Phone Number Scraper for Public Listings

Our Phone Number Scraper renders JavaScript, rotates residential proxies, and bypasses bot detection. Send the URL, get the data back.

Key Benefits:

Streamline your lead generation process now Reduce time spent on data collection Quickly gather accurate phone numbers
Capterra badge based on 100+ reviews.
ScrapingBee
Extracting data from website
Block ads on page to scrape
Use a pre-saved request configuration
Take a screenshot of the full page to scrape
Mike Ritchie

Mike Ritchie

CEO @ SeekWell

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ScrapingBee simplified our day-to-day marketing and engineering operations a lot. We no longer have to worry about managing our own fleet of headless browsers, and we no longer have to spend days sourcing the right proxy provider

Phone Number Scraping. Three Real Patterns

Phone number scraping covers three common jobs: collecting contact numbers for outreach lists, extracting support line numbers for benchmarking, and gathering customer feedback.

Collect Contact Phone Numbers

Extracting contact phone numbers aids in lead generation, allowing businesses to build targeted outreach lists for efficient marketing and strategic growth.

Extract support contact numbers

Extracting support contact numbers enhances competitor analysis, enabling organizations to benchmark service responsiveness and implement effective business strategies.

Collect customer feedback

Extracting customer feedback through phone number scraping helps inform product improvements, enhancing decision-making and aligning with market needs.

Transparent Phone Number scraper pricing

Cancel anytime, no questions asked!

API Credits
Concurrent requests
JavaScript rendering
Rotating & Premium Proxies
Geotargeting
Screenshots, Extraction Rules, Google Search API
Priority Email Support
Dedicated Account Manager
Team Management
Freelance $49/mo
250,000
50
-
-
-
Startup $99/mo
1,000,000
100
-
-
Business + $599/mo
8,000,000
400
All prices are exclusive of VAT.

Need more credits and concurrency per month?

Not sure what plan you need? Try ScrapingBee with 1,000 free credits.

(No credit card required)

How it works

Manually collecting phone number data is slow, limited and hard to scale. That's why more and more teams choose our API.

STEP 1

Create an account - get instant access to API key and 1,000 free credits to get started

STEP 2

Install our Python SDK (or Node, Go, PHP, Ruby - pick your stack). Pulling phone number data becomes a single function call per page. No proxy rotation, no headless Chrome to manage.

STEP 3

One HTTP call: your API key plus any URL with public phone numbers. Behind the scenes we rotate proxies, fingerprint-spoof, and render JS. Clean response comes back ready to parse.

STEP 4

When scraping phone number data needs more, gain advanced parameters. render_js for JavaScript, stealth_proxy for CAPTCHAs, country_code for geo-targeting, ai_extract_rules for natural-language data extraction.

Phone Number Scraper - One Call In. Clean Data Out

Pull public phone-number data at scale. Business name, phone, location, and contact metadata all parse in one call across public directories and business pages.

AI-Powered Data Extraction

Utilizing advanced AI capabilities, you can extract phone numbers tailored to specific web elements, enhancing efficiency in data scraping. Ask in natural language - get results instantly.

AI Web Scraping

Capture Page Screenshots

Capture visual data from Phone Number instantly. Useful to see how a real browser renders the pages.

Screenshot Scraper

Extract Google search results for Phone Number

Extract Phone Number data from Google Search results with our API. No rate limits. No complexity. Just pure search intelligence.

Explore Google Search Scraper

Run JavaScript scenarios

Click, scroll, wait for dynamic content to appear, or just run some custom JavaScript code. Our JavaScript scenarios simulate real user behavior.

JavaScript Scraper

Get markdown or plain text

Extract structured contact data as Markdown or plain text. Improves data accessibility for downstream analysis and integration.

Markdown Scraper

No-code automation with n8n

Scrape public phone-number data by automating phone-data monitoring workflows with n8n and our API. No scraper code required.

n8n Scraper

Trusted by 4,000+ developers and data teams

★ ★ ★ ★ ★

Scraping is 50% dealing with ever-changing HTML files and 50% massaging data into a useable format. ScrapingBee’s incredible AI feature can do both much better than I ever could. Now I can spend 100% of my time on what matters most; my business.

Arvid Kahl

Arvid Kahl,

Founder at Podscan

★ ★ ★ ★ ★

ScrapingBee helps us to retrieve information from sites that use very sophisticated mechanism to block unwanted traffic, we were struggling with those sites for some time now and I'm very glad that we found ScrapingBee.

