We help organizations of all magnitudes implement solutions and further develop their data structures so as to more accurately and efficiently produce the results they desire. The data cosmos can be treacherous to maneuver through, but you don't have to do it alone- it is never a problem to ask for a helping hand. Spidey Scrape is always here to pick you up when you fall... and to make sure that you don't fall again.

With a projected membership of 1.6 million, realtors are a force to be reckoned with in the United States. For those whose target business audience includes realtors, having a contact list is all but essential. Realtors are always on their devices, so having a credible direct line of contact is important to forming a relationship with them.

Whether you're a mortgage broker, a property appraiser, or a digital marketer, ease of access to aggregate contact information is crucial in determining the level of success in your realty endeavor.

Data Fields:

+ Web Crawling   + Web Scraping

Since 2016, Daily Fantasy Sports (DFS) has been on meteoric rise to the top. With a 2025 projected market capitalization of $39bn, DFS has become a staple of the sports industry. Thousands upon thousands of players lock in their lineups every day in hopes of winning the pristined grand prizes. Flocks of "esteemed" betting gurus take to Tik Tok to preach their "airtight" player predictions. And yet the average DFS player will end up losing the majority of the time.

In a joint venture, Spidey Scrape and its partners decided to test the DFS soccer environment by creating its very own predictive model. Ever since its inception, the model has witnessed a 27.3% return on investment, which is on par with the top 1.3% of all DFS players.

The number of variables is too great to be listed in tabular format but they do encompass areas such as passing, shooting, dribbling, movement, defensive actions, possession, team performance, injuries, player outlook, and streakiness.

+ Web Scraping   + Data Analytics   + Predictive Forecasting   + Database Management   + Data Consulting

Martindale is among the most credible and comprehensive lawyer directories in the industry. It can turn a barren contact wasteland into one of detailed and dedicated potential. Lawyer lead generation has become one of the most popular undertakings in the web scraping world; and has correspondingly transitioned into vast corporate profits for those who take advantage of it.

Data Fields:

Although scraping Martindale yields a conglomeration of variables suitable for any marketing department to take advantage of, there is one key metric that is missing- email addresses. Martindale prefers to keep this data point stored in its servers. This can be especially discouraging for clients who place a priority on the availability of emails.

However, given our expertise in web browser automation, we have created scripts that allow our clients to take advantage of the lawyer-specific contact forms on Martindale. So even without the email address, the client can still reach out via email. ALL AUTOMATIC WITH NO SWEAT. Cross-referencing Martindale and other directories is also an option if the previous one does not suit your needs.

+ Web Crawling   + Web Scraping   + Web Browser Automation

Projected to grow to approximately $2+ trillion by 2023, the world shipping industry is absolutely enormous. We rely on it to uphold the integrity of our international economy and get our burrito blankets on next day delivery. Companies are the centerpiece of this industry. And as much as companies care about customers getting their burrito blankets on time, companies also care about maximizing profits.

Spidey Scrape had the express pleasure of working with a well-renowed horticultural firm to optimize their shipping orders, ensuring that the highest amount of product was shipped out while also lowering costs. Our analytics team was able to fill their containers with approximately 3.2% more product, thereby decreasing the overall number of shipments required.

It was a painstakingly grueling process that required our team to examine countless factors and combinations, including but not limited to customer requests, plant types, distribution locations, hauling fees, freight costs, packaging methods, damage mitigation, and production delays.

+ Data Analytics

In fulfillment of the federal SAFE Mortgage Licensing Act of of 2008, the NMLS launched NMLS Consumer Access, which is a sanctioned, fully searchable site that allows the public to view information regarding state-licensed companies, branches, and individuals.

The information platform has served as the bread and butter of the financial services industry for years, and continues to grow to this day. With information on thousands of loan officers and mortgage brokers, web scraping NMLS Consumer Access has propelled our clients to new heights and opportunities.

Data Fields:

+ Web Crawling   + Web Scraping   + Web Browser Automation

Everyone is talking about the housing market. No longer do we live in a world where real estate is a recreation exclusively for those considered "business-savvy". With information just a click away, the once casual spectator has transformed into a miniature real estate mogul.

MLS.com is one of real estate's most trusted listing sites, notably as a result of its ability to maintain updated and detailed listings. It also contains additional property data and contact information that would not be available on other public sites. Without a doubt, MLS.com helps real estate agents provide the best experience for their clients.

