Using A MLS API And Real Estate API For Listings Data

Saheed Opeyemi
October 13, 2021

The real estate industry is in slow yet constant evolution. As the property market expands, agencies and independent realtors need to become fortune tellers to predict what the future holds. They need to keep track of even the most subtle changes in property value, neighborhood demand, and real estate trends to stay competitive and increase their chances of success.

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The data available is vast, and it’s often challenging to keep tabs on all the factors that affect the industry. Web scraping real estate is a powerful tool for monitoring all this information and keeping up with the times. It helps streamline data research and analysis so that agents can spend their energy on other important business activities.

A real estate scraper helps collect and visualize all relevant data quickly and efficiently. If you want to learn more about how web scraping is affecting real estate, the value of web scraping in this industry, and the best approach to conduct real estate investor scraping effectively, read on.

What Is Real Estate Scraping?

What Is Real Estate Scraping?

As realtors and agencies work to grow their business and stay ahead of their competitors, they find themselves on the hunt for more effective and innovative tools. Real estate scraping offers an excellent alternative way to find prospective buyers and improve sales intelligence. It allows you to gather the information you need to fulfill your everyday business operations.

Furthermore, web scraping real estate is a helpful method to navigate, collect, and organize large sets of data. It allows you to sort out common user inquiries online and provides you with relevant and actionable information. You can take advantage of the extracted data to set up more attractive listing descriptions and beat your competition. Moreover, this powerful technique can be adapted to your specific needs. You can customize your parameters for better, more accurate results.

You might already be aware of how competitive it can get in the real estate market and the risks of investing in it. Web scraping will let you stay ahead of the curve to maximize gains while minimizing uncertainties. The right data collection strategy provides you with:

  • Updated strategic data — It reveals business insights that will let you make informed decisions. Web scraping will give you access to hard-to-detect areas and detect data points you might otherwise miss.
  • Listing proficiency — A real estate listings scraper will allow you to learn about rental income revenue and property value around you or in a specific area. You can compare and contrast this information to be better prepared to invest or sell.
  • ‌Use real estate agent’s data — By scraping details from several online resources, you can harvest information that real estate agents have placed all over the web. Moreover, you can study agent profiles, directories, and competitor sites to learn more about your competitors and their business.

Why Is Real Estate Scraping Valuable in Business?

Why Is Real Estate Scraping Valuable in Business?

There are a vast number of reasons to choose scraping software to get real estate data. Whether you’re on the lookout for available property or you need to obtain information to make business decisions, web scraping will expedite things for you. You can scrape a trustworthy real estate site to gather information on property details, buyers, sellers, and agents in your area, and more. Web scraping can narrow down results among the massive amount of data available and make your life much easier.

Instead of searching for the most credible information manually in the massive pool of data that is the web, a real estate web scraper will help you acquire

current, precise, and reliable information from across the internet with little effort. Knowledge is power. It can help you increase your profit margins. Some of the information you might find relevant when web scraping real estate listings (and that can make or break a real estate deal) is:

  • Type of property
  • Average sale price
  • Location
  • Amenities
  • Square footage
  • Average rental price
  • Property agent
  • Neighborhood perks
  • Long-term capital gain 

A sneak peek at this information can help you improve your communication strategy and better position your properties in the market. All you’ll need to worry about afterward is putting your business out there for the right clients to find you.

Use Cases of a Real Estate Scraper

Use Cases of a Real Estate Scraper

The information obtained when web scraping for real estate has numerous case uses. These are some of the most relevant proven ways to use data in your favor in the real estate industry:

1. Accurately deducing your property’s value

Whether you’re selling your childhood home or one of the many properties in your real estate emporium, you need information on the current real estate pricing for your type of property in your area. Doing your research and analyzing what similar properties are worth could help you boost your profit margins and avoid underpricing your own. Market research is vital to getting the best deal every time.

2. Real estate aggregators

The real estate business relies heavily on staying up to date with all relevant information. Building an aggregator to gather real-time real estate information from numerous data sources will allow you to effortlessly make side-by-side comparisons. Having all the information you need neatly organized in the same place will help you expedite the whole process.

3. Make better investment decisions

When investing in real estate, you can’t simply rely on vague information that’s not the most accurate and current. That’s when you can benefit from scraping as a way to collect fresh real estate data to ease your way into real estate investing. Performing a timely analysis of your options will prevent you from trusting an educated guess when investing and stop you from leaving your decisions to chance.

4. Maximize rental yield 

Rental yield is probably one of the most notable concepts in real estate. Scraping real estate websites will help you understand which properties have the best rental yield in your area. It will also offer clear data on the most common property types in a given neighborhood and which have the highest return on investment. This information will help you sustain a strategic advantage over your competitors.

5. Forecasting market trends

Investors, realtors, and brokerages can all benefit from making the right market projections. Real estate scraping is an excellent way to collect historical intelligence on past property value and other relevant factors to keep in mind. Analyzing this data is a reliable method that helps make more accurate predictions on how the market will evolve over time and adjust strategies accordingly.

6. Monitoring competitors

To stay competitive in the market, you must beat what others are doing. Data scraping will help you gather real-time information on your competitors’ efforts and learn more about their pricing and offers. This information is helpful when developing your own strategies and winning customers.

7. Keeping tabs on vacancy rates.

Data scraping will give you the information you need to assess both positive and negative rental stats. It’ll give you insights into the market cycle, rental growth, and investment opportunities that could improve your return on investment.

Why Use a Web Scraping API 

Why Use a Web Scraping API 

A web scraping API can be an absolute lifesaver. It offers a better solution than relying on already existing real estate websites by allowing you to choose the information you actually need rather than wasting your time sorting messy listings.

After reading of the many uses of web scraping for real estate and its benefits, you might feel tempted to build a scraper for real estate properties. While this might be a viable solution for some, it’s a time-consuming process that requires at least a little programming skill. If you’re a beginner and would rather spend your efforts on putting the results of your research to good use, you should consider purchasing a pre-built scraping bot. Creating your own from scratch may require you to:

  • Learn a programming language
  • Find the data you want to extract
  • Learn data parsing fundamentals
  • Inspect the website code
  • Download and install libraries and other elements
  • Write your own code

Although creating your own scraping tool can potentially give you more customization options, it could also be a total headache if you don’t know what you’re doing. No two sites are the same, and finding different patterns and layouts could cause errors and other pitfalls that result in wasting valuable time while performing your research.

What To Look for in a Web Scraping API for Real Estate

What To Look for in a Web Scraping API for Real Estate

Purchasing the right tool for scraping real estate data will save you lots of time in your data-gathering exercise. However, you must make sure the one you choose meets your data gathering needs and more. You’ll highly benefit from a scraping API that can:

  • Manage and rotate your proxies
  • Give you consistent and timely results
  • Provide clear and organized outputs
  • Allow browsing scalability
  • Provide CAPTCHA-solving solutions
  • Parse metadata for you

Our Scraping Robot API makes an effective real estate scraper.

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