Overview of the Patent Landscape in the Blockchain, Cryptocurrency, and Cryptographic Token Space

Wilson Sonsini Goodrich & Rosati

A. Overview of the Analysis

This analysis identified and processed over 8,000 patents and patent applications worldwide relating to blockchain, cryptocurrencies, and cryptographic tokens as of July 2018. The analysis did not include patents and applications with a priority date before 1998, with the assumption that patents have a maximum validity of 20 years and therefore patents with priority dates before 1998 have expired.

1. Blockchain Platform Architecture and Scope of Search

Blockchain, cryptocurrencies, and cryptographic tokens leverage a combination of preexisting technologies to implement distributed information storage and transaction management processes, including elliptic curve cryptography (ECC) applied to public and private keys, cryptographic hashes, Merkle trees, emergent consensus based on distributed inputs, dynamic adjustments to computing difficulty, proof of work concepts (currently driving Ethereum and Bitcoin), proof of stake concepts (currently driving some cryptocurrencies and planned for adoption by Ethereum), and conditional contracts that can self-execute.

These fundamental blockchain technologies are deployed in various configurations for different applications, and the platforms continue to evolve actively. Consequently, an ecosystem patent analysis focused on blockchain and cryptocurrencies may choose to be more focused on today’s implementations, or may try to anticipate where blockchain and blockchain-based business models will be years in the future. For example, Bitcoin and Ethereum do not currently encrypt the transaction data while stored across nodes, and the flow of crypto funds can be traced sequentially by examining the transaction ledger at any time. This means that to maintain privacy for financial transactions, the accounts themselves must be secured and anonymized, and data stored within crypto wallets must be encrypted. Techniques exist to transmit or store encrypted data across the blockchain (e.g., via message payloads, through smart contracts, etc.), but those are inefficient methods for managing encrypted information and are not logical applications for the current Bitcoin or Ethereum frameworks. A proposal exists, however, to deploy encryption more broadly across Ethereum, which would alter the data architecture of the Ethereum blockchain platform, change the dynamics of privacy, and enable a new class of blockchain applications centered on encrypted data.

To select the dataset for this analysis, the patent search focused on the fundamental aspects of blockchain technology, cryptographic currencies, and cryptographic tokens, as currently implemented in existing blockchain applications and as expected to evolve in the foreseeable future. The search focused on claims of pending patent applications and issued patents, worldwide, and sought to identify applications and patents related to blockchain architecture, distributed ledger technology, competing and parallel consensus algorithms, and smart contracts.

A broader search identified an additional 5,000 patents and applications by expanding the scope of the analysis to include patents from related fields while also searching within the specifications of applications and patents. To achieve a sharper focus on the core aspects of blockchain, cryptocurrencies, and crypto-tokens, these results were not included in the dataset analyzed below, but may be considered in a follow-up analysis.

Depending on applications of blockchain, additional applications and patents may be relevant. For example, a previous analysis of patenting activities in the payments and omnichannel commerce space identified over one million applications and patents (more details here), and to the extent that blockchain business models include commerce aspects, a subset of these application and patents may also be of interest. A follow-up to this analysis may also include other industry segments in which blockchain and cryptocurrency/tokens are likely to be deployed in the future.

2. Limitations of this Study

Patents are an indicator of technical innovation and business activities in specific industry areas, and can be used as a metric for R&D investment (see, e.g., the discussion of the relationship of patents and R&D here). But it is important to understand that the correlation between patenting and business operations is imperfect, and therefore patent-based Key Performance Indicators (KPIs) should not be used as stand-alone metrics to evaluate or compare any entity. Please see Section C (About This Analysis) below for a deeper discussion of how patent-based metrics can understate or overstate the business activities and technical innovation of specific entities.

It is also important to understand that any patent search in high-growth areas like blockchain and cryptocurrencies is just a snapshot in time based on then-current public data, and that the figures and rankings presented in this study are likely to change significantly within the next 12 months. Rather than focusing on any particular ranking or number, the data below should be reviewed more for trends. For example, it is interesting to note that entities from the financial space, like MasterCard, Visa, Bank of America, and Nasdaq, are among the top patent filers in emerging technology areas like blockchain and cryptocurrencies, along some of the largest traditional patent holders like Microsoft, Samsung, and Intel, which was not common in the past in other traditional industries.

