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91 items tagged ”Address verification

By John Hickey, Brielle Paul on June 18, 2026
Improve healthcare provider data accuracy and compliance to reduce risk, ensure regulatory alignment, and streamline operations.
By Ryan Muir, Bailey Hendrickson on June 1, 2026
Learn what a Puerto Rican urbanization code is, why USPS requires it, and how to find and format it correctly for accurate address delivery.
By Ben Roden, Brielle Paul on May 26, 2026
Address verification verifies that customers’ addresses are valid, helping financial institutions prevent identity fraud, improve address data accuracy, and enhance identity data quality.
By Kajsia McCoy, Bailey Hendrickson on April 20, 2026
<p>Invalid or typo-riddled addresses are the petty criminals sabotaging your business. They’re quiet, easy to miss, and even seem harmless at first. But before you know it, they’re sneaking in your checkout forms, settling into customer databases, and slowly wreaking havoc on your logistics, delivery rates, and customer satisfaction. </p><p>If you don’t catch these stinkers early, one tiny slip of the finger can spiral into failed deliveries, tedious manual corrections, and extra work for your already busy teams.
By Bailey Hendrickson, Ryan Muir on April 6, 2026
For P&C underwriters, the future of underwriting isn’t just moving from paper to predictive models—it’s moving from processing information to interpreting it.
By John Hickey, Bailey Hendrickson, Dave Medlock on April 2, 2026
<p><i>Part two of our </i><a href="https://www. smarty. com/content/tags/provider-data-accuracy-series"><i>provider data series</i></a><i> featuring thought leadership from Dave Medlock, Founder &amp; CEO of Maven One Health</i></p><p>If you’ve ever searched your health plan’s provider directory only to find your “nearby” doctor is actually a residential home—or worse, a PO Box—you’ve experienced firsthand why clean provider data matters for more than just compliance. </p><p>Provider data accuracy is also one of the most important aspects contributing to member experience.
By John Hickey, Brielle Paul on February 16, 2026
<p>With the launch of our latest product feature, US Provisional Address Manual Process, <a href="https://www. smarty. com/products/us-address-verification"><u>US Address Verification</u></a> users can now submit new or missing addresses, and we’ll verify them against authoritative databases and add any approved records to our database. </p><p>Better yet, you won’t need to make any integration changes to see your addresses in your API results, it won’t take longer than 30–60 days, and it won’t cost you anything extra.
By Jeffrey Duncan, Bailey Hendrickson on February 3, 2026
<p>If you’ve ever run into an address that seems to <i>exist</i> in more than one place, congratulations—you’ve discovered the world of ambiguous address matches. They’re the <a href="https://en. wikipedia. org/wiki/Schr%C3%B6dinger%27scat"><u>Schrödinger’s cat</u></a> of location data: valid, yet potentially two distinct locations. </p><p>This blog will focus on a few key things: </p><ul><li><a href="#what-are-ambiguous-address-matches">What are ambiguous address matches?</a></li><li><a href="#why-ambiguous-address-matches-matter-for-compliance-and-customer-service">Why ambiguous address matches matter for compliance and customer service</a></li><li><a href="#how-to-handle-matches-with-address-ambiguity">How to handle matches with address ambiguity</a></li><li><a href="#why-you-should-inform-your-customers-of-ambiguous-address-matches">Why you should inform your customers of ambiguous address matches</a></li><li><a href="#our-final-thoughts-on-ambiguous-address-matches">Our final thoughts on ambiguous address matches</a></li></ul><h2 id="what-are-ambiguous-address-matches">What are ambiguous address matches?</h2><p>An <i>ambiguous address</i> match occurs when an entered address resolves to two or more valid locations with slight but meaningful differences.
By Trent Howell, Bailey Hendrickson on January 27, 2026
<p><strong>OREM, UT, Jan 27, 2026—</strong>Smarty®, an expert in address data intelligence, today announced a three-part release designed to help organizations turn messy, fast-changing location data into operational confidence. The January 2026 bundle introduces: 1) A brand-new parcel dataset, 2) Expands provisional address programs into core U. S. products, and 3) Upgrades Smarty’s International Geocoding engine—giving organizations more precision and more usable signals for automation at scale.
By Ben Roden, Andrew Townsend on January 20, 2026
<blockquote><p><i>TLDR: Smarty customers won’t feel a thing from the new USPS API restrictions because Smarty doesn’t depend on USPS’s real-time APIs to do address verification. We’ve always used our own, powerful, hyper-accurate data to back our tools and support client needs. </i></p></blockquote><p>While USPS is capping its address verification service at <strong>60 requests per hour</strong> and retiring the legacy Web Tools API on January 25, Smarty keeps verifying addresses at full speed on our own infrastructure.
By John Hickey, Bailey Hendrickson, Dave Medlock on January 15, 2026
<p>Welcome to part one of our <a href="https://www. smarty. com/content/tags/provider-data-accuracy-series" target="blank" rel="noopener">new blog series</a> on provider location data—an exploration into the messy, high-stakes world of healthcare compliance, address accuracy, and network adequacy. </p><p>To kick things off, we sat down with Dave Medlock, founder of<a href="https://mavenonehealth. com" target="blank" rel="noopener nofollow"> <u>Maven One Health</u></a> and a contributing thought leader, to discuss why clean provider data is essential for achieving peak regulatory compliance and meeting requirements with ease, thereby avoiding serious consequences if it isn’t done correctly.
By Ryan Muir, Brielle Paul on December 4, 2025
<p>Looking to build a direct mail marketing campaign? You’ve come to the right spot. </p><p>Before you can send marketing mail like a pro, you’ll need to build a list of verified addresses. Otherwise, frequent misdeliveries and costly redeliveries can take the wind right out of your campaign’s sails. On top of that, a bad address list could lead you to miss out on mind-blowing postal discounts. 😱</p><p>Don’t let bad addresses capsize your campaign. With a <a href="https://www. smarty. com/products/us-master-address-list"><u>US Master Address List</u></a> of over 210 million verified addresses—available by state, county, or nationwide—and shipshape <a href="https://www.
By John Hickey, Bailey Hendrickson on December 3, 2025
<p>At the time USPS rolled out its new APIs on January 25, 2026, its documentation stated that address verification was limited to 60 requests per hour. That stood in sharp contrast to the newly retired Web Tools API, which had previously supported <a href="https://www. usps. com/business/web-tools-apis/address-information-api. htm#:~:text=pattern%3D-,AddressValidateRequest%20/%20Address%20/,Up%20to%205%20address%20verifications%20can%20be%20included%20per%20transaction. ,-(group)" target="blank" rel="noopener"><u>approximately 5 address lookups per transaction</u></a>.
