A complete introduction to web scraping for sales. Discover what is web scraping along with 6 ways it can transform your B2B sales processes for better results.
Web scraping is how you turn messy public web pages into structured fields your GTM stack can actually use—without interns copy‑pasting into spreadsheets.
For sales teams, the question is not “can we scrape?” but “what decisions get faster when the data is fresh?”—target account lists, trigger-based outreach, territory planning, and enrichment at the edge of your CRM.
Done responsibly, scraping is a force multiplier for SDRs: faster lists, cleaner TAM views, and repeatable refreshes when accounts change.
In practice, a modern scraping workflow usually unlocks outcomes like:
At Edges, we’re experts in web scraping. We’ve seen it bring crazy good results to B2B sales teams over the years.
Not sure what it’s all about? This article will explain what web scraping is and how it’ll help you drive more sales. 👇
Let’s start with the basics and look at the definition of web scraping.
Web scraping definition
Web scraping is the process of extracting data from a website. It lets you collect a ton of valuable information (e.g. email addresses, phone numbers, postal addresses) and put it all together in a database.
There are two ways to scrape a website, manually and automatically.
If you’re an SDR wanting to build or enrich a prospect list with information found online, automated scraping is the way to go. 👍
Another way of looking at it...
Scraping recovers data that’s already publicly available and structured in a certain way on websites. You could say Google and other search engines use a similar approach when they crawl websites and take that information to display in search results.
In recent years, SDRs have to take a full funnel approach to gain a competitive edge. Not only are they more active with inbound marketing and content generation, but also lead sourcing and enrichment.
Sales reps need to be able to gather reliable, actionable data, faster.
As a result, automation and scraping tools have grown in popularity.
For a sales team, the uses of web scraping include:
Look at this Google Trends data to see how interest in web scraping has increased over time.
Now you might be wondering, how difficult is web scraping? Won’t I need tech skills for that?
While it’s true that web scraping was once reserved for developers and growth operatons, it’s no longer the case.
Today, no-code automation tools like Edges are making scraping accessible to non-tech profiles in the business environment.
We take care of the technical stuff, all you have to do is select the websites and type of data to extract. Pull relevant data from LinkedIn, Google Maps, and more, straight into your CRM. No technical skills required.
Did you know...
Venture capitalists are now using web scrapers to identify high-potential startups! Once exclusively used by developers, scraping is now being used on a wider scale within organizations.
To build a prospect list, start by creating an actionable ICP (Ideal Customer Profile). This’ll help identify the most relevant data source to find information on your target audience.
A web scraper can extract almost any type of information about a company from its website. Addresses, phone numbers, emails, number of employees—it’s all possible.
Ideally, you want to identify the data sources that’ll trace back to the website.
To build a list of businesses, extract data from resources such as:
So you know which companies you’re targeting, but which employees should you reach out to?
This is where you want to strengthen your existing data with additional insights (i.e. enrich the database).
There are several ways to go about this. One is to enrich your B2B data with LinkedIn.
Visit the profiles that interest you and use an enrichment tool like Dropcontact to fill in missing information.
To scale this process, Edges lets you manage multiple LinkedIn accounts to retrieve data.
For example, one person from the sales team can manage 20+ LinkedIn accounts to generate and enrich as many leads as possible.
Want to try it yourself? Grab your 7-day free trial of Edges today.
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Another option is to alternate between sending cold emails and message sequences on Linkedin: Edges also has a template for this.
Remember: Quality over quantity
You might think scraping is about getting as much volume as possible, but that’s not necessarily the case.
A campaign targeting 200 super qualified leads is always better than a mass campaign with thousands of unqualified leads.
Event-based marketing is when you send personalized messages to users based on their behavior.
This strategy improves the capacity, speed, and quality of marketing efforts. Lots of new EBM tools and techniques are emerging.
The key word here is "event": this refers to the way in which a user interacts with a website. Stored as an attribute, we can link it to the identity of the user.
That’s for individuals, but we can apply the same logic to companies we’re targeting.
Use a web scraper to track and pick up on signals that show it’s a good time to contact a lead. It’s also a great way to prioritize opportunities.
So what kind of business signals can we track with web scraping?
Examples include:
The uses of web scraping also include qualifying prospects and identifying ICPs.
Update the data in your CRM to be able to score prospects and assess their potential.
By scraping the website of a target company, you’re getting fast access to valuable information. You’ll be able to:
Let's talk about data quality for a second.
Data needs to be updated regularly for it to be useful to sales and marketing teams.
Unfortunately, maintaining data quality is a huge challenge for businesses today.
The average tenure of an employee is two years.
Take a spreadsheet with 1000 lines: after a month, more than 5% of the lines will be out of date. Two months it'll be 10% and so on.
So you see, data becomes obsolete fast. To keep your data fresh, you'd have to manually check it each month. Or, update the database with scraping and automation.
The latter is, of course, the obvious solution. And that’s where web scraping comes in to help you fight against obsolete data.
A couple of examples:
As we’ve explained, data quality depends on keeping sales and marketing data up to date.
But remember, data is only useful when it’s available in the tools you actually use.
It also needs to be the same across all systems. Including CRM software, marketing automation software, the back-office, reporting tools, accounting systems, etc.
Put it this way: data needs to be accessible and actionable. Otherwise, it’s useless.
We're biased, but in our opinion, Edges is one of the best solutions to address this issue. As we see it, data enrichment involves the entire data ecosystem of a company—it shouldn't stop at CRM software.
Keep in mind
It’s not all about gathering as much data as you can. It’s about gathering accurate, usable data that’s going to help you reach and convert more leads. That’s our mission at Edges: to make B2B data accessible and actionable.
So now you know what web scraping is, let’s remind ourselves why this technology works so well for B2B sales teams.
Several types of tools exist for web scraping:
Launch your lead generation machine in a few clicks!
Edges’s got ready-made workflows and a catalog of data sources for you to choose from.
Including LinkedIn, SalesNavigator, Indeed, and more.
We integrate with the best email finders on the market.
We also let you set up automation flows directly within certain platforms (e.g. automated connection requests on LinkedIn).
Sign up for a demo here to try Edges completely free for 7 days.
We handle the technical stuff to let you focus on what you do best: winning sales. 🚀
This article was first published in French by our friends at SalesDorado. You can read the original publication here.