Another important observation when reviewing the results presented below is that some entities are unexpectedly missing from the rankings or are ranking lower than expected. It is virtually certain that many prominent companies and organizations have a strong pipeline of patent applications that were filed in the past 12-18 months, and because those applications were not public as of the date of the search, they are not reflected in these figures. This means that many other patent applications in the blockchain and cryptocurrency space will likely be published in the next few months, and therefore the results shown here will probably evolve rapidly over the next 12-24 months. Any patent search in high-growth areas like blockchain and cryptocurrencies should be perceived as a snapshot in time and not as a definitive ranking.

As a final introductory note, this analysis was performed using Boolean searches across large patent databases and techniques for automated processing of large datasets, without a review of actual claims. Consequently, individual patents and claims were not reviewed, and therefore no knowledge of any particular patent or application was acquired.

Section C (About This Analysis) below discusses additional limitations in the data and results of this study.

B. Discussion

1. Global Patent Landscape

Fig. 1 shows the total number of patents granted and pending patent applications for the top 45 patent filers worldwide as of July 2018.

Fig. 1
Top 45 Worldwide Patent Filers
(Patents Granted and Applications Pending)

Before addressing individual entities from Fig. 1, it is interesting to note that IBM and Mastercard together account for almost 20 percent of all patents and applications held by the top 45 filers in the blockchain and cryptocurrency/token space. The top five patent filers hold almost 30 percent of the patents and applications shown in Fig. 1, and the top 12 filers hold over 50 percent. In relative terms, this type of concentration is also seen in other technology segments, with a few prolific patent filers tending to hold a disproportionate percentage of patents and applications relative to the rest of the industry. This suggests that as the blockchain and cryptocurrency industries mature, they may also experience strategies and trends similar to those previously seen in other industries (e.g., licensing programs run by some of the top patent holders, development of large patent portfolios for deterrence and defensive purposes, patent-centric technology transactions and acquisitions, offensive and defensive patent assertions and litigation, etc.).

From Fig. 1, it is noteworthy that financial entities like Mastercard, Visa, and Bank of America are major patent filers in the blockchain and cryptocurrency spaces. This is a positive surprise given that financial entities were not patenting heavily in the past. It is not surprising, however, to see these three companies among the more prolific patent filers since an analysis of commerce patents from 2017 also identified them as strong patent filers in commerce (see Fig. 1 here). Additionally, since both Visa and Mastercard have a public track record of strategic acquisitions, it is possible that they may own additional applications and patents that are not held under their direct names yet, and therefore the number of applications and patents held by each of them in the blockchain and cryptocurrency/token segments may be even larger than shown here.

IBM’s top ranking suggests that the company plans to include blockchain in its patent licensing program going forward, which is something that other entities operating in the blockchain space may want to consider as they shape their own patent programs.

Other top filers in Fig.1 are also traditional leading patent holders, including Sony, Microsoft, Panasonic, Canon, Philips, Hitachi, Fujitsu, NEC, Samsung, and Toshiba. The presence of these household names among the top blockchain and cryptocurrency/token filers is not surprising and confirms that these companies are continuing to evolve with new technologies. In particular, Microsoft’s emergence as a leading cloud player in the past few years and its consistently-high patenting rate make it a predictable presence on this list.

It is interesting to note the presence of Coinplug among the top filers, a prominent Korean player in the Bitcoin space that operates a trading platform for Bitcoin and other cryptocurrencies. This shows that emerging leaders in the blockchain and cryptocurrency segments are learning from industry leaders in other technology sectors to develop strong patent positions while building their businesses (e.g., Samsung, also a Korean company, has been a leading patent filer across many industry segments for years). Of the 73 patents and applications identified for Coinplug, 63 are presently in Korea and 9 are in the U.S., but the proportion of filings outside Korea is likely to increase as the Korean applications mature into global patent families.