By Andrew Townsend, Brielle Paul on November 28, 2025
<p>For two days, Smarty users gathered together with other address data experts for Pinpoint, Smarty’s first virtual user conference, where developers, industry experts, and product specialists talked all things addresses and pulled back the curtain on address data solutions. </p><p>Attendees asked questions about cloud-based software, the impact of accurate address data on fintech and insurance companies, and the ROI of good address data across all industries. </p><p>Plus, attendees got to take a peek behind the scenes and see what makes Smarty’s address data solutions tick.
By Bailey Hendrickson, Andrew Townsend on November 28, 2025
<p>For two days, Smarty gathered address data experts for Pinpoint, our first-ever virtual user conference. There, developers, product specialists, and industry experts delved into the nitty-gritty details of address data that you need to understand in order to succeed in your industry. </p><p>Attendees learned how to process addresses faster (much faster) than the blink of an eye, with and without using code! </p><p>They also got to look under the hood on how insurance is evolving and becoming even more efficient than ever to create a “delightful user experience.
By John Hickey, Bailey Hendrickson on November 14, 2025
<p>Once you know what capabilities you need, the next challenge is choosing a provider that actually delivers—pun intended. <br><br>This blog is part of our <a href="https://www. smarty. com/blog/tags/what-to-look-for-in-an-address-data-solution">five-part series, <i>What to look for in an address data solution</i></a><i>. </i> </p><p>Previously, we discussed the need to find an address data solution that understands the importance of speed, scalability, and reliability, enabling you to maintain automated, efficient, and accurate workflows in any industry that deals with addresses.
By John Hickey, Bailey Hendrickson on November 10, 2025
<p>If data is the lifeblood of your business, addresses are the veins that carry it. They connect every operation—from shipping to customer service to compliance. </p><p>Yet, address data is often overlooked until it breaks something expensive. </p><p>This post kicks off <a href="https://www. smarty. com/blog/tags/what-to-look-for-in-an-address-data-solution">our five-part series, <i>What to look for in an address data solution</i></a>—a practical guide to building a smarter, cleaner, and more reliable address data strategy.
By Kajsia McCoy, Bailey Hendrickson on October 15, 2025
<p>Tariffs are spiking. Shipping costs are climbing. Margins are shrinking. </p><p>You can’t control global trade policy, but you can control how efficient and accurate your operations are in response. </p><p>Most ecommerce teams, logistics planners, and data managers miss one of their best cost-saving opportunities: addressing accuracy. </p><p>Bad address data isn’t hidden. It sits in your systems, shows up in carrier returns, and quietly drains profits every day. </p><p>When tariffs rise to 15 to 50 percent in some product categories and import volumes are falling, every shipment becomes more expensive, every delay costs more, and every lost customer hurts more.
By Andrew Townsend, Bailey Hendrickson on October 9, 2025
<p><strong>November 2025 | 100% online | 100% awesome</strong></p><p>Join us this November for the Smarty Virtual User Conference, a two-day event packed with insights, tools, laughs, and $1000 worth of prizes. </p><p>This event is for you, whether you’re optimizing delivery accuracy, improving compliance, or just trying to figure out if your neighbor <i>really</i> has a breakfast nook. </p><h3><strong>What to expect:</strong></h3><ul><li><strong>2 days, 12 hours of content, zero fluff</strong></li><li><strong>Live sessions</strong> from address data pros</li><li><strong>Hands-on demos</strong> of Smarty’s latest tools and plugins</li><li><strong>Giveaways galore, </strong>like gift cards, swag, and even a chance at a massive LEGO set</li><li><strong>Hidden Easter eggs</strong> throughout the event (no, seriously—find them and win)</li><li><strong>An after-party with games</strong> (shoutout to Brady Amundson)</li></ul><h3><strong>Tailored tracks for every role</strong></h3><p><img src="https://d3jlqkabnnke2x.
By Adam Charlton, Brielle Paul on October 7, 2025
<p><i>The benefits of reliable, easy-to-implement address data are straightforward. Actual addresses, on the other hand, aren’t always so cut and dry. </i></p><p><i>If you’re looking to become an expert in everything that begins or ends with an address, this series is for you. We’ll demystify the types of addresses that have developers scratching their heads and introduce you to the tools keeping your address data best-in-class. </i></p><p><i>Come one, come all, and enter the wonderful world of peculiar addresses! Let’s see what’s on exhibit.
By John Hickey, Bailey Hendrickson on September 26, 2025
<p>Most address validation tools give you a simple thumbs up or down on an address because it either matches or it doesn’t, right? </p><p>But what if you need more than just “valid” or “invalid” as a response? What if you could know <i>exactly</i> what part of the address is off, like a misspelled street name or an unconfirmed vanity city (like Hollywood), and why it isn’t considered valid?</p><p>What if part of an address needed to change in order to make it a mailable, valid address? </p><p>We think you’d want to know that, too.
By John Hickey, Bailey Hendrickson on September 22, 2025
AI address validation (also referred to as AI address verification) is the sometimes unpredictable and inaccurate process of checking that an address is valid or verified using Large Language Models (LLMs) like ChatGPT, Claude, Gemini, Deepseek, and more.
By John Hickey, Bailey Hendrickson on September 10, 2025
<p>If you’re using Smarty’s US Address Verification, you're already sitting on a treasure trove of up to 55 points of metadata, already included in every response. Sure, it cleans and standardizes your addresses like a pro, but that’s just the beginning. Without any upcharges, you can use metadata to make your systems smarter, streamline your operations, and sharpen your marketing and business decisions. </p><p>Whether you're focused on fraud prevention, operational efficiency, compliance, logistics, or customer experience, Smarty’s metadata delivers powerful insights to your tech stack that will help you rise above your competitors.
By Andrew Townsend, Bailey Hendrickson on August 20, 2025
<p>Address data accuracy isn't just about getting mail delivered. Having quality address data will directly impact revenue, compliance, and customer experience. In a <a href="https://www. youtube. com/embed/d3L-U559Wz0?si=HcUvvbv-PueUVI2H" target="blank" rel="noopener">recent webinar</a>, we explored real-world case studies showing how companies across industries leverage address verification and geocoding to solve expensive problems and unlock new opportunities. </p><h2><strong>Healthcare data: Compliance and accuracy at scale</strong></h2><p><a href="/company/case-studies/geocoding-healthcare-compliance-curatus"><strong><u>Curatus</u></strong></a>, a healthcare data provider, faced a critical challenge with provider directory accuracy.
