LinkedIn Phone Number Scraper

🔍 LinkedIn Phone Number Scraper

LinkedIn Phone Number Scraper helps you find public phone numbers that professionals, executives and companies publish on linkedin.com, in public profiles, company pages and posts. Enter keywords such as CEO or director, choose a country, and the Actor returns validated phone numbers with the page title, the text snippet that contains each number, and a direct link to the source page.

It is built for B2B sales teams, recruiters, founders and agencies who want to reach decision-makers without copying contact details from profiles by hand. The LinkedIn Phone Number Scraper uses only publicly available information, so you don't need a LinkedIn account, Sales Navigator seat or API access.

🚀 Quick start: Open the LinkedIn Phone Number Scraper, add keywords like CEO or director, select a country such as United Kingdom (+44), set your phone number limit and click Start. Results appear in a dataset you can export to CSV, Excel or JSON.

✨ LinkedIn Phone Number Scraper – Key Features

The LinkedIn Phone Number Scraper turns keyword searches into a structured list of professional and company contacts you can verify and use.

• 🔑 Keyword-based search – target roles, niches or topics such as CEO, director, recruiter, founder or consultant.

• 🌍 194 countries supported – pick a country and its dial code; only numbers valid for that country are kept.

• ✅ Validated phone numbers – every number the LinkedIn Phone Number Scraper saves is checked and stored in the international E.164 format, such as +441514960647.

• 🧹 Automatic de-duplication – each phone number appears only once per run, even when several keywords find it.

• 🔗 Source context included – every record has the page title, the public snippet and the LinkedIn URL.

• 💾 Structured output – export as JSON, CSV, Excel, XML or HTML, or read results through the Apify API.

• 🔄 Reliable long runs – if the platform restarts a run, the LinkedIn Phone Number Scraper continues without saving duplicate numbers.

🔹 Why use the LinkedIn Phone Number Scraper?

Benefit	What it means for you
No login needed	Works with publicly available linkedin.com pages only
Clean contact data	Validated, de-duplicated numbers in one consistent format
Easy to verify	Source URL and text snippet for every phone number
Predictable costs	Result limits and spending caps keep each run under control

📊 What Data Does the LinkedIn Phone Number Scraper Extract?

The LinkedIn Phone Number Scraper saves one record per phone number. Each record connects the number to the keyword that found it and the public LinkedIn page it came from.

Field	Description	Example
phone_number	Validated phone number in E.164 format	+441514960647
country	Country selected in the input	United Kingdom
dial_code	Country calling code	+44
keyword	Keyword that found this number	CEO
title	Title of the source page	Maya Rowe – CEO at Harbourline…
description	Public text snippet where the number appears	across Europe. Direct line: +44 151…
url	Direct link to the source page	https://uk.linkedin.com/in/…
platform	Platform the record comes from	LinkedIn
proxyGroups	Technical information about the connection used for the run	–

Professionals on LinkedIn sometimes write a number into the parts of their page that anyone can see. The LinkedIn Phone Number Scraper can return numbers from:

• 👤 Public profiles – where headlines or About sections list a direct or office number.

• 🏢 Company pages – where businesses describe their services and main contact line.

• 📝 Public posts and articles – that mention hiring, events, bookings or a call-back number.

• 💼 Job listings – and other public linkedin.com pages that show a number in their title or snippet.

🔒 Public data only: The LinkedIn Phone Number Scraper reads publicly visible titles and snippets. It does not access the Contact info section, private profiles, messages, connection lists or any account data.

📌 What to expect: LinkedIn shows the Contact info section only to logged-in members, so the Actor finds only numbers people chose to write in public headlines, About sections, posts or company pages. Senior roles combined with an industry term usually return more.

🚀 How to Use the LinkedIn Phone Number Scraper

You can run the LinkedIn Phone Number Scraper in a few minutes without writing any code.

• Step 1 – Open the Actor: open LinkedIn Phone Number Scraper in Apify Console and go to the Input tab.

• Step 2 – Add keywords: enter roles, niches or terms such as CEO, director, founder or recruiter.

• Step 3 – Choose a country: select the country whose phone numbers you need. The dial code is applied automatically.

• Step 4 – Set your limit: enter the maximum number of phone numbers and decide whether it applies per keyword or to the whole run.

• Step 5 – Start the run: click Start and follow the log. The LinkedIn Phone Number Scraper processes keywords in the order you entered them.