Alibaba and Amazon have been strong patent filers for the past few years in other technology areas, and given their diversification across additional economic and technology sectors, their high ranking in the blockchain patent landscape is also not surprising. The geographic distribution of their patents is quite different, however, with Alibaba showing most patents and applications in China and Amazon showing most patents and applications in the U.S. It is interesting to note that Amazon’s portfolio includes filings across a broad range of geographies, including China, Europe, Japan, Korea, Canada, Australia, and India, which suggests that Amazon’s business plans are global.

nChain Holdings is not a household name, but is well known within the blockchain industry. nChain is developing various applications running on top of blockchain. The company was apparently acquired by a private equity firm in 2017 and continues to execute towards an “Internet of Transactions.” HP, Intel, and Oracle have always had sophisticated patent programs, and their leading rankings in this analysis suggest that blockchain and cryptocurrencies/tokens are definitely part of their future business plans. In particular, it is certainly not unexpected to see Oracle focused on blockchain given its high patenting rate and increasing focus on commerce (e.g., consider Oracle’s strong ERP platform and its acquisition of Micros a few years ago). Same with HP and Intel: as the companies morph into broader technology and services providers, expanding away from their traditional core offerings, their interest in blockchain, cryptocurrencies, and cryptographic tokens should be expected.

Google’s broad activities in commerce (e.g., Google Pay) and in other emerging technologies also make it an expected presence in the top blockchain patent filers. Google’s patent portfolio shows a particularly broad geographic dispersion compared to other companies, which suggests that Google is mapping its interests in blockchain at a global scale. This is not surprising since Google’s business is global in reach already, and new commerce offerings (e.g., Google Pay) are natural complements to its suite of products and services across all geographies.

Walmart’s presence among the top 45 blockchain patent filers may appear unexpected, but it is not: Walmart has been investing heavily in digital transformation and omnichannel technologies over the past few years and has developed a significant patent portfolio in commerce.

Accenture’s high ranking is also not surprising given its strong global activities in technology development and professional services in the recent past. This suggests that Accenture is positioning its business to expand across blockchain and cryptocurrencies, so it will likely be a leading consulting and strategic adviser in this industry for years to come.

Digital Asset is a strong emerging player in the blockchain space, backed by prominent strategic and financial investors. Digital Asset seeks to deploy a platform leveraging distributed ledger technology for regulated financial institutions. The company’s patent portfolio is concentrated in the U.S., but alludes to global business plans given its other filings in China, Europe, Canada, Australia, and Singapore.

tZERO’s business model seeks to leverage the immutability of blockchain transactions to develop a securities trading platform. tZERO’s patent portfolio is a bit unusual because the company appears to be located in the U.S., but its patent portfolio does not include any U.S. applications of patents based on the records identified in this search. Instead, its portfolio is dispersed across Australia, Canada, China, Europe, Korea, and Singapore.

Finally, the high global rankings of Chinese patent filers in the blockchain space are noteworthy and are consistent with the concentration of companies in APAC with activities in the areas of cryptocurrency, blockchain investments, ICOs, and emerging blockchain-based business models. Aside from Huawei and ZTE, which are already well-known and leading patent filers across a broader technology space, a number of newcomers are making a strong patent showing, such as Hangzhou Fuzamei Technology, University of Electronic Science, and Tsinghua University Beijing.

Fig. 2 shows the geographic distribution of patents granted and pending patent applications for the top 45 patent filers worldwide as of July 2018.

Fig. 2
Top 45 Worldwide Patent Filers
(Patents Granted and Applications Filed, Worldwide, by Filing Country)

Fig. 2 shows that while the U.S. remains the most popular intellectual property framework for major patent filers, China ranks as a strong number two destination, ahead of the European Union and Japan. This is consistent with the strong activities in blockchain and cryptocurrencies shown by Chinese entities over the past three years, including a high concentration of Bitcoin mining, ICOs and blockchain-centric business models. The total number of filings outside the U.S. for the top 45 filers shown in Fig. 1 exceeds the U.S. filings, which suggests that any company with global aspirations for blockchain-related business models will see an intricate international web of patents in three-to-five years.