By John Hickey, Bailey Hendrickson on July 29, 2025
<p>Your product might be HIPAA and ACA-compliant in theory, but a mistyped ZIP Code or invalid apartment number can still trigger privacy violations, eligibility errors, and failed mailings. Misdirected mail is explicitly named in HIPAA breach cases. </p><p>For example, the Health and Human Services (HHS) Office for Civil Rights (OCR) has publicly cited misrouted or misaddressed mail as a cause of HIPAA breaches in their <a href="https://ocrportal. hhs. gov/ocr/breach/breachreport. jsf" target="blank" rel="noopener"><u>breach portal</u></a>.
By Brent Francom, Bailey Hendrickson on July 21, 2025
<p>You finally track down an essential addition to your collector’s set of [insert item of your choice], and you're hyped to buy it until the chaos begins. </p><p>The cart is hidden in a fly-out on the side, cluttered with blocky, overwhelming text. You spend way too long just trying to find the "Proceed to Checkout" button. </p><p>👎 That’s bad UI (user interface): messy, confusing design that makes navigation a chore. </p><p>You make it to the checkout and start entering your info, but the site keeps rejecting your address.
By Ben Roden, Brielle Paul on June 16, 2025
<p>This June, Klarna and PayPal made some big moves into the physical card space. Klarna teamed up with Visa to launch a BNPL (buy-now-pay-later) debit card, while PayPal’s partnership with Mastercard aims to help the brand make the jump from phone to wallet. </p><p>Coupled with other wave-making announcements like <a href="https://stripe. com/newsroom/news/sessions-2025#:~:text=Reinventing%20global%20money%20management%20with,acquisition%20of%20stablecoin%20platform%20Bridge. " target="blank" rel="noopener"><u>Stripe’s all-in moves on AI and stablecoins</u></a>, PayPal and Klarna’s announcements emphasize a broader industry shift as fintechs transform from niche digital players to comprehensive financial services platforms.
By John Hickey, Bailey Hendrickson on June 10, 2025
<p>When you think about theme parks, you probably think of roller coasters, long lines, and $18 turkey legs. But behind all the fun is a surprising need for something a little less flashy yet still gorgeous as all get out—rock-solid address validation (or <a href="/products/single-address"><u>address verification</u></a>, we use them interchangeably). Yes, we’re talking about making sure that the addresses entered by guests are real, valid, and standardized. </p><p>Why? Because today’s theme parks operate like data-rich, customer-first ecosystems.
By Ryan Muir, Brielle Paul on June 9, 2025
<p>Address verification is an essential tool that property insurance companies should use when analyzing risk. Perils are often associated with potential hazards located on or near a property, but they can also be tied to the general area a property is in. </p><p>Verifying addresses ensures that a policy falls within a covered area, which is vital for both an insurance company and their customers. </p><p>To start, the insurance policy premium needs to be priced for the property's actual location.
By John Hickey, Bailey Hendrickson on June 4, 2025
<p>International healthcare is complex. Inaccurate or unverifiable international addresses make it worse by delaying claims, increasing compliance risk, opening the door to fraud, and frustrating members. </p><p>Healthcare companies need global healthcare address verification that’s scalable. Here's how to get there. </p><h2>Why global address verification is especially complex for healthcare companies</h2><p>Healthcare depends on addresses. While just one datapoint, addresses are foundational to so many critical healthcare management processes and vital to get correct.
By Jeffrey Duncan, Bailey Hendrickson on May 28, 2025
<p>When it comes to address verification, getting a match every time might <i>seem</i> like the goal. After all, a system that always returns a validated address must be working perfectly, right?</p><p>Wrong. </p><p>If your address verification API <i>always</i> forces a match, no matter what, it’s not being helpful. It’s actually introducing risk. In fact, getting a “no match” result can frequently be the smarter, safer outcome. </p><p>Let’s talk about why. </p><h2>What is a "no match" telling you?</h2><p>A “no match” means the input address doesn’t align with any known, valid address in the reference database.
By Ben Roden, Bailey Hendrickson on May 20, 2025
<p>Ask most product owners about their address data, and they’ll probably tell you that “it’s good enough. ” But when it comes to address data integrity, the word “enough” should give you serious pause. </p><p>When it comes to address data, “close enough” is how businesses end up with wasted marketing spend, compliance headaches, failed deliveries, and policies that don’t hold up. It doesn’t matter if you're underwriting insurance on a home, scheduling a broadband install, or mailing a benefits enrollment kit—accuracy isn’t a nice-to-have.
By Ben Roden, Bailey Hendrickson on May 15, 2025
<p>In the world of address validation, not all providers stick to the script. </p><p>Some go rogue. And while that might work for improv geniuses like Robin Williams or even our own Brady Amundson, when your verification tools start improvising results, creating fictional addresses, and hoping you don’t notice… well, it's like watching a movie adaptation of your favorite book and thinking, <i>“Wait… they burned down the Burrow?!?”</i> (Harry Potter fans, I’m still mad. )</p><p>If your address verification tool is delivering results that feel more like fan fiction than factual data, and geolocating “validated” addresses in the middle of lakes, it might be time to reconsider the cast.
By Kajsia McCoy, Bailey Hendrickson on May 12, 2025
<p>“Remote shopping, while entirely feasible, will flop. ” <a href="https://www. inc. com/geoffrey-james/31-hilariously-bad-high-tech-predictions. html" target="blank" rel="noopener"><u>Time Magazine (1966)</u></a>. This statement is laughable in today’s society. In the last 60 years, online purchasing has become a daily event, and more online purchases are being made every year. </p><p>In fact, ​In 2024, total ecommerce sales in the United States reached approximately <a href="https://www. census.
By Kajsia McCoy, Bailey Hendrickson on May 9, 2025
<p><img src="https://d3jlqkabnnke2x. cloudfront. net/ecommerceheader750x4720b8d30ca25. webp" alt="Accurate address data builds trust and reduces costs" width="751" height="472"></p><p id="address-data-validation: A key player in ecommerce fulfillment-solutions">Getting deliveries right starts with getting addresses right. </p><p>In today’s “I want it now“ world of online shopping, customers expect their orders to show up on time and without any hiccups. And the stakes are high: <a href="https://www.
