How to Use Web Scraping to Generate Business Leads

How to Use Web Scraping to Generate Business Leads
Last edit: May 15, 2024

Any business depends on customers. The more new clients managers can attract, the more sales will be, and the faster company develops.

However, attracting potential customers is a long and expensive process. Among managers, there was even a word that describes that kind of client - a lead, and its search is lead generation. Lead generation is an important step in expanding your customer base and building relationships with potential partners.

There are two types of leads: sales leads and business leads. Both are generated through the process of lead generation, but they differ in the target audience and relationship with the company.

Sales leads are customers interested in purchasing a product or service, while business leads are companies interested in collaborating or partnering with another business. The details required to contact and nurture sales leads tend to be more specific than business leads, which often need more general information.

A common practice for lead generation is cold outreach, as it involves actively reaching out to potential customers or business partners to offer them goods and services.

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Capturing leads with cold outreach strategies

There are several ways that businesses and organizations can collect a potential customer base for cold outreach, including:

  1. Purchase of a base or services for its collection: One option is to purchase a customer base or use a web scraping service that specializes in collecting and organizing customer data.
  2. Self-collection of bases using lead scraping: Lead scraping can be used to collect customer data from websites and online sources.
  3. Landing pages: Creating targeted landing pages with forms that allow visitors to provide their contact information in exchange for something of value.
  4. Online surveys: Conducting online surveys or polls and collecting contact information from participants.
  5. Partnerships and collaborations: Partnering with other businesses or organizations and exchanging contact information for mutual benefit.

What is lead generation scraping?

Lead generation scraping is a process of gathering contact information from websites to create leads for businesses. It involves using software that can extract web data and compile it into a file or database format, which can then be easily imported into your customer relationship management (CRM) system. The data gathered can include contact names, email addresses, phone numbers, business names, addresses, website URLs, and more. This type of lead generation helps companies target their marketing efforts more effectively by providing them with the most up-to-date contact information about potential customers.

By using scraping, businesses, and startups are able to save time as they don't have to manually search through thousands of web pages every day just to find the right contacts. They also eliminate errors that may occur when manually searching, as these automation tools use advanced algorithms that are constantly updated and optimized. Furthermore, it allows you to customize your searches based on specific criteria such as location or industry so that you only get relevant leads for your business interests.

Benefits of lead scraping for business

Benefits of lead scraping for business

Lead scraping is a great way for sales professionals to save time and quickly generate qualified leads. It's an efficient strategy that can help small businesses build relationships with potential customers faster than ever before. With lead scraping, sales managers and other professionals in the sales team can quickly identify prospective leads and start building relationships without spending too much time on research and outreach.

Efficiency and resource optimization

Web scraping saves time and money by automating the process of collecting data from online sources. This allows companies to focus their resources on other areas of their business operations while still gathering the information they need.

Gaining customer insights

Second, web scraping can provide valuable insights into customer behavior that can be used to make better marketing decisions. By analyzing large amounts of data gathered from online sources, businesses can better understand what makes their target audiences tick and how they might respond to different strategies or campaigns.

Staying ahead of the competition

Finally, web scraping can help businesses stay competitive in the market by allowing them to identify opportunities before their competitors do quickly. By monitoring competitor activities, companies can stay ahead of the game and take advantage of new trends or potential changes in the industry before anyone else does.

Common lead scraping challenges you should know

Challenges of web scraping for lead generation
Lead scraping can be challenging due to various reasons

Although web scraping offers many benefits for businesses seeking new leads via automated means, there are some common challenges associated with this technique that must be addressed if it's going to be successful long-term:

  • Data accuracy: For any lead generation activity conducted via web scraping to be successful, scrapers must ensure the highest possible accuracy when collecting data from online sources – anything less than 100% accuracy could potentially mislead decision-makers down the line, which could have serious repercussions for any given organization's bottom line;
  • Data privacy: Certain websites may make use of anti-scraping technologies explicitly designed to deter bots & prevent automated data collection;
  • Anti-scraping measures: IP blocking is a common problem when scraping leads, as it can prevent the scraper from successfully extracting information from a website. It occurs when a website detects that the same IP address is being used to make too many requests in a short period of time, so it blocks the IP address to prevent any further requests.