Fig. 3 shows the total number of patents granted and pending patent applications relating to blockchain, cryptocurrencies, and cryptographic tokens, aggregated for all patent filers, worldwide, by year. The chart shows the number of patents granted and applications published during each calendar year. The chart starts with 2007 and shows an annualized figure for 2018 using the January-June 2018 numbers. This analysis identified more than 2,800 assignees, which are included in Fig. 3.

Fig. 3
Patents Granted and Applications Published
(Worldwide, All Filers, by Year of Grant/Publication)

To understand the trends shown in Fig. 3, it is important to remember that the figures shown are patent publication dates and patent issuance dates, and that the underlying filing dates for each year shown in Fig. 3 occurred sometime in the preceding five years, depending on the publication delay for applications and length of the prosecution stage for patents. Consequently, the figures captured in Fig. 3 are a real-time reflection of patent grants and application publications by year, but trail by a few years the underlying industry focus on blockchain and cryptocurrencies that led to those filings. To get a better understanding of the annual investment rate in blockchain R&D as reflected by patent filings, the numbers shown in Fig. 3 should be viewed in parallel with application filing dates. Fig. 4 provides that information.

Fig. 4 shows the total number of patent applications relating to blockchain, cryptocurrencies, and cryptographic tokens, aggregated for all patent filers, worldwide, by filing year. The chart shows the number of patent applications filed during each calendar year. The chart starts with 2004 and shows annualized figures for 2018 using the January-June 2018 figure.

Fig. 4
Patent Applications Filed
(Worldwide, All Filers, by Filing Year)

The 2004-2006 years, which are the starting point for Fig. 4, were intentionally selected to predate by one-to-three years the first data point shown in Fig. 3, and should be a representative metric for the economic activity that led to the patents granted and applications published in 2007 shown in Fig. 3. This correlation window continues for the figures shown in Fig. 4 relative to Fig. 3, such that the 2014-2016 numbers from Fig. 4 should be an indicator for the global investment in blockchain R&D that led to the 2017 number in Fig. 3. Indeed, a higher filing rate in 2014-2015 coupled with a significant jump in 2016 filings as shown in Fig. 4 explain the jump in 2017 patent grants and application publications shown in Fig. 3. Analogously, the acceleration of application filings in the 2015-2017 period shown in Fig. 4 explains the large increase in 2018 grants and publications shown in Fig. 3.

As a side note, the predictive value and the accuracy of the data shown in Fig. 4 ends in 2017, because many of the patent applications filed in 2017 and most of the applications filed in 2018 have not been published yet and are still confidential as of the date of this article (July 2018), which is why the 2018 datapoint is not shown in Fig. 4.

Overall, considering the data from Fig. 3 and Fig. 4 together, it is clear that patenting in the areas of blockchain, cryptocurrencies, and crypto tokens ramped up substantially starting in 2015, and it is safe to predict that when the full figures will be available for 2018, they will show a further jump in patent grants and application publications.

2. U.S. Patent Landscape

Figs. 5-a and 5-b show the total number of patent applications relating to blockchain, cryptocurrencies and cryptographic tokens, aggregated for all patent filers, in the U.S., as of July 2018. The charts show the number of patent applications pending and the number of patents issued for each assignee as of July 2018. The ranking sample was selected to include the top 57 U.S. assignees, ordered based on the total number of U.S. applications and patents. For convenience, the dataset was split in two, with Fig. 5-a showing the top 25 assignees and Fig. 5-b showing the next 32 assignees.

It is important to note that the numbers shown in Figs. 5-a and 5-b do not include published applications filed under the Pacific Patent Cooperation Treaty (PCT) system, many of which were likely filed in the U.S. For example, Visa has 10+ pending PCT applications that were filed in the U.S. and were not included in this dataset, which would make Visa one of the largest filers in the U.S. In Figs. 5-a and 5-b, however, only applications directly filed in the U.S. were considered to narrow down the scope of the analysis and to avoid parsing out PCT application filings. The PCT applications are included in the numbers from Fig. 1, and therefore Fig. 1 shows all global applications and patents across individual countries and the PCT framework.