By Kajsia McCoy, Bailey Hendrickson on May 3, 2025
<p>Ever feel like your address data is cursed?</p><p>Customers claim their packages never showed up. </p><p>Your CRM swears by an address that doesn’t exist. </p><p>Meanwhile, your checkout form mysteriously rejects a perfectly valid street name like it's possessed. </p><p>Healthcare claim denials, failed insurance verifications, suspicious fintech delays—something strange is definitely going on. </p><p>Instead of avoiding or running away terrified, we’re investigating the eerie and mysterious on Paranormal Day, May 3.
By John Hickey, Bailey Hendrickson on April 21, 2025
<p>Healthcare fraud isn’t just an occasional headache—it’s a <a href="https://www. pymnts. com/identity-theft/2022/synthetic-identity-fraud-costs-businesses-billions-each-year-data-shows" target="blank" rel="noopener"><u>$20 billion-a-year black hole</u></a> draining financial institutions. </p><p>And that’s just the fraud we know about. </p><p>As healthcare systems become more complex, fraudsters are also getting smarter, faster, and more creative at exploiting vulnerabilities, especially in address verification.
By John Hickey, Bailey Hendrickson on April 14, 2025
<p>Address autocomplete is a powerful tool for improving form completions and ensuring users select real, deliverable addresses at entry. However, to maintain long-term data integrity and enhance address-related insights, address verification is a necessary complement. Here’s why:</p><p><strong>1. Gain up to 55 points of metadata per verified address</strong><br>Autocomplete provides real-time address suggestions, while address verification appends additional metadata. Address verification enhances each address with up to 55 points of data, such as:</p><ul><li>ZIP-9 level accuracy geocoordinates (rooftop accuracy also available)</li><li>ZIP+4 Codes</li><li>Residential Delivery Indicator (RDI) to identify residential vs.
By Kajsia McCoy, Bailey Hendrickson on March 18, 2025
<p>We know it’s not New Year's anymore, but we can still push for improvement and efficiency in our lives. </p><p>Maybe you’ve lapsed on that goal to be healthier or slightly slipped on your new reading and writing regimen. No worries. </p><p>Not only are we here to remind you to KEEP GOING on whatever goals you have, but we’re also here to give you an easy-to-implement solution that will create <a href="/blog/shipping-optimization"><u>shipping efficiency</u></a> and stop sending packages into the void.
By John Hickey, Bailey Hendrickson on March 12, 2025
<p>Let's start with a number that should make every hospital administrator do a double take: $17. 4 million. That’s how much the average hospital loses annually—just from denied claims due to patient misidentification. This isn’t from equipment costs, not from staffing shortages, and not even from insurance negotiations—just from keeping bad patient data. </p><p><i>Surely, our forms aren’t that bad. (Yes, they are, and stop calling me Shirley. )</i></p><p>But here’s the reality: According to the <a href="https://security.
By John Hickey, Bailey Hendrickson on February 27, 2025
<p>Healthcare is experiencing a dramatic shift in how patient information is stored and managed. Electronic medical records (EMRs) and electronic health records (EHRs) have become the new standard, driven by two powerful forces: everyone has mobile devices and the increase in the human population. </p><h2>A growing problem with clean address data in EMRs and EHRs</h2><p>While EMRs and EHRs offer amazing accessibility and storage capabilities (way better than a filing cabinet), they've also exposed a critical weakness in many healthcare organizations: address data quality.
By Andrew Townsend, Bailey Hendrickson on February 26, 2025
<p>Address verification isn't just <a href="/docs/why-smarty"><u>a nice-to-have feature</u></a>—it's a critical business function that directly impacts your bottom line and customer satisfaction. </p><p>The impact of reliable address verification extends throughout your entire operation. Every returned package or piece of mail represents wasted shipping costs, lost time, and potential damage to customer relationships. Most importantly, <a href="/blog/how-i-reduced-my-returned-mail-using-address-autocomplete"><u>it's an entirely preventable problem</u></a>.
By Brent Francom, Bailey Hendrickson on February 14, 2025
<p>There are plenty of address data solutions in the sea. You might need to let them off the hook if:</p><ul><li>Their data accuracy is suffering<ul><li>Too many <a href="https://www. smarty. com/articles/address-false-positives"><u>false positives</u></a></li><li>Spotty data availability (lack of international support? Beuller?)</li><li>Off-the-mark geocoding (not truly <a href="/blog/us-rooftop-geocoding-reverse-geocoding-announcement"><u>rooftop-level accurate</u></a>)</li><li>Missing data enrichment (<a href="/articles/what-is-rdi"><u>RDI</u></a>, <a href="/articles/county-fips-codes"><u>FIPS</u></a>, <a href="/products/features/smartykey"><u>unique ID</u></a>, <a href="/articles/secondary-address"><u>secondary addresses</u></a>, etc.
By Andrew Townsend, Bailey Hendrickson on February 6, 2025
<p>In 2024, it’s estimated that online purchases, or ecommerce, made up more than <a href="https://www. statista. com/statistics/534123/e-commerce-share-of-retail-sales-worldwide/"><u>20% of global retail</u></a>, with <a href="https://www. sellerscommerce. com/blog/ecommerce-statistics/"><u>2. 77 billion people shopping online</u></a>, and those numbers will only get bigger in the following years. With so much online shopping, more goods and services are being shipped than ever before—including during the height of the Sears catalog in 1970.
By Kajsia McCoy, Bailey Hendrickson on January 29, 2025
<p>Shipping optimization is rapidly evolving the retail landscape with advancements in shipping technology. From using robotics to increase efficiency and protect workers from dangerous jobs to autonomous vehicles<strong> </strong>and drones taking items to hard-to-reach areas, shipping has drastically evolved from the infancy of ecommerce in the 1990s. </p><p>Sure, the 90s are currently having a pop culture resurgence, but your customers don’t want their shipping experience to go retro. One of the most impactful ways to ship effectively is to use a Shipping Execution System (SES).
By Andrew Townsend on January 13, 2025
<p><i>The following is based on a true story. Some of the names and relationships have been changed to protect the anonymity of individuals and companies. However, the numbers are 100% accurate. </i></p><p>In 2023, I wanted to mail some really fancy cards to 165 businesses. I collected their addresses by asking for them or finding them in their online listing and collected them all in a neat little row. Then, I went a step further and ran these addresses through Smarty's bulk address validation tool.