• Step 6 – Export your data: download the dataset as CSV, Excel or JSON, or send it to your CRM.

⏰ Large searches: For high phone-number limits or many keywords, increase the timeout in Run options. The default timeout is 3,600 seconds (1 hour).

🧭 How to Find Phone Numbers of LinkedIn Decision-Makers by Keyword and Country

Keyword and country together decide which phone numbers you receive. The LinkedIn Phone Number Scraper looks for public linkedin.com pages that match your keyword and contain a number valid for the selected country, then extracts and validates every number it detects.

For example, to reach UK property executives, combine CEO, director and property with United Kingdom (+44). To find recruitment agencies in the UAE, try recruiter and founder with United Arab Emirates (+971).

🔹 Choosing keywords that return more phone numbers

• Use senior job titles such as CEO, director, owner or managing partner.

• Use industry terms such as logistics, real estate, fintech or construction.

• Use hiring words such as recruiter, talent or hiring to reach companies that are growing.

• Add several short, related keywords instead of one long, narrow phrase.

💡 Can the LinkedIn Phone Number Scraper Limit Phone Numbers per Keyword or per Run?

Yes. The LinkedIn Phone Number Scraper gives you two ways to apply the Max Phone Numbers limit, controlled by the Per Keyword Scrape Max Contacts switch.

Setting	How the limit works	Example with 3 keywords and a limit of 50
ON (default)	The limit applies to each keyword separately	Up to 150 phone numbers in total
OFF	The limit applies to the whole run	Up to 50 phone numbers in total

With the switch ON, every keyword gets its own share, so one popular keyword cannot use up the whole limit. With the switch OFF, the LinkedIn Phone Number Scraper stops as soon as the total is reached.

⚠️ Heads-up: With the switch ON, a run can collect – and be billed for – up to Max Phone Numbers × number of keywords, and it takes proportionally longer.

🎯 LinkedIn Phone Number Scraper – Use Cases

The LinkedIn Phone Number Scraper fits any workflow where you need direct contact with decision-makers and growing companies.

• 📈 B2B lead generation – build call lists of CEOs, directors and owners in your target industry.

• 🧑‍💼 Recruitment and headhunting – contact candidates and hiring managers who share a public number.

• 🤝 Agency prospecting – find companies that may need marketing, IT or consulting services.

• 🚀 Partnership outreach – reach founders for joint ventures, distribution or investment talks.

• 📊 Market research – see how many executives in a sector publish contact numbers in a country.

• 🗂️ CRM enrichment – add phone numbers and LinkedIn links to existing lead records.

📥 LinkedIn Phone Number Scraper Input

The LinkedIn Phone Number Scraper uses a simple input form. Only Keywords and Country are required.

Field	Type	Required	Description
keywords	List of text	Yes	Keywords to search for, such as roles, niches or names. Default: CEO, director
country	Select	Yes	Country of the phone numbers you need, shown with its dial code. Default: United Kingdom (+44)
maxPhoneNumbers	Number (1–10,000)	No	Maximum number of phone numbers to collect. Default: 5
perKeywordMaxContacts	On/Off	No	ON: the limit applies to each keyword. OFF: the limit applies to the whole run. Default: ON
proxyConfiguration	Proxy settings	No	Optional connection settings. The default works for most users

🔹 Example input for the LinkedIn Phone Number Scraper

{
    "keywords": [
        "CEO",
        "director"
    ],
    "country": "United Kingdom (+44)",
    "maxPhoneNumbers": 5,
    "perKeywordMaxContacts": true
}

💡 Note: A higher limit allows more potential results but does not guarantee reaching that number. The LinkedIn Phone Number Scraper stops early when no more matching public numbers are available.

📤 LinkedIn Phone Number Scraper Output

Every phone number the LinkedIn Phone Number Scraper finds is saved as a separate record in the run's dataset. Here is a sample of two records:

[
    {
        "phone_number": "+441514960647",
        "country": "United Kingdom",
        "dial_code": "+44",
        "keyword": "CEO",
        "title": "Maya Rowe – CEO at Harbourline Freight | LinkedIn",
        "description": "CEO of a Liverpool freight forwarder helping small firms ship across Europe. Direct line: +44 151 496 0647.",
        "url": "https://uk.linkedin.com/in/maya-rowe-harbourline",
        "platform": "LinkedIn"
    },
    {
        "phone_number": "+442920180394",
        "country": "United Kingdom",
        "dial_code": "+44",
        "keyword": "director",
        "title": "Westgate Build Group | LinkedIn",
        "description": "Construction and fit-out contractor in Cardiff. Our director of projects is hiring site managers – call 029 2018 0394.",
        "url": "https://www.linkedin.com/company/westgate-build-group",
        "platform": "LinkedIn"
    }
]

Each record also includes the technical proxyGroups field. Local formats such as 029 2018 0394 are converted to the international format +442920180394.