Anton R

Anton R,

CTO

See review on
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★ ★ ★ ★ ★

ScrapingBee clear documentation, easy-to-use API, and great success rate made it a no-brainer.

Dominic Phillips

Dominic Phillips,

Co-Founder at CodeSubmit

★ ★ ★ ★ ★

I'm a PhD candidate with absolutely no web scraping experience and needed to scrape some data for a dissertation project. ScrapingBee helped me get the job done quickly and easily. Excellent customer support too. Couldn't be happier!

Sam,

PhD candidate

See review on
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★ ★ ★ ★ ★

So easy to set-up, straightforward and performance. They are reachable and kind, they introduced us properly their tool and offered the best solution for our need.

Maxime Y

Maxime Y,

Product Manager @ NordFolk

See review on
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★ ★ ★ ★ ★

Great SaaS tool for legitimate scraping and data extraction. ScrapingBee makes it easy to automatically pull down data from the sites that publish periodic data in a human-readable format.

Andy Hawkes

Andy Hawkes,

Founder at Loadster

★ ★ ★ ★ ★

Good experience. I found this proxy service more effective compared to previous ones that were being used. It is fast and efficient.

Aayushi,

Senior analyst

See review on
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★ ★ ★ ★ ★

Fantastic service: works flawlessly, best support I've experienced. It just works: and its parsing meta-language is wonderfully powerful. Most importantly, the support I've received has been superlative.

Mike P.

Mike P.,

VP

See review on
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★ ★ ★ ★ ★

Excellent service, glad we made the switch! We could always dedicate resources and build our own systems for everything... or we could simply call the scrapingBee API and focus on the data. It makes our work so much easier.

Daniel L,

Lead dev

See review on
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Recognized for excellence
in web scraping

Capterra rating
Capterra Most Recommended 2026 Capterra Best Customer Support 2026 Capterra Best Ease of Use 2025 Capterra Best Functionality 2025

You're in great company

3,500+ developers use ScrapingBee to handle proxies, browsers, and anti-bot bypass.

What Our Scraper Reads from Phone Number

Every page with public phone numbers returns business name, phone number, address, contact role, and operating hours where exposed.

Setup in Under Five Minutes

Clear examples in Python, Node.js, cURL, and the request builder. Copy the snippet, swap in your API key, send the request.

Talk to Sales

From Phone Number URL to Clean JSON

Our API ingests Phone Number URLs plus your extraction logic. JS renders behind the scenes, you receive clean structured output.

Web Scraper
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ScrapingBee in numbers

4 000 +
Trusted by developers
4.9
Average rating
100+
Reviews on Capterra

Scraping Tutorials

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Using cURL with a proxy

Learn how

Developer Experience

Top-rated support &
documentation

Our team is here to guide you when you need the extra assistance. And we're constantly working on new features to make your life easier.

Fantastic documentation

Take a look at our documentation and get started in minutes!

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Code samples

Whatever the programming language you enjoy, we have written code examples in Java, Python, Go, PHP, cURL and JavaScript.

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Knowledge Base illustration

Knowledge base

Our extensive knowledge base covers the most frequent use cases with code samples.

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Exceptional support

Fast, engineer-led support via live chat or email

Explore web scraping insights

Check out our documentation to find out more on how to utilise our API for your scraping needs.

AI Data Extraction

JS Rendering

Stealth Proxy

Screenshots

Custom Cookies

Download Images

More markets. More opportunities.

Expand your data collection beyond this scraper.

Why ScrapingBee?

The most reliable web scraping API, trusted by 4,000+ developers worldwide.

Perfect for:
  • Data analysts
  • Growth teams
  • Developers
  • E-commerce businesses

GDPR and CCPA compliant

ScrapingBee does not collect or store personal data from scraped sites unless their user explicitly requests it.

CAPTCHA bypass capacity

We handle proxy rotation to avoid IP-based blocking. With headless browser rendering, we mimic real user browsing behaviour and reduce the blocking risk.

Scalable

The platform scales smoothly with thousands of headless browsers and rotating proxies, ensuring fast, reliable performance even during traffic spikes.

Speed and accuracy

We deliver fast, reliable results in 1-5 seconds with high accuracy across most sites, even JavaScript-heavy ones.

Phone Number Scraper FAQs

Is scraping phone number data legal?

Public-facing pages can usually be scraped, but always review the target site's terms of service before deploying, and avoid post-login content.

What data can I extract from phone number data?
How do I start scraping phone number data?
Will I get blocked when scraping phone number data?
Can I scrape phone number data without writing code?
How do I handle JavaScript when scraping phone number data?