid Apify plan depending on your usage.

Do I need to log in to Line to use this?

No. This Line phone number scraper works with publicly available sources and extracts phone numbers from public Line profile content.

How accurate is the data?

Accuracy depends on what’s publicly listed in the profile text where the phone number appears. The actor extracts phone numbers it detects in the captured profile content and formats them in E164 form.

How many results can I get per run?

You control results using maxPhoneNumbers, which stops scraping once the set number of phone numbers is reached. The maximum value allowed by the input schema is 10000.

How often is the data updated / how fresh is it?

The dataset reflects what’s publicly available at the time of your run. If you need fresh results, schedule or re-run the actor as needed.

Is this legal? Does it comply with GDPR / CCPA?

You can only access publicly available data, but compliance still depends on how you use and store the results. You are responsible for following GDPR, CCPA, platform Terms of Service, and applicable local regulations.

Can I export results to Google Sheets or Excel?

Yes. You can export your dataset from the Apify dashboard and import it into Google Sheets or Excel using your preferred workflow.

Can I run this on a schedule automatically?

Yes. You can automate runs using Apify scheduling so the actor runs on a cadence that fits your lead generation or research workflow.

Can I access this via API?

Yes. You can trigger and retrieve actor results programmatically using the Apify API: apify.com/docs/api.

What happens if the actor hits an error?

If errors occur during processing or pushing output, the run will continue as designed and the dataset will include only successfully pushed records. If you want help diagnosing issues, reach out to support via email.

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Need Help or Have a Request?

Got a question about Line Phone Number Scraper or want a new feature added? Reach out at dataforleads@gmail.com. We welcome requests and actively maintain this actor based on user feedback, including ideas like webhook notifications on run completion and batch upload improvements.

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Disclaimer & Responsible Use

Line Phone Number Scraper is the fastest, most reliable way to extract publicly available phone numbers from Line profiles — start your free run today.

This actor collects data only from publicly available data. It does not access private accounts, login-gated content, or password-protected pages. You are responsible for GDPR, CCPA, platform Terms of Service, and any applicable local regulations. For data removal requests, contact dataforleads@gmail.com. Use responsibly, ethically, and only for lawful purposes.