Service · Company & B2B Databases

Phone Number Scraping

We configure a phone number scraper for your niche. We collect business phone numbers from websites, directories, listings, and maps. Every number is normalized to a single format, cleaned of duplicates, and matched to a company. The result is a call-ready list for your sales team and call center, not a pile of digits. We do not collect consumer phone numbers.

mobile and landline in one format numbers matched to companies sample database free
Phone Number Scraping
who it's for

Who Needs Phone Number Scraping

The phone is still the main B2B sales channel. A ready-made call list determines how fast you reach the market.

Sales teams and call centers

A call list for your niche and region: numbers with company name, category, and address. Scripts get personalized from the company profile.

Distributors and suppliers

Reach every location in a category and region: from stores to service shops. Numbers for talks with future partners.

CRM teams

Refresh phone numbers in your customer database: outdated numbers get updated, closed businesses get flagged.

Agencies and integrators

Contact databases for client projects without hunting for numbers across websites by hand.

engagement models

Phone Number Scraping Options

Three formats to fit the task: a one-time export, scheduled data delivery, or a custom solution. Pricing depends on sources, volume, and frequency. You get a quote before we start.

One-time export
Base

A phone database for a niche and region, built once: to launch a calling campaign or test a hypothesis.

  • Directories, listings, maps, and company websites
  • Number normalization and deduplication
  • Export to CSV, Excel, JSON, XML
  • Fields mapped to your CRM and dialer
Custom solution
Custom

Turnkey data as a service: API access, DaaS, or a ready-made interface, dozens of sources, and an SLA.

  • API access, DaaS, or web interface
  • Dozens to hundreds of sources
  • SLA for timelines and quality
  • Integration with your systems
transparent pricing

How Pricing Works

How much does a phone number scraper cost? The price is built from clear factors: from the number of sources to the size of the database. We send a quote and a data sample before work starts.

Number of sources
How many directories, maps, and websites need to be crawled.
Data volume
The number of companies, phone numbers, and fields in the export.
Update frequency
A one-time export or a regularly refreshed database.
Source complexity
Dynamic web pages and the level of anti-bot protection.
Delivery format
A file, a refreshing feed, an API, or a ready-made web interface.
Extra processing
Profile enrichment: email addresses, websites, company social profiles.

Priced for your task

Describe your niche, regions, and target number count, and we'll come back with a cost estimate, timeline, and a sample database within one business day.

projects from $150

What a Phone Number Scraper Is

A phone number scraper is a program that crawls open sources and collects business phone numbers into a database. The sources: directories, listings, maps, and company websites. The output is not just a list of numbers but company profiles with name, address, and category.

What does the word "scraping" mean? The term describes automatically reading web pages and extracting the data you need from the HTML code: text, links, prices, contacts. What is a scraper in plain terms? A robot that reads websites instead of a human and files the information into a spreadsheet. What a scraper means for business: speed and completeness of collection. All you do is define the niche and parameters. Manual research across websites is no longer needed.

Why scraping beats manual research:

  • speed: hundreds of pages per minute instead of copy-paste;
  • completeness: numbers from every page of a site, including contact pages and the footer;
  • cleanliness: duplicates and dead numbers are filtered out automatically;
  • structure: every phone number comes with a company profile.

How the Phone Scraper Works

We start from organizations, not from random numbers. Everything begins with a company list. The process looks like this:

  • a list of companies in the niche is built: directories, listings, maps;
  • the scraper crawls each company's website: contact pages, locations, footer;
  • phone numbers and the labels next to them are extracted from the HTML code;
  • each number is matched to the organization's profile;
  • duplicates are merged, accounting for branch locations and chains' shared numbers.

Then comes normalization. All numbers are converted to a single international format. The type is detected automatically: landline, mobile, or a chain's central line. Where sources conflict, fresher data wins. A number confirmed by several sources at once makes the record more reliable.

Every number is stored with its source: a link to the page where it was found. Every contact in the database has a transparent origin.

A note on scope: full company profiles are collected by business listing scraping, while locations and contacts from maps are extracted by Google Maps scraping.

Do We Collect Mobile Numbers

Yes. The database includes landline and mobile numbers that companies themselves have published online. The type is stored in a separate field. Your dialer and call center get clear labels: who to call first.

We never build databases of private individuals' mobile numbers in any form. We don't touch the personal phones of social network and messenger users: that's personal data.

Where to Get a Call List

There are three options: buy a ready-made list, build one by hand, or order scraping to spec.

  • ready-made lists are sold to everyone and go stale fast;
  • manual collection is slow: a hundred companies eats a full workday;
  • scraping to spec delivers fresh numbers exactly for your niche and region.

We work the third way: the database is built to the terms of your request. You can also hand us your own list of sites: send the links and we'll do the rest. No detailed technical brief is required; a short task description in the request form is enough.

What Kinds of Phone Scrapers Exist

Scrapers differ in how they're built:

  • online services: collection through a web interface, nothing to install;
  • desktop programs: setup and runs on the user's side;
  • browser extensions: users grab numbers from the page they have open;
  • mobile apps of this class are rarer;
  • scripts and bots built for one specific site or directory.

Off-the-shelf tools help with a small one-off job. Then the complications start: source lists, dynamic websites, anti-bot protection, deduplication, maintenance. Anything non-standard means writing code. Our service covers the job end to end: setup, collection, verification, and support all on our side. Nothing to install.

What Phone Scrapers Are Written In

Most often Python: it has the largest ecosystem of scraping libraries. JavaScript, PHP, Go, and C# work too. For the client, the language is secondary: sources, database quality, and timelines matter more. Development stays with the professionals; you won't have to write your own scraper.

