Smarty

Common Problems When Working with Address Data

There are many problems when working with address data. Join Adam Charlton as he covers the challenges he's encountered and how to deal with them.
Andrew Townsend
Andrew Townsend
 • 
November 29, 2022
Tags

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.

Here’s some of what he talked about. You can view the full recording at the link below.

Standardization

Standardizing addresses helps solve many of the problems inherent with data blending (combining two or more address databases together). In order 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.

It’s worth noting that the USPS DPV barcode is not sufficient for data blending. It can be very difficult to properly correlate addresses going off ove the DPV barcode only. See “Semi-valid Addresses” below for more information on that.

Human Error

Human error is a natural occurrence, but can wreak havoc on an address database. If you decide that you’re going to self-standardize your database and change every “street”, “avenue”, or “boulevard” to a standard abbreviation, there’s plenty of opportunity to make mistakes.

Imagine what would happen if you have a correct address but it is not standardized, and when trying to manually standardize it you accidentally change a number. The issues just pop up from there.

The solution is using an automated system to standardize your address database. This could be through a bulk standardizing tool, an API, or other means.

An additional benefit to using an external standardizing tool is that it will likely also validate the addresses. Standardizing means to make an address appear correctly, but validating means that it is an actual mailable address. So what should be considered when validating an address database?

Common Address Validation Issues

Not every address validation tool is created equal. Many will merely tell you if it’s mailable or not, but even those who’t tell you why they're not mailable.

Adam went over three main problems that most people run into when trying to validate addresses.

Unique ZIP Codes

There are some places in the United States that receive such a high volume of mail that the USPS has given them their own ZIP Code. For example, the Empire State Building, some university campuses, or other large corporate offices.

This means that when you use a validation service that uses the USPS database, you won’t get a whole lot of information about those addresses because as long as it has those ZIP Codes, it is mailable, but still might not get where it needs to go.

There’s a lot more information about this in one of Adam’s previous webinars, Address Data Masterclass.

Smarty counteracts this challenge by ensuring that we are informing the user of ,unique ZIP Codes, and we have three unique places to make sure you’re informed.

Semi-valid Addresses

Addresses that are missing secondary addresses may still be valid, but may not get your mail delivered to them. This means if you mail something to da large apartment building, but you put an apartment number that isn’t in the building, it would still be identified as mailable. However, Smarty’s validation tools will ensure that you are aware that your address may have trouble delivering to that address.

R7 addresses fall into this category. These are mailable, but they are not street-deliverable. This sort of mail is typically picked up from the post office, and does not have a DPV barcode.

Non-Postals

Not every address is USPS-serviceable. This does not mean that these addresses are not real, though. Depending on your use-case, these addresses may still be valid. For example, if you’re trying to mass-mail something to addresses that are non-postal, they are probably not valid. But if you’re a real-estate developer they may be valid for your purposes.

Typically to validate non-postal addresses you’ll need a special validation service. Smarty has an Enhanced Match validation tool that handles these like a dream.

Watch the Full Recording

If you’d like to view the full 36 minute webinar, feel free!

Subscribe to our blog!
Learn more about RSS feeds here.
rss feed iconSubscribe Now
Read our recent posts
Inside Smarty - Violet Brin
Arrow Icon
Violetta Brin (Violet) is the purple we all needed in our crayon box. Her strong presence (all puns intended since she’s ripped) is an excellent asset in our marketing sphere. Her laugh is genuine, and her kindness is unparalleled. Violet makes everyone else laugh and smile too.  An experienced designer, Violet adds the right touch to make our site and its components stand out meaningfully.  BackgroundAs a child, Violet wanted to be a spy or a secret agent for the FBI. The appeal of being behind the scenes and pulling off cool things drew her in.
World UFO Day
Arrow Icon
It’s a bird! It’s a plane! Wait, what is that thing? World UFO (Unidentified Flying Object) Day occurs on July 2nd each year, and we’re geeking out about it. If you’ve experienced close encounters with extraterrestrial forces, you wouldn’t be the only one. In fact, this goes back as far as the Puritans.  Diary records from John Winthrop in 1639 mention an incident involving 3 men in a row boat. “‘When it stood still, it flamed up, and was about three yards square,’ the governor reported, ‘when it ran, it was contracted into the figure of a swine.
Legal insights for using Smarty services
Arrow Icon
In our recent webinar, Gianmarco Rosborough, Smarty's legal counsel, provided valuable insights on smart practices and legal considerations for using address data.  Smarty offers the most accurate and easy-to-implement address intelligence suite, processing billions of addresses daily with a reliable API. This tool helps businesses clean data, lower shipping costs, and enhance user experiences with exceptional support. If your organization works with addresses, it's important for you to be aware of the legal ramifications of storing bad address data.