Fig. 5-a
Top Assignees in the US (1-25)
(U.S. Applications Pending and Patents Granted, Excluding PCT/WIPO Applications)

Fig. 5-b
Top Assignees in the U.S. (26-57)
(U.S Applications Pending and Patents Granted, Excluding PCT/WIPO Applications)

As a high-level observation, the presence in this U.S. top ranking of leading commerce and financial entities like Bank of America, Mastercard, Visa, Amazon, and Walmart is consistent with their strong global showing in Fig. 1. Also, the top rankings for IBM, Microsoft and other traditional large patent filers are also not surprising.

An interesting name among the top U.S. patent filers is Red Hat, a leading advocate for Open Source software. This is not surprising, however, since Red Hat has been active in the blockchain space, including its focus on a Blockchain-as-a-Service platform based on Ethereum. More generally, Open Source is an active field in blockchain—see for example Hyperledger, an industry-wide umbrella project of Open Source blockchains and related tools initiated by the Linux Foundation. Open Source has a natural synergy with public blockchains given that they share inherent characteristics such as distributed development, transparency to review, and trust premised on community policing.

With the exception of IBM, the absolute ranking of the companies shown in Figs. 5-a and 5-b is not meaningful because the total numbers do not vary much among entities next to each other. Instead, Figs. 5-a and 5-b should be studied for more general trends, such as the types of entities that are patenting in the blockchain segment (e.g., traditional large filers vs. financial institutions vs. pure blockchain/cryptocurrency players vs. newcomers).

A deeper analysis of the U.S. blockchain patent filers is deferred to a follow-up study, including a segmentation by Cooperative Patent Classification (CPC) classes, patent-based KPIs, and activities in other industry segments related to applications of blockchain and cryptocurrencies/tokens.

3. Financial Institutions

Fig. 6 shows the total number of patent applications relating to blockchain, cryptocurrencies, and cryptographic tokens filed by financial institutions, aggregated globally, as of July 2018. The chart shows the number of patent applications pending and the number of patents issued globally for a number of entities whose primary business can be determined to fall within the financial space.

Fig. 6
Top Financial Institution Assignees
(Worldwide, Applications Pending, and Patents Granted)

Fig. 6 shows that financial institutions have embraced patenting in the blockchain, cryptocurrency, and cryptographic token industries. This is not a surprise given the strong showing of financial institutions in commerce patent rankings (see, e.g., this article). Banks and other financial institutions outside the U.S. are heavily represented in this ranking, which is consistent with the global interest in blockchain applications for financial applications. As banks and financial institutions experiment with blockchain as a platform for transfer and settlement of funds across geographies, patenting activities by banks and other financial entities are likely to increase further and quickly, both in the U.S. and outside the U.S.

4. Universities

Figs. 7-a and 7-b show the total number of patent applications relating to blockchain, cryptocurrencies, and cryptographic tokens filed by universities, aggregated globally, as of July 2018. The charts show the number of patent applications pending and the number of patents issued globally for a number of academic institutions. Due to the large number of assignees identified, the results are shown only for universities with at least three applications and patents, and were divided into two different charts for clarity.

Fig. 7-a
Top University Assignees (1-24)
(Worldwide, Applications Pending, and Patents Granted)

Fig. 7-b
Top University Assignees (25-49)
(Worldwide, Applications Pending, and Patents Granted)

Fig. 7-a and 7-b show that blockchain, cryptocurrency, and cryptographic token innovation is occurring in academia on a global scale. The strong presence of Chinese universities in these rankings is noteworthy and suggests that the Chinese economy will play a major role in adopting blockchain technologies in the future and shaping the evolution of the industry.