Is There a Demo Version

There's no demo in the usual sense: the scraper is configured for your task, not sold in a box. The role of a demo is played by a free sample database for your niche. It shows the field set, number format, and data quality. We send the sample before any payment.

A Database for Your Call Center and CRM

The finished database drops into your dialer or CRM: we map the fields for import. Results arrive as a file, a feed, or via API. Matching numbers to companies enables script personalization. Call statistics link back to the database by organization ID.

What that gives sales:

  • calling segments: category, region, number type;
  • Excel or CSV exports drop into the dialer with no prep;
  • fewer wasted calls: duplicates and stale numbers are filtered out;
  • subscription top-ups with new companies in the niche.

For CRM teams we solve the pain of outdated contacts. We check your customer database against live sources, update the numbers, and flag closed businesses. In projects like these, up to a third of the numbers get updated. Missing profile fields are filled in by data enrichment.

A note on the service's scope. We don't do the calling: calls, scripts, and SMS stay with your call center. Emails and proposals to the same companies are best sent using an email database: email scraping builds it. Phone and email databases are often ordered together.

What We Don't Collect: Consumer Contacts and Personal Data

We collect the contact details of companies, not people. Our approach to scraping is simple: only open business data, no personal data collection.

  • only open sources: company websites, directories, listings, maps;
  • only numbers the organization has published itself;
  • we don't touch personal cell numbers, user profiles, or private messages;
  • we don't collect private sellers' numbers from classifieds sites.

A database like this is safe for your company's reputation and its partners'.

We've been collecting data on companies and markets since 2015: more than a decade of scraping experience. The fastest way to judge the quality: a free sample for your niche. Describe the task in the request form and we'll reply within one business day.

why us

Why Clients Trust Us with Phone Scraping

We've been collecting company and market data since 2015. The database's core strengths: clean, complete, and current.

01
From company to number

Every phone number is tied to an organization. The database is ready for calling and analytics, not anonymous.

02
One format

Normalization to a single format plus number typing. Your dialer takes the database with zero prep.

03
No duplicates

Deduplication that accounts for branches and chains' shared lines. No repeat calls.

04
Open sources

Only numbers organizations publish themselves. We don't collect personal data.

how we work

How We Launch a Phone Scraper: The Process

A transparent process: a quote and a sample database before work starts. No hidden rates, no surprises.

01 — REQUEST

Request

Name your niche, regions, and target number count.

02 — QUOTE

Quote and sample

A sample database and an exact price before work starts.

03 — COLLECTION

Collection and normalization

The scraper crawls the sources. Numbers are normalized to a single format and cleaned of duplicates.

04 — DELIVERY

Delivery

The database in your format. Subscriptions include regular refreshes.

deliverables

What You Get

The result is a call-ready database, built for sales teams and call centers. No cleanup on your side.

Phone database

Numbers matched to companies: name, address, category, number type.

Quality report

What was normalized and filtered: formats, duplicates, branches, stale numbers.

Your format

CSV, Excel, JSON, or API. Fields mapped to CRMs and dialers.

Refreshes

Scheduled number updates plus flags for closed businesses.

related services

What Else We Can Do

A phone scraper covers only part of working with company contacts. We'll build the adjacent capabilities for your task.

questions and answers

Phone Number Scraping FAQ

If you don't see the answer you need, send a request: we reply within one business day.

Where do the numbers come from?

Open sources only: directories, listings, maps, and pages on companies' own websites. We collect where the organization itself posted numbers for customers to call. Origin is transparent: every number carries a link to its source page.

Are these business or consumer numbers?

Businesses only. We collect the phone numbers companies publish for their customers. We don't collect the contacts of private individuals or any personal data. We have no consumer number databases in any form.

Do you verify freshness?

Yes. Numbers are cross-checked between sources, and fresher data wins. With a subscription, the database is refreshed regularly: stale numbers and closed businesses get flagged.

What format are the numbers in?

A single international format or your own template. Number type in a separate field: landline, mobile, central line. Next to each number: company name, address, category, website. Export to CSV, Excel, JSON, or via API.

How much does phone number scraping cost?

Prices start at $150. The final cost depends on the number of sources, database size, update frequency, and field set (see the factor breakdown above). We send an exact quote and a sample free of charge before work starts.

What does scraping a database mean?

The term covers two jobs. The first: building a company database from scratch from open sources. The second: running an existing database through the scraper to refresh the data. We do both: we collect numbers for a niche and update your CRM. In refresh projects, up to a third of the numbers get updated. Missing profile fields are filled in by data enrichment.

Is scraping legal? What are the risks?

Collecting publicly available information is not prohibited by law. A scraper fetches the same pages any site visitor sees. What matters is how the data is collected and how the results are used. We don't bypass logins or paywalls, we comply with privacy laws such as GDPR and CCPA, we throttle request rates, and we work under a contract.

Do you collect numbers from classifieds sites?

We don't touch private sellers' phone numbers: that's personal data. The listings themselves we do collect as data: prices, descriptions, posting dynamics. That's a separate service: classifieds scraping.

Do you call the collected database?

No, calling is outside the service's scope. We prepare the database: numbers, segments, fields for your dialer and CRM. The calls stay with your call center. For emails and proposals to the same companies, there's email scraping.

contact us

Need phone number scraping? We'll send a sample database

Tell us the niche, regions, and target number count; we'll take it from there. A project manager will come back with a quote and a sample database within one business day.

Emailorder@scraping.pro
LocationsGeorgia · Hong Kong

We reply within one business day.