What Is Link Rot?
Vast amounts of information and data exist in digital-only format. It is most often made available through the web. But the digital world is dynamic. Unlike printed materials that are archived in libraries, online content is at the mercy of constant updates and shifting digital landscapes. For you, this volatility poses a significant risk: a vital source that once bolstered your argument might not be accessible when you need to refer to it.
Digital information is inherently ephemeral. Unlike printed material that can survive centuries, online content is often transient. The ease with which content is updated or removed—even for legitimate reasons such as privacy concerns or site redesigns—creates a precarious environment for any professional who depends on the permanence of the written word. For you, this instability means that the digital trail left behind by prior research or online evidence may vanish without a trace.
Imagine citing a blog post, legal commentary or official document in your brief, only to find that the hyperlink no longer works. This is the essence of link rot. It occurs when a URL, once active and accessible, begins to deteriorate. As you depend increasingly on digital sources, the erosion of this content can undermine the integrity of your research and, by extension, the reliability of your legal arguments.
In 2014, Harvard law professors Lawrence Lessig, Jonathan Zittrain and Kendra Albert reviewed links published in three Harvard legal journals, as well as the links across all published U.S. Supreme Court opinions. More than 70 percent of the URLS in the journals and 50 percent of the URLS within the U.S. Supreme Court opinions suffered from “reference rot”––the link did not produce the information originally cited. In 2021 Professors Zittrain, Bowers and Stanton examined link rot and content drift in the New York Times since the launch of the Times website in 1996 through mid-2019 and found that a quarter of the more than 2.2 million hyperlinks were broken. Pew Research Center estimates that from 2013 to 2023 a quarter of everything put on the web is inaccessible.
Why Link Rot Happens
In your daily practice, you may click on a link to review a legislative update, a court decision or a legal journal article, only to find that the page is no longer available. This frustrating experience occurs for several reasons:
- Website restructuring. Law firms, government agencies and academic journals regularly update their sites. In doing so, URLs can change without proper redirection.
- Content removal. Websites may remove content for a variety of reasons, such as privacy concerns or the decision to update outdated material.
- Domain changes. When organizations rebrand or their domains expire, previously accessible pages may vanish.
- Temporary server issues. Occasionally, a server error might render a page temporarily inaccessible.
- Content goes behind a paywall. Content that was freely available is placed behind a paywall after a period, or the content provider is bought and is no longer available for free.
A more recent phenomenon is Google’s decision to stop supporting the URL shortening service that turned a lengthy URL into a shortened version starting with “goog.gl.” While Google deprecated the service in 2018, the company announced that after August 25, 2025, URLS starting with “goog.gl/” will return a 404 HTTP error. Google will begin to warn developers and users who click shortened links by displaying a page with a warning about the 2025 expiration before redirecting users to the original target page.
Finding Missing Content
When you encounter a “404 Page Not Found” from web search results your recourse in finding the missing content has become more challenging. In the past, search engines like Google and Bing provided a link to a cached page, a snapshot of the page when it was crawled and indexed. However, Google has ceased providing the cached view in the search results and no longer supports finding a cached version of a page by appending “cache:” before the page’s URL in your browser bar. Similarly, the Bing search engine has removed the cache link in December 2024.
The Internet Archive Wayback Machine is now taking on the heavy lifting of preserving web pages and has been doing so since 1996. In addition to 835 billion web pages archived, the nonprofit organization also has preserved 44 million books and texts, plus multimillions of audio recording, videos, images and software programs. Though the Internet Archives has been at odds with for-profit publishers over copyrighted materials, the work that they do helps preserve the digital record for posterity.
If you run across a broken link, you can check the Internet Archive Wayback Machine to see if the page was archived. Go to the Internet Archive and enter the URL or words related to the site’s home page. In some cases, for larger websites, the Wayback Machine captures the site over time, so you can view iterations by date.