🔹 Export and integration options

• 📁 Download the dataset as JSON, CSV, Excel, XML or HTML.

• 🔌 Use the Apify API to start LinkedIn Phone Number Scraper runs and fetch results from your own scripts or apps.

• ⏱️ Schedule runs to refresh your results daily, weekly or monthly.

• 🔗 Connect integrations such as webhooks, Make or Zapier to send new contacts to your CRM or spreadsheet.

💰 LinkedIn Phone Number Scraper Pricing

The LinkedIn Phone Number Scraper is priced per result: you pay for each phone number record saved to your dataset. The current price is always shown on the Actor's Pricing tab.

Plan or setting	What happens
Free Apify plan	Each run returns up to 20 phone number results
Paid Apify plan	Each run returns up to your Max Phone Numbers limit
Maximum cost per run	The run stops when your limit is reached, so you are not billed beyond it

💡 Cost tip: Start with a small limit, such as 5–20 phone numbers, to test your keywords before you launch a large LinkedIn Phone Number Scraper run.

🛠️ LinkedIn Phone Number Scraper Tips and Best Practices

Follow these tips to get more useful results from the LinkedIn Phone Number Scraper:

• 🧪 Test first – run two or three keywords with a low limit to see which ones return numbers.

• 🔁 Low results? Re-run with broader keywords, more related terms or a different country.

• 🌍 Match the country to your audience – numbers are validated for the selected country only.

• 🔍 Check the profile – open the url and confirm the person's role and company before you call.

⚖️ Use data responsibly: Phone numbers are personal data in many countries. Follow privacy laws such as GDPR and CCPA and local telemarketing and anti-spam rules, respect opt-out requests and never use the data for spam.

❓ LinkedIn Phone Number Scraper – Frequently Asked Questions

🔹 What is a LinkedIn phone number scraper?

It is a tool that collects phone numbers published on public LinkedIn pages. The LinkedIn Phone Number Scraper on Apify does this automatically for your keywords and country and returns validated, structured results.

🔹 How do I find a CEO's phone number on LinkedIn?

Enter role keywords such as CEO or director, add an industry term, choose the country and start the run. The LinkedIn Phone Number Scraper collects numbers that executives and companies have written on public LinkedIn pages.

🔹 Do I need a LinkedIn account or Sales Navigator?

No. The Actor works only with publicly available information, so it needs no LinkedIn login, cookies, Sales Navigator seat or API access. You only need an Apify account.

🔹 Why did the LinkedIn Phone Number Scraper return fewer phone numbers than my maximum?

The maximum is an upper limit, not a guarantee. If only a few public pages match your keyword and country, the LinkedIn Phone Number Scraper finishes early with the numbers it found. Try broader keywords, more keywords or another country.

🔹 Can the LinkedIn Phone Number Scraper collect numbers from a specific country?

Yes. Choose one of 194 countries in the Country field. Only numbers valid for that country are saved, together with the country name and dial code.

🔹 In what format does the LinkedIn Phone Number Scraper save phone numbers?

All numbers are saved in the international E.164 format, such as +441514960647, which works well with CRMs, dialers and spreadsheets.

🔹 Does the LinkedIn Phone Number Scraper remove duplicates?

Yes. Each phone number is saved only once per run, even if several keywords or pages contain it. The first keyword that found the number is stored in the keyword field.

🔹 Can I run the LinkedIn Phone Number Scraper on a schedule or through an API?

Yes. You can schedule runs in Apify Console, start them with the Apify API, and send the results to other tools with webhooks or integrations.

🔹 Is it legal to use a LinkedIn Phone Number Scraper?

The LinkedIn Phone Number Scraper collects only publicly available data. You are responsible for using it in line with GDPR, CCPA and local telemarketing rules.

📬 LinkedIn Phone Number Scraper Support

Have a question about the LinkedIn Phone Number Scraper, found an issue, or need a tweak or a custom build? Get in touch – feedback and feature requests are always welcome.

• contact me by email : alphascraper69@gmail.com