A few months back I shared some of the ways our clients use website scraping to make competitive business decisions. I thought it would be a good idea to also post those use cases to our blog for all to benefit.
1. Website Scraping Use Case: Location Data
Whether you’re looking for leads,
growth opportunities or market research, understanding your competitive
landscape is essential. We’ve seen our customers do this in a few different
The first method is to scrape location-based data directly from websites that utilize a storefront finder feature. This may require you to input zip codes or navigate through multiple pages of results. Leveraging Hir Infotech will give you a comprehensive list of these physical business locations.
For example, AMSOIL uses Hir Infotech to build a searchable database of store locations that customers use to make in-store purchases. Every day, AMSOIL’s data team is doing routine website scrapes of specific geographical areas to understand when new mechanic shops or car part stores appear. When a new shop pops up, so does a new pool of sales prospects for AMSOIL. As AMSOIL’s data team discovers new store locations, they add that data to their database. In addition to location data, AMSOIL also provides its customers with their partner’s store phone numbers, addresses, and product lists directly on the AMSOIL site, making it extremely easy for their customers to make purchasing decisions.
The second location data harvesting method is to scrape large aggregated sites that are niche-specific to your industry. Think yellowpages.com or yelp.com; whatever website houses data that could help you understand the market footprint in specific geographical areas. What data do you need to identify market saturation and expansion opportunities? In most cases, that data is already aggregated online; all you need to do is harvest that data in a schema that will help you make pivotal business decisions.
Some of the
data that our clients pull to make these decisions are:
Competitors: the number of competitor
operations in specific geolocations
Ratings: competitor customer
ratings in specific geolocations
Prices: competitor prices in
2. Website Scraping Use Case: Product Data
We know how necessary it is to
gather, update and publish the most current product data to your customers. If
you’re a retailer, manufacturer or distributor, you have your eyes on many
different data points. We also know that these data points live in different
silos. Product description data might live in one area while product images and
media live in another, and product reviews live in yet another. At some point,
these data points come together in one common layout where it can be extracted.
We have many clients who extract this data from their own websites because they
understand that their own site is where they can get the most updated
aggregated data on their products.
Retailers are also oftentimes frustrated that their manufacturer or distributor can’t provide current product specs or images in a schema that can be directly uploaded to their consumer website. However, manufacturers will often store this valuable data on their own site presenting another opportunity where using a website scraping tool to gather data will benefit you, your organization, and your consumers.
Adversely, if you’re a manufacturer you may want to make sure your retailers and distributors are using the most current product details which you provided for them online. This is another use case where some of our customers have used Hir Infotech to set up routine scrapes that pull data from their retailer’s site then cross-reference that data with their own to make sure things look accurate.
3. Website Scraping Use Case: Price-Monitoring
Price-monitoring is a common way of
seeing where you stand in a competitive landscape. Our customers use Hir Infotech
to harvest pricing data in three ways:
To gain confidence in their location pricing policies
To gain confidence that their pricing is competitive
distributors: To audit their distributors or partner resellers pricing to make sure
they are adhering to their contractual obligations.
For a web harvesting project like
this, it’s critical to know the problem your newfound data will solve. Having a
problem statement before starting this type of web harvesting project will
guide you in gathering accurate data fields.
For example, your problem statement
might require you to harvest product assortment data to help you understand how
many products a competitor might sell and at what cost. Or, your problem
statement might require you to load individual product descriptions to help you
understand what your competitor is selling and at what cost. These two
different problem statements require two different strategies and data schemas.
Knowing your problem statement ahead of time will help you get data faster and
implement a strategy that can be easily pivoted rather than having to scrap the
project and start again with a new game plan.
4. Website Scraping Use Case: Customer Sentiment
Customer sentiment and reviewer information are critical in today’s environment. The internet is now an established forum for customers to voice their feedback whether it’s positive or negative. Therefore, knowing what your customers are saying in a timely manner is an essential practice.
A household commercial appliance company came to us with a problem statement that their customers were no longer providing product feedback through their established processes. This meant that their product engineers and quality assurance department weren’t getting the data they needed to be proactive. Instead, customers were going to multiple online platforms to share their feedback in an uncontrolled environment. Because of this, their customer service department could no longer interface with their customers privately to issue replacement products, discounts, or any other measure that would limit the exposure of negative customer experience.
To solve their problem statement,
this Hir Infotech customer set up routine web data scrapes to gather online
reviews and comments on multiple forums and social media platforms. While these
reviews were still public, it gave this appliance company real-time insights
into product issues. This helped establish priorities within their company
while also giving them a faster way of resolving negative customer experiences.
We’ve also seen our customers use Hir
Infotech to scrape specific hashtags and keywords surrounding a new product
release. This kind of data provides customer sentiment and insight into the
dialog customers are having around a product.
part about this strategy is that it can be automated. There are two levels for
gathering customer sentiment data:
scraping review data to gain a sense of the average product rating
scraping the actual review content to do further sentiment analysis
The web scraping strategy you choose
goes back to your problem statement. In the case of our customers, many departments
within their organization have overlapping challenges where website scraping
has become a part of their solution. As one department within their
organization implements these web harvesting strategies and begins to share
their insights, others within their company take note and utilize website
scraping for their own problem statements. This has been an opportunity for
cross-department collaboration within our customers’ organizations. Often
times, the data that you need is also worthwhile to another department.
No matter where you are in your data extraction
strategy, we’re here to help you discover your next step. We have multiple
solutions and services that are trusted and backed by ⅓ of our customers. The
use cases for website scraping
are limitless. We can help you develop the right use case for your industry and
your data needs.
At Hir Infotech, we know that every dollar you spend on your business is an investment, and when you don’t get a return on that investment, it’s money down the drain. To ensure that we’re the right business with you before you spend a single dollar, and to make working with us as easy as possible, we offer free quotes for your project.