By John Hickey, Bailey Hendrickson on January 8, 2025
<p><a href="/solutions/healthcare">In healthcare,</a> the havoc an inaccurate address can wreak on your financial results is significant in more ways than one, and the boost in overall profitability from maintaining a clean address database is equally worth noting. </p><p>Accurate <a href="/products/us-address-verification">healthcare address validation</a> improves operational efficiency, patient engagement, and compliance and builds revenue to heights that couldn’t be met without it. </p><p>Here’s what we’ll be covering:</p><ul><li>Healthcare address validation pros and cons<ul><li>Con: Increased claim denials and organizational costs</li><li>Pro: Reduced claim denials and reprocessing costs</li><li>Con: Increasing patient match error rates</li><li>Pro: Improved patient matching and data quality</li><li>Con: Complicated billing and collections processes</li><li>Pro: Streamlined billing and collections capabilities</li><li>Con: Exposure to legal liabilities</li><li>Pro: Enhanced regulatory compliance and risk aversion</li><li>Con: Misplaced market strategy</li><li>Pro: Data-driven decision-making and market insights</li></ul></li><li>Epilogue: Avoiding the pain (see our summarized financial savings)</li></ul><h2>Healthcare address validation pros and cons</h2><p>There’s a pro and a con associated with having (or not having 🫣) accurate address data in your healthcare systems.
By Andrew Townsend on December 18, 2024
<p>Smarty's US Street Address API and International Street Address API provide a lot of output. Things like <a href="/docs/append-carrier-routes">Carrier Route</a>, Congressional District, <a href="/articles/geocoding">geocode</a>, <a href="/articles/usps-elot-enhanced-line-of-travel">eLOT sequence</a>, timezone, and much much more are available with every address check. </p><p>But there may be points of data that you’re not entirely sure what it means or how to use it. </p><p>In a recent webinar, we brought <a href="/company/team/lyle-durland">Lyle Durland</a>, Head of Support, and <a href="/company/team/jeffrey-duncan">Jeffrey Duncan</a>, Technical Product Manager, together to outline some of the more useful points of data, and how to interpret it.
By Holly Joyce, Bailey Hendrickson on December 12, 2024
<p>We love ninjas!</p><p>Yes, we do!</p><p>We love ninjas!</p><p>How about you? </p><p> </p><p><i>crickets </i></p><p> </p><p>We know they’re out there. <br><br>BUT TODAY IS THEIR DAY, so even though these sneaky, highly-trained martial artists aren’t going to join our cheering throngs, we’ll celebrate them on National Day of the Ninja. <br><br>Why?</p><p>Because we’re ninja masters (sort of). </p><p>We’re really good at solving every address issue just like we believe our fellow shadow warriors would—silently running in the background, solving challenges with unparalleled speed and accuracy.
By Dan Lambourne, Bailey Hendrickson on November 30, 2024
<p>Here is a day to consider protecting sensitive data, whether it's names, addresses, social security numbers, telephone numbers, email addresses, driver's license numbers, passport numbers, financial data, or biometric records! Today's the day to double-check your systems and ensure accurate information management. </p><p>It’s Computer Security Day, baby! </p><p>2-factor authentication? Check. Fingerprint and facial recognition? Check. Passwords over 15 characters long with alternating capital and lowercase letters, symbols, and numbers? Check!</p><p>Your IT team is metaphorically making you double-pull on that yellow tab to ensure you’re strapped in securely.
By Santa Buttons, Bailey Hendrickson on November 20, 2024
<p>HO HO HO! Merry Christmas, my dear friends,</p><p>I’m taking a minute from my busy toy-making and list-checking (twice) schedule to write you a letter. I know, I know, usually, it’s you and your lovely children writing ME letters, but I’ve loved seeing your efforts to get on the nice list this year and want to give you a peek into how I make the magic happen. </p><p>Because you made my heart feel warm even at the North Pole, I’m sharing the answer to my most asked question: "How do I deliver billions of gifts to people all over the world?” </p><p>The magic behind my sleigh rides? Hint: it's not the reindeer… I use Smarty.
By Kajsia McCoy, Bailey Hendrickson on November 18, 2024
<p>The customer experience (CX) landscape is changing faster than a squirrel on espresso 🐿️☕, driven by technological advancements, consumer expectation evolution, and the need for all things to become digital. Maybe you wanna keep up with the change. That’s great. Or even better, you want to get ahead of all the other guys. That’s where Smarty comes in. </p><p>Looking at what the future of customer experience will be like in 2025 and beyond (supported by relevant statistics and insights from various studies we’ve collected), address autocomplete and verification play a bigger role than you might suspect.
By Kajsia McCoy, Bailey Hendrickson on November 12, 2024
<p><strong>Webinar recap:</strong> The holiday sales race is almost on, and if you’re not prepared with your checkout game plan, you might be left behind with a sea of cart abandonments and “Where’s my order?” calls. But fear not! </p><p>We recently held a webinar with address data experts Caroline Roweton and Brent Francom to talk about the ways bad address data can WRECK your holliday sales bump. </p><p>They covered 7 ways you can use address data tools like <a href="/products/us-address-autocomplete">autocomplete</a> and <a href="/products/us-address-verification">address verification</a> to crush the competition faster than a Black Friday doorbuster crowd will crush your beautiful holiday displays.
By Kajsia McCoy, Bailey Hendrickson on October 16, 2024
<p>If you’re here, you appreciate a good horror movie, especially around Halloween time. </p><p>There are many different subgenres of scary movies: slasher, found footage, psychological horror, supernatural horror, monster, folklore, zombie, gothic fiction, paranormal fiction, and the list goes on and on for a frighteningly long time. </p><p>One thing all horror movies have in common is a scary setting. Maybe the trees are creepy and dead. Perhaps the house is rotting from the inside out. Sometimes, the location has historical significance with real and traumatic events.
By Kajsia McCoy, Bailey Hendrickson on October 1, 2024
<p>Nestled snugly in Orem, Utah, address experts huddle in a circle to hear the cautionary tale of the curse of the wrong address. The lights dim, and a hush falls among the group as the flashlight beam fractures in two, lighting the sides of an older man’s face. He clears his throat and begins…</p><p>Just days after Melissa Darnitall’s 17th birthday, a Victorian house went up for sale in the quaint town of Rolling Hills. Being historians by trade and visiting the city every year to experience what her mother called “the classic Halloween experience,” Melissa’s parents jumped to buy the property.