    The most effective way to solve IP blocking is to use web scraping APIs that provide access to large pools of residential or datacenter proxies, allowing you to scrape data with reduced risk of getting blocked.

Fortunately, these issues are all relatively easy to solve thanks to dedicated web scraping tools & services explicitly designed to address these challenges head-on – ensuring data accuracy & privacy and avoiding blocking when utilizing data extraction techniques during your next lead-gen campaign!

How to choose a website to scrape prospects

When choosing a website or platform from which you wish to scrape leads using automated methods, there are certain factors you should consider beforehand:

There are a few factors you might consider when choosing a website to scrape for lead generation:

  1. Relevance: Is the website relevant to your business or industry? Scraping a website unrelated to your business is unlikely to yield useful leads.
  2. Quality: Is the website reputable and well-maintained? If the website is poorly designed or outdated, the information you scrape from it may not be accurate or helpful.
  3. Legal considerations: Is it legal to scrape the website? Some websites explicitly prohibit web scraping in their terms of service, so you should ensure that you are not violating any laws or terms of service when scraping a website.
  4. Data availability: Does the website make it easy to access the data you are interested in? Some websites may have protections to prevent scraping or require you to authenticate or interact with the website to access specific data.
  5. Data structure: Are the data you are interested in structured in a way that is easy to extract and process? If the data is poorly structured or embedded in complex HTML, extracting it may be more challenging and require more advanced parsing techniques.

Examples of lead scraping in different industries

There are some nuances in the field of lead generation for different areas. And knowing them, you can increase the ratio of active visitors to the total number using more convenient lead-generation strategies.

Lead generation in B2B

B2B leads are potential customers representing their own businesses, while B2C leads are more familiar among consumers. B2B is characterized by higher revenues than B2C and less competition, but having a small number of customers can make a business dependent on its business.

To effectively target these B2B leads, companies often turn to business directories like Google Maps, Yelp, and The Yellow Pages to gather information and create comprehensive lists of potential customers. By utilizing these resources, businesses can improve their lead-generation efforts and expand their customer base.

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The most convenient way to collect such leads is to extract data from Google Maps using a scraper. The easiest way is to use a ready-made solution from our marketplace.

Ready-made scrapers
The marketplace of ready-made scrapers

To do this, specify the number of lines you want to save, the keywords, and the approximate coordinates of the region and the country.

Google Maps Scraper
Google Maps Scraper

After that, just run the scraper and get a ready-made table with data.

Scraping results
Scraping results

You can download them in CSV, JSON, and Excel formats. Here is an example of the received data:

Example of the received data
Example of the received data

This makes B2B lead generation more effortless. And using a web scraper can help with generating high-quality leads.

Lead generation in e-Commerce

Finding consumers to sell products is a crucial part of any business, and market research can help in this process. Companies can effectively identify potential leads and target their marketing efforts by searching forums, discussions, comments, and reviews.

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Additionally, by analyzing competitor product reviews and identifying customers dissatisfied with a particular aspect, businesses can find new leads and poach some of their competitors' customers.

Scraping tools can be helpful in this process, but it is crucial to choose the right tool to ensure accurate and comprehensive market research.

More information about Scraping Zillow using Python here.

Lead generation in real estate

Real estate agents face challenges when trying to identify potential buyers or sellers who may be interested in their services. To help overcome this challenge, real estate agents turn to lead generation tools such as web scraping, which allow them to search online databases and websites quickly, uncovering potential leads based on location preference or budget range. Real estate agents can then use the extracted data to craft customized campaigns that appeal directly to their target audience's needs or preferences.

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How to use the scraped data

Once the data has been collected, it can be used for various types of cold outreach, including emails, newsletters on messaging apps, phone calls, social media posts, and even traditional postal mail.