Spidey Scrape understands the benefits that these MLS listings serve; and as a result have have worked hand-in-hand with real estate agents to scrape and apply the data, whether it be by connecting their clients with catered listings sent directly to their email or by conducting individual research on the current housing dyanamics of certain areas.

With more than 50% of prospective home buyers conducting their searches on the internet, it is important for real estate agents to form an understanding of how to take advantage of the massive amounts of data stored on MLS. Web scraping MLS.com, and other similar sites, such as Realtor.com, Trulia, Zillow, FSBO, and Foreclosure.com, Coldwell Banker, Compass, and Century 21, could help materialize your business model into a limitless ceiling of financial gains.

Data Fields:

+ Web Crawling   + Web Scraping   + API   + Data Analytics

With stocks growing in popularity over the past few years, availability of information has become an important staple in the trading world. From day traders to position traders to technical traders, every one of them has to leverage data in some sort of way to become successful. Yahoo Finance is one of the most visited sites in the world when it comes to stocks. It manifests data that is positively instrumental in explaining the general direction and patterns of price movements.

Yahoo Finance accomadates its users with access to historical prices, summary data, earnings records, technical recommendations, risk scores, financials, price targets, charts, and news articles. With dozens upon dozens of these data points capable of being scraped, it offers the client the opportunity to have readily available data at their immediate disposal.

Custom scripts or APIs can be requested in order to account for the need to constantly update data values. A Discord bot could also be reasonably implemented. Yahoo Finance is just one of numerous credible stock sites. Other stock platforms are most certainly capable of being scraped.

Data Fields:

+ Web Scraping   + Database Management   + API

Contact directories are not always listed online. Oftentimes they are recorded and itemized on typed documents, such as PDF and TXT files. While somewhat discouraging at first glance, it is important to remember that this document-based data can still be easily extracted. Document extraction does not count as web scraping since there is no source code behind the data, but nevertheless, the results yielded will be the same.

The American Association for Justice is among the most reputable lawyer directories in the country. While the AAJ does possess an online directory, not every user has access to this paid membership feature. The client who requested this work was one of those people. However, they did possess various PDF docs with all the necessary information attached to it.

Through the implementation of document-to-text extraction techniques, all the data situated within the AAJ PDF directory docs was seamlessly transferred to a spreadsheet in a clean and organized format. The data acquired by the user with access to the online directory was no different than that of the user with just the PDF docs. Only difference is that one person paid for access to the online directory while the other did not.

Data Fields:

+ Document Extraction

Whether demand for labor is high or low, the job market will always be categorized as a roller coaster ride. Over the past decade or so, Indeed has become the principal job board site for finding talent or finding a job. Millions of users flock the site everyday in hopes of finally acquiring the job they so desperately need. . . only to discover job postings that do not align with their skills; or job postings that have hundreds (or even thousands) of people already applied.

By scraping Indeed job postings, Spidey Scrape was able to filter out the junk that had nothing to do with the person applying, and was able to create an organized list of jobs for the job seeker to efficiently go through.

However, to further increase the chances of receiving interview requests, Spidey Scrape is currently in the Beta testing phase of creating a bot that automatically applies to jobs on behalf of the prospective job seeker. This approach will save hundreds of hours and yield better results.

+ Web Scraping   + Web Browser Automation   + Web Crawling

Mortgage loans are one of the most important loans that any person will ever take out during the natural progression of their life. It is the loan that assures people of having a roof over their heads at night. And it is the loan that allows the housing market to prosper. It would only be reasonable to assume that the risk taken on by issuing these loans should be minimized.

Extreme risk was one of the principal components that led to the collapse of the financial markets in 2008, with approximately 1.2 million people defaulting on their loans. Assuring oneself that a loan being made is of low risk is of the utmost importance.

Spidey Scrape had the extreme pleasure of working hand-in-hand with a premier mortgage lender to ensure that their in-house criteria for securing a mortgage loan was suitable so as to minimize default risk.

It is projected that as the mortgage loans begin to mature in the years to come, the default rate of our client's borrowers will gradually decrease by approximately 6.1%- this all the while hedging against any loss to potential gains in interest earned. At the end of the day, defaulted loans just create more headaches for lenders and the borrowers.

+ Data Analytics   + Data Mining   + Predictive Forecasting

There's absolutely nothing better than getting that cute dress you wanted for half the price. Having scraped the online clearance sections of Nike, Levi's, Marshall's, Famous Footwear, Poshmark, and Hollister, among others, Spidey Scrape has provided thifters and flippers with a spectacular opportunity to find clothing's best deals at a moment's notice.

Data Fields:

+ Web Scraping   + API