By Kajsia McCoy, Bailey Hendrickson on September 24, 2024
<p>Everybody in ecommerce, marketing, or sales knows that it’s not just about the 1st sale–you want customers to come back—a lot. On the surface level, it seems fairly simple to understand why. #MoreMoney 💸</p><p>Return customers liked their first interaction with your company and product so much, they’ve returned to purchase from you a second time. There’s no set schedule to when they’ll return again, and they may only make one more purchase. </p><p>Repeat customers are loyal customers who keep coming back again and again.
By Ryan Muir, Bailey Hendrickson on September 5, 2024
<p>Remember that phrase we all used in middle school, “Well if you love it so much, why don’t you marry it?” Well, we couldn’t agree more. </p><p>Address data and insurance claims have been partners in an ever-evolving landscape of technology and property for years. Insurance claims rely on geocoding to find the exact location, and property data is used to assess the property's condition and attached amenities before losses. </p><p>Efficiently deploying adjusters and accurately assessing damage is impossible without accurate address data.
By Andrew Townsend on September 3, 2024
<p>We had a sit-down with Smarty crew members, Caroline Roweton, Associate Product Manager, and Landon Fackrell, Software Engineer, and delved into Smarty's innovative new <a href="/articles/batch-address-validation-geocoding-excel">Excel plugin</a>. </p><p>This powerful tool makes address validation easier than ever, allowing users to clean and verify their address data directly within Excel. With a focus on simplicity and efficiency, Caroline and Landon talked about the features and benefits of the plugin, demonstrating how it can save time and enhance data accuracy without any need for coding.
By Ryan Muir, Bailey Hendrickson on August 20, 2024
<p>For underwriting efficiencies and commercial insurance success, the accuracy and reliability of data are crucial. Accurate data improves the risk assessment process and optimizes the overall workflow, saving both time and money. Leveraging Smarty's high-quality address data solutions, precise rooftop geocoding, address verification with PUIDs, and address autocomplete provides a significant advantage in improving insurance underwriting processes. </p><h2>The significance of a single rooftop geocoding vendor</h2><p>Traditional geocoding cascades pose challenges.
By Brent Francom, Bailey Hendrickson on July 31, 2024
<p>The U. S. homeowner’s insurance segment is facing unprecedented challenges, marked by the worst underwriting results since at least 2000. According to <a href="https://news. ambest. com/pr/PressContent. aspx?refnum=34940&amp;altsrc=2">a recent report by AM Best</a>, the segment experienced a staggering $15. 2 billion underwriting loss in 2023, more than double the losses seen in the previous year. They credit this dramatic increase in insured losses primarily to population migration into areas where weather-related events occur more frequently, coupled with rising urbanization and development in regions susceptible to natural perils.
By John Hickey, Bailey Hendrickson on July 29, 2024
<p>Up until now, SmartyKey®, a persistent unique identifier for all 210+ million addresses in Smarty’s database, has only been available to customers who purchased <a href="/products/us-master-address-list">US Master Address List</a> or <a href="/products#:~:text=bad%20address%20data. -,Geocoding,-Effortlessly%20validate%20and">geocoding products</a>. We’re happy to announce that, as of today, it's also available at no extra cost with <a href="/products/us-address-verification">US Address Verification</a>.
By Andrew Townsend, Bailey Hendrickson on July 26, 2024
<p>Don’t panic. We’re not telling you to set up your Christmas lights in July or tune into your favorite holiday station. We’re not crazy here (mostly). But also, do your thang. </p><p>What we ARE saying is that if you’re in ecommerce, you know just as well as Smarty does that you have to start prepping for those big holidays months in advance. Today is as good as any to see how setting up the right real-time address capabilities, like suggesting verified customer addresses as they type, can get your business in the black on Black Friday.
By Sawyer Hendrickson on March 18, 2024
<p>March 18 marks a bit of an awkward holiday: Awkward Moments Day. It's a day that celebrates those times that make you cringe, moments that make you face-palm, and stories that wake you up at 4 in the morning thinking, "Ugh! Why did I do that?" Although these moments can be uncomfortable, it's helpful to remember that everyone has them, and if they say they don't … We know they’re lying. </p><p>It's also helpful to remember that these embarrassing stories can help us learn and do better the next time around.
By John Hickey on February 14, 2024
<p><strong>Webinar recap:</strong> In a recent webinar, we showed how address data tools help managers improve business performance in the following areas:</p><ol><li data-list-item-id="e3437de224f424dd4db54b165d09f884d">Network Planning</li><li data-list-item-id="ec04c69801a00e1e1b5f2f18b9be3763c">Asset Management</li><li data-list-item-id="eb514e1e10ce721297ddb7c7523017ea6">Customer Acquisition and Retention</li><li data-list-item-id="e2f2fcd4c9a7f99d50b6ad63ca596cdd6">Data Blending</li><li data-list-item-id="e114cea01972a1d8fc653444da45bf505">Mail and Parcel Delivery</li><li data-list-item-id="e75f120878ebda35faa58850c0f07e2b5">Fraud Reduction</li></ol><h2>1.
By John Hickey on January 15, 2024
<p>In the fast-paced and competitive world of telecommunications, where high customer expectations and intense rivalry prevail, the strategic use of address data intelligence, including geocoding and address verification, is increasingly essential. For professionals in the telecom sector, understanding and utilizing these tools can significantly streamline operations, enhance customer satisfaction, and drive business growth. </p><p>This article delves into how <a href="/"><u>Smarty's</u></a> address data solutions address common pain points in the telecom industry.
By Benson Ehlert on November 7, 2023
<h3>Why accurate addresses matter to healthcare professionals</h3><p>The healthcare system typically relies on human entry for its data entry. Whether the information is added by the customer, a receptionist, a nurse, or even a doctor, there are a lot of areas for the information to be misentered. Not only that, but hospital staff members frequently edit or enter additional information following the patient's first visit. The constant editing and entering of data by a human results in more than just a tiny typo now and again.