Google is now using the Wayback Machine as a replacement for cached pages. If you perform a Google search and the link returns a 404 error, go back to the search results and click on the three horizontal dots. A panel will appear that provides more information about the web page. To get to the Wayback Machine snapshot click “More About This Page” on the panel and a new page loads in the browser. On that page click the link in the “See previous versions on Internet Archive’s Wayback Machine.” If you are lucky the page will appear in the Wayback Machine archive.
Another method, though it is haphazard, is to deconstruct a web page URL. If you find a link to a page that is resulting in a 404 error sometimes you can find the unique page again from the hosting website, depending on the website CMS (content management system). For instance, if this page is broken you can start trying to see if the resource is still available by moving backwards in the URL. Try it and see if the page still exists.
Another option is to view a sitemap. A sitemap is like the outline of a website, meant to help web crawlers find pages. To view a sitemap, type the URL and then sitemap.xml. The page you see may be written in code but could help if you are desperate.
Finally, see if the content is on another website. When you find a promising looking result in a Google search only to find the page link results in a 404 error, copy the page title and any description and try using that information as the basis of your new search.
Preserving Content
There are ways to preserve information that you find online. Let’s break down specific remedies into two main categories: one for your personal reference library and another for outward-facing documents that support your client and court communications.
For Your Personal Reference Library
Print to PDF
One of the simplest ways to preserve online content is to create local copies. When you find a source that you know is important, immediately save a PDF version of the page. Most modern browsers have built-in “print to PDF” functionality that allows you to capture the entire web page. Right click and choose Print and choose to Save as PDF or print to your PDF software like Adobe PDF in the panel that appears. In some instances, print to PDF may strip out ads, videos or hovering content. If you need to preserve those, as well as the date/time and URL of the capture, click on More Settings and scroll down and check the boxes under Options for Headers and Footers and Background Graphics. Want to capture a “clean” version of a web page that strips out extraneous ads and makes it more readable? In Microsoft Edge click on the circle with three dots next to the URL and choose Immersive Reader and then print that to PDF by right clicking.
Screenshots
If you need to capture a web page exactly as it appears, and you do not necessarily need it to be searchable you can take a screenshot. If you are using Windows 10 or 11 you have the Snipping tool built into the operating system. However, it is difficult to capture an entire web page even if you expand it to full screen with F11. In the Mac operating system press Command + Shift + 3 to create a screenshot.
To capture a scrolling screenshot of a web page, the screenshot utility by TechSmith, Snagit, is tried and true. An individual Snagit license is $39 per year. Install Snagit and choose Scrolling Screenshot then scroll vertically or horizontally on a web page to capture the entire page. The resulting screenshot will be saved in the Snagit Editor. It preserves the page and adds metadata including the application, website URL, title and the date/time it was created. You can also annotate the screenshot and OCR the text.
Web Clipping Tools
For a more sophisticated approach, consider using web clipping tools or browser extensions like Evernote Web Clipper, OneNote or similar applications. These tools can capture not only the visual appearance of a page but also its underlying structure and metadata. Some services even offer tagging and annotation features, which can help you organize your captures in a meaningful way.
Evernote
Evernote has been on the market for a long time. It is useful for taking notes and collaboration, but it is also an excellent tool to help capture web content, mainly through the web clipper browser extension. If you plan to use Evernote to capture the entire text of a web page, you will need to pay for a professional or teams plan to have enough storage space to store your saved content.
Through the web clipper browser extension, you can save articles, web pages and screen captures directly to Evernote notebooks. They are searchable and automatically date and time stamped and include a link to the source content. When you clip a web page you can choose article, simplified article, full page or screenshot. You can add it to a notebook of your choice and insert notes, tags and tasks.
OneNote
OneNote comes with the Windows operating system and with Microsoft 365 subscriptions. Like Evernote, you can save a full page, region, article and more with the web clipper browser extension. Choose the notebook where you want the capture to be stored. It adds the page title, page URL, date and time and more information. If you want the capture to be full text searchable and editable be sure to capture the page as an article, versus a full page, which results in an image.
OneNote notebooks can be shared on a server or through a Microsoft 365 subscription, making this an excellent way to share research notebooks with others in the firm and capturing content that could later go missing.