5 Effective Ways to Use Data for Cold Outreach
5 Effective Ways to Use Data for Cold Outreach


Email is one of the most popular methods for cold outreach. By utilizing lead scraping techniques, you can quickly identify email addresses associated with potential customers and contacts who may be interested in what your company has to offer. You can then craft personalized emails to these leads that explain why they should consider doing business with you. It is important to remember that cold email outreach should always have a clear call-to-action (CTA) so that the recipient knows exactly what they need to do when they read the message.

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Messenger outreach

This is an increasingly popular way to generate leads. In addition to sending out emails, you can use other forms of communication, such as newsletters sent out through messaging apps like WhatsApp, Facebook Messenger, WeChat, or Telegram. This method allows you to provide more targeted content that resonates with potential customers by tailoring it according to their interests or preferences based on the data collected from web sources.

Moreover, because many messengers allow you to confirm your status and, thanks to this, get a mark that the organization is real, such mailings are more credible.

Lastly, this approach is more effective because communication via email is less prevalent, which means that users check their inbox less often than news in the messenger.

Phone calls

This is an old and still popular option. And although everyone is faced with a situation where at the most inopportune moment, a phone rings and a proposal that was completely unnecessary at the current moment sounds from the phone, many companies continue to use it.

Making phone calls allows you to provide more personalized conversations than other communication forms, like emails or messages sent over social media platforms. It also allows your team to understand customer needs better and develop relationships that could eventually turn into sales opportunities.

Social media

Social media is another great platform for reaching out directly to target customers identified by lead scraping techniques. Platforms like Twitter, Instagram, Facebook, LinkedIn, etc., allow you to connect with people who may have interests similar to yours while also providing a platform where brands can engage their target audience through content sharing or advertising campaigns.

Direct mail

Finally, lead scraping data can also be used as part of a direct mail campaign and other traditional material, such as flyers or brochures sent via post office delivery services right into people's homes or offices. This type of marketing still proves useful today since it provides an opportunity for companies looking for new business opportunities by connecting them directly with potential customers without having them go online before engaging them further about their products or services through other channels such as email or social media platforms.

Why is lead generation important for brands?

Lead generation is essential to any successful digital marketing strategy as it helps businesses reach out to potential customers to build relationships and generate sales leads for future growth. By leveraging lead generation techniques such as email campaigns and social media outreach, brands are able to acquire new customers through personalized messages tailored specifically for them.

Additionally, lead generation helps brands understand their target audience so they can tailor content accordingly and target only those most likely interested in purchasing from them or engaging with their brand message more deeply.

Leads generated through lead generation efforts also provide businesses with valuable insights into customer preferences that would not be available through traditional channels such as surveys or focus groups alone. Companies can use this data to craft more effective messages and campaigns that will resonate better with prospective customers, leading to higher conversion rates over time.

Finally, lead generation enables brands to track customer behavior over time which gives them a better understanding of how customers interact with their products or services on various platforms - including website visits, downloads & purchases - helping them optimize future campaigns for maximum efficiency & ROI (return on investment).

Although there are no specific laws governing lead generation scraping, there are still certain best practices that should be followed to ensure that all relevant regulations are adhered to. Companies should only scrape public information which is freely available online and refrain from collecting any personal data without explicit consent from each individual user whose data they wish to collect. Additionally, companies should make sure that they have a clear opt-out policy in place so that users can easily unsubscribe from any future communications if they choose to do so.

Read more about the legality of web scraping in our article "Legal and Ethical Aspects of Web Scraping"


Lead generation is usually a time-consuming and expensive process. Collecting data on potential customers, many managers are forced to perform manually, and it takes a lot of time and effort.

However, using data scraping for lead generation is a great idea. You can choose the more convenient way of scraping data, whether you create a lead scraper or use the web scraping API or ready-made products based on it. It can make the production and sales process better.

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Sergey Ermakovich
Sergey Ermakovich
Sergey Ermakovich’s profile

I am a seasoned marketer with a passion for digital innovation. My expertise lies in creating innovative solutions to present data-driven insights, and I have extensive experience in the web scraping and data analysis industry.