By Landon Fackrell on September 26, 2023
<p>Did you miss our recent webinar on how to use our new Google Sheets and Excel plugins for address validation? Don't worry; we've got you covered. This blog post provides an in-depth summary, highlighting essential functionalities, setup processes, and answers to some pertinent questions raised during the webinar. </p><p>Here's what you can expect to read about in this blog:</p><ul><li data-list-item-id="eeba68e8ae33d6311d4cf00ac320a2515"><a href="#the-basics">The basics</a></li><li data-list-item-id="e6fa9ca647882036737dba2e7c5bcc079"><a href="#functionality">Functionality</a></li><li data-list-item-id="e75d7f6ffd6b1fda761adfea4fef275fb"><a href="#getting-started">Getting started</a></li><li data-list-item-id="e2ac9ccebd5db1af7f6807e3e6105ccf6"><a href="#q-and-a">Q&amp;A</a></li></ul><h3 id="the-basics">The basics</h3><p>We want to make it easier for businesses to validate addresses and retrieve necessary data efficiently.
By John Hickey on June 14, 2023
<p>Lost packages equal lost revenue. </p><p>It’s a simple equation—if USPS or another delivery service can't deliver your products to the listed address, you’re likely out the cost of the item and the shipping, and you might even have to pay a return fee. </p><p>However, one simple addition to your workflow can get your balance sheet back to black—address verification. </p><p>Use a full address validation service that includes secondary address data like apartment unit numbers to cleanse your delivery list.
By John Hickey on June 1, 2023
<p>Your business generates data with every digital ad you run, every purchase order, every promotional mailing, and every customer survey you do. And every time one campaign wraps up, another starts. Developing a solid database cleansing and consolidation strategy can help prevent a database full of holes and information gaps. </p><p>Why does database cleansing matter? Your revenue will diminish if you rely on bad data to make strategic business decisions. In our ebook, 5 Ways Companies Use Address Verification to Improve Business Results, we discuss how to use address verification software to cleanse databases and merge datasets.
By Trent Howell on May 23, 2023
<p><strong>PROVO, Utah</strong>--Smarty, a leader in address data intelligence, today announced that it has been named an industry leader, receiving 22 awards and top honors across address verification and e-commerce tools categories in G2's Spring Report. Awards and rankings originate from customer feedback and reviews, highlighting the best software products for businesses. </p><p>Smarty ranked first amongst over 50 address verification services, honored with recognition in the following areas:</p><ul><li>Leader</li><li>Easiest To Use</li><li>Most Implementable</li><li>Easiest Admin</li><li>Best Results</li><li>Best Relationship</li><li>Best Usability</li><li>Highest User Adoption</li><li>Best Meets Requirements</li><li>Momentum Leader</li></ul><p>G2's address verification category awards are based on customer feedback and verified reviews from nearly 1,000 customers.
By Andrew Townsend on April 26, 2023
<p>In our recent webinar, Ryan Cox, one of our highly skilled API developers, walked through setting up and using the Smarty Go SDK. The webinar covered various essential topics, from obtaining the SDK to understanding the ins and outs of implementation. </p><p>Ryan explained that the Smarty Go SDK is easily accessible on GitHub. He then moved on to discuss the key differences between embedded keys and secret keys. Embedded keys are ideal for client-side applications because they provide limited access and don’t reveal sensitive information.
By Andrew Townsend on March 12, 2023
<p>Master data management is but one section of our recent ebook “Data Governance: An Executive’s Survival Guide”. You can download the full ebook for free <a href="https://www. smarty. com/ebooks/data-governance-an-executive-survival-guide">here</a>. </p><h2>What is master data?</h2><p><strong>Master data</strong> is all the data critical to your business's operation. It's the data that multiple departments depend on to make decisions and drive success. From customer data to product data, financial data to inventory data, master data is the backbone of many organizations.
By Andrew Townsend on February 1, 2023
<p>On average, customers of Smarty process 3. 3 billion addresses collectively a day. If you were to count a single <a href="https://en. wikipedia. org/wiki/Cheetos" target="blank" rel="noopener nofollow">Cheeto</a> for each address, that’s enough Cheetos to fill up 1,930 vans per day. If you were to start walking along the equator of the Earth and you took one step for each address, you’d make 38 trips around the planet. That’s a ton of address lookups. </p><p>So with that much address data flying through our systems, we decided to host a webinar sharing some of the insights we’ve gained from the over 440 billion addresses that were validated in 2022.
By John Hickey on January 31, 2023
<p>Every business executive knows that good data is critical. When you’re developing your sales strategy and talking about how to increase revenue, you probably turn to data to answer questions like these:</p><ul><li>What areas of growth can we exploit?</li><li>Which products are performing well?</li><li>Is mobile or desktop driving more sales? Where is traffic increasing?</li><li>How do we identify the “low-hanging fruit” customers?</li><li>Where can we reduce costs?</li></ul><p>But how do you know if your data is accurate? What steps do you need to take to ensure your data is actionable and driving revenue?</p><p>In our free ebook, <a href="https://www.
By John Hickey on January 31, 2023
<p><strong>Certain surprises are fun. Finding out the person in front of you at Starbucks paid for your coffee? Java-tastic! Finding out you've been shipping products to addresses that don't exist? That's a postal catastrophe. </strong></p><p>Luckily, many shipping snafus can be prevented by using address validation software. </p><p><strong>Address validation (or verification) is the process of checking a mailing address against an authoritative address database. If the address matches an address in the known database, it is marked “valid”—meaning it's real.
By Andrew Townsend on January 19, 2023
<p>It seems that 1969 was a very special year. </p><p>Looking back, you’ll find some of the coolest American muscle cars peaking in their infant stages, such as the <a href="https://www. hotcars. com/10-cool-facts-youve-forgotten-about-the-1969-ford-mustang-boss-429/">Mustang Boss 429 Fastback</a> and the <a href="https://www. americanmusclecarz. com/articles/jump-on-this-real-deal-general-lee">Charger R/T 427 HEMI</a> made famous by the Duke brothers. You’ll find the <a href="https://www. bbc.
By John Hickey on January 17, 2023
<p>Typos, typoes or typo's?</p><p><strong>No matter how you spell the word, typos are a problem. Even the most accurate typist occasionally misspells a word, leaves off a letter at the end, or just types a different word than intended. </strong></p><p>Typos in a text to your friend aren't a big deal. They'll figure out what you mean using context clues. But in a business data scenario, if you're following the logic of traditional address matching, where an address is either an exact match or not a match, you can't account for different formats or misspellings.
By John Hickey on January 11, 2023
<p><strong>We recently released a free ebook, </strong><a href="https://www. smarty. com/ebooks/4-keys-to-unlocking-latent-revenue"><strong>4 Steps to Unlocking Latent Revenue and Driving ROI with Your Address Data</strong></a><strong>, in which we show you how to use your company’s address data to unlock latent revenue and drive ROI. </strong></p><p>In our last article, we reviewed address parsing. Today, we’ll explain address normalization and why it matters for data cleansing and analytics.
By John Hickey on January 6, 2023
<p><strong>Our global economy comprises many industries—healthcare, financial services, insurance, commercial development, and more. But one thing all companies have in common, no matter the industry? They’re all chasing a bigger and better return on investment (ROI). </strong></p><p>While there are many drivers of ROI, have you ever considered the role that address validation plays?</p><p><strong>Clean address data is essential for many business functions. Consider eCommerce, one rapidly growing example.
By Andrew Townsend on November 29, 2022
<p>There are many problems you may run into if you're working with address data. In our recent webinar, our own Adam Charlton went over some of the challenges he's encountered the most, and how to deal with them. </p><p><strong>Here’s some of what he talked about. You can view the full recording at the link below. </strong></p><h2>Standardization</h2><p>Standardizing addresses helps solve many of the problems inherent in data blending (combining two or more address databases together). To properly blend different address databases together, you need to either have an external ID correlate the two sources or have identically formatted address fields.
By Wes Arnold on November 21, 2022
<p>Parcel shipping costs have been rising since 2020. We’ve all seen inflation on the consumer end, whether we’re checking out online or paying at the gas pump. And skyrocketing freight rates have made headlines. Today, we’re going to focus on the impact of the increasing cost of shipping on your business and what you can do about it. </p><p>But don’t lose hope—while we’re going to explore climbing shipment costs in this article, we’ll also chat about what your business can do to make shipping more efficient.
By Trent Howell on November 14, 2022
<p>It’s November, and online shopping is ramping up to its climactic end-of-year blitz. www. blackfriday. com estimates that between Thanksgiving and Black Friday of this year, consumers will spend approximately $13 billion (<a href="https://www. smarty. com/blog/how-to-clean-address-data-for-the-holiday-rush#black-friday-predictions">1</a>). </p><p>That’s great news for your business. But if you don’t have the right tools in place to help you meet that demand, you might be left wishing you had better prepare.
By Wes Arnold on August 17, 2022
<p>QGIS is an open-source GIS (geographical information system) platform that helps millions of users throughout the world map, visualize,and share geographic information. Use cases range anywhere from mapping water usage to selecting new retail store locations. It's a highly capable tool for GIS professionals, and it's free. </p><p>Because QGIS is open source, individuals and organizations are free to build and offer plugins to help users accomplish specialized tasks. This extensive library of plugins offers users a wide range of tools that allow them to build maps for very specific needs.
By John Hickey on August 10, 2022
<p>Companies purchase national master address lists to use in many ways for many reasons. </p><p>Though some might assume the only reason to purchase a national address list is to blanket-mail or ship things to people not already in a company’s database, the lists are extensively used for asset location tracking, resource planning, market intelligence, operations optimization, business strategy, and decision-making. </p><p>Let’s take a closer look at the first non-mailing use case: asset location tracking.
By Trent Howell on June 22, 2022
<h2>Smarty unveils unmatched QGIS geocoding accuracy with release of geocoding plugin - US address</h2><p><strong>PROVO, UT - June 21, 2022</strong> - Smarty, a leader in location data intelligence, announces today the release of their QGIS Geocoding Plugin for US Addresses to provide an easy way for users of the popular GIS software platform to validate, standardize, and convert addresses to their <a href="/articles/what-are-geocodes">latitude and longitude coordinates (geocodes)</a>. The plugin allows manual address entry as well as <a href="/articles/batch-geocode">batch geocoding via CSV</a>.
By Andrew Townsend on May 23, 2022
<p>In this webinar, our geocoding and address expert Adam Charlton went over the ins and outs of address data. He gave details about address components and how they influence the way an address is composed. He also dove into the difference between ZIP9 and ZIP11, what a non-postal is, and other address hacks you didn’t learn in primary school. </p><h2>Standardization and validation</h2><p><a href="/articles/what-is-address-validation">What exactly is a valid address?</a> There are lots of different definitions depending on what your goal is with the address.
By Trent Howell on July 20, 2021
<p><strong>July 20, 2021 - PROVO, UTAH</strong> - SmartyStreets, a leader in location data intelligence, announces the release of the new <a href="/products/us-address-verification">US Address Verification - Enhanced Matching</a>. Enhanced matching successfully verifies the messiest of addresses and includes 15 million additional valid addresses not found in the USPS address database. </p><p>The new enhanced matching engine successfully validates and corrects more ill-formatted addresses than ever before.
May 26, 2015
<h2>A deceitfully comforting illusion</h2><p>In the US today, there are nearly <a href="https://www. parentsformeganslaw. org/number-of-registrants-reported-by-state-territory/">800,000</a> registered sex offenders. As part of the registration process, each sex offender is required to report their physical address to a local police department (the exact process varies from state to state). This is intended to empower the public to be able to identify where these offenders live and if one of them lives near you.
November 10, 2014
<p>While it's an unfortunate truth of of today's e-commerce world, it is one that cannot be ignored: Fraud is ever-present in online transactions. The expense of unnecessary shipping costs and human resources, disgruntled customers, and the time it takes to investigate disputes adds up. And the damage to a company's brand may result in untold amounts of lost sales. </p><p>Using an address verification service (or AVS) as one of the tools in your fraud management toolbox is a smart and cost-effective move.
By Rob Green on September 23, 2014
<h3>Must have address to play</h3><p>Every month, tens of billions of apps are downloaded from the <a href="https://play. google. com/">Google Play store</a>. Users of those apps have historically had limited contact with the app developers for asking questions or lodging a complaint. And getting a response from some developers has proved to be a very difficult experience. </p><p>Google briefly considered requiring app developers to provide their physical address or have their app removed from Google's play store.
September 9, 2014
<h2>Why do some businesses fail and others succeed against all odds?</h2><p>On the last day of my microeconomics class, my professor asked us a question:</p><blockquote><p>"If there are 1. 333 trillion barrels of oil left on the planet and we use 6. 89 billion barrels of oil each year, how long will it take for us to run out of oil?"</p></blockquote><p>Pencils and calculators came out to solve what seemed like a math problem. I also started to do the long division, but then stepped back. It occurred to me that economics is a branch of sociology, not math.

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