5. Unknown Assignees

A classic problem in any patent search is the inability to accurately identify all assignees for the patents and applications included in the analysis dataset. The issue may arise either inadvertently or intentionally. The inadvertent omission or misidentification of assignees can occur due to innocuous issues that occur during the patent prosecution process, such as delayed identification of the actual assignee after the application filing, listing inventors as assignees or joint assignees, or mistakes made by the Patent Office in the receiving country or in other countries. The intentional omission or misidentification of assignees can occur when a company seeks to obscure the fact that it is indeed the owner of the patents, in which case patents could be assigned to a shell entity with an unrelated name or the assignee name may be intentionally omitted during the prosecution process.

There are techniques to identify the real assignees in interest (e.g., parsing out the applications and patents by CPC classes and subject matter, searching by inventors, running parallel corporate entity searches to establish parent-subsidiary relationships, etc.), but such techniques require significant efforts that go beyond the scope of this project. In this analysis, efforts were made to consolidate easily ascertainable related entities into a single corporate assignee, but no attempt was made to identify missing assignees or to correct for unknown entity names.

The inability to identify assignees accurately triggers two immediate concerns. The first concern is that the patent holdings of any particular entity may be understated. For example, looking at some of the household names shown in the rankings in Fig 5-b and known to be prolific patent filers in other technology segments, some of the figures shown are surprisingly low. It is certainly possible that some of those companies only ramped up their blockchain patenting efforts in the past 18 months, and therefore their recent applications are not publicly known yet. But it is also possible that some of those companies already have significant patent portfolios in the blockchain and cryptocurrency space, whether organically developed or acquired, and they cannot be identified fully without a concerted effort to identify and consolidate unknown assignees.

A second concern about unknown assignees is that patents may be aggregating under the control of entities that could later assert them broadly across the industry, seeking to extract mass royalties or possibly even injunctions, without early industry visibility.

How significant is the issue of unknown assignees in the blockchain and cryptocurrency/crypto-token space? The search retrieved 355 U.S. patents and 1,115 worldwide patents and applications with unknown assignees, which is more than 12 percent of the total holdings in both cases. Many of these missing assignees will be added over time, as applications are prosecuted towards issuance, but a significant level of uncertainty regarding patent ownership will almost certainly remain in the blockchain and cryptocurrency industries.

It is also worth mentioning that that there are 425 Chinese applications and patents that do not identify any assignee as of July 2018, so even more than in the U.S. Because many Chinese companies pursue a China-first filing strategy with subsequent expansion into the U.S. and other countries through the Patent Cooperation Treaty (PCT), these applications and patents are likely to further compound the level of assignee uncertainty in the U.S. and in other countries around the world, depending on how many of those families will eventually add accurate assignee information.

Overall, the issue of patent ownership will likely be a concern for the blockchain and cryptocurrency industries given these early datapoints, and the industry should consider taking steps to address this issue sooner rather than later.

6. The Extended Blockchain and Cryptocurrency Patent Landscape

The search discussed in this study identified 8,000 patents and patent applications worldwide relating to blockchain, cryptocurrencies, and cryptographic tokens as of July 2018, and a broader search that traded specificity for overinclusion identified an additional 5,000 patents and patent applications worldwide that have some direct nexus with blockchain technology and architecture. It is important to understand, however, that a comprehensive analysis of the blockchain patent landscape needs to consider a much broader patent dataset. For example, since cryptocurrency transactions rely heavily on encryption, patents relating to elliptic curve cryptography, cryptographic hashes, and other techniques for efficient data encryption using public and private keys would also need to be considered as fundamental enabling blocks. Some pioneering patents that relate to technologies that underpin blockchain have expired, but others remain in effect and may be relevant.

Also, since blockchain is being deployed globally as a platform that supports a wide range of business models, patents, and applications that relate to each such business model may deserve consideration on a case-by-case basis. For example, a 2017 patent landscape analysis focused on commerce identified over one million patents and applications relating to a wide range of commerce technologies and business models (see, e.g., this article), and some of those may be relevant to specific applications of blockchain, cryptocurrencies, and cryptographic tokens in the commerce space.

C. About This Analysis

1. Limitations of Patent-Based KPIs

Using patents as a metric for the business activities of individual companies in the technology space must be cross-checked against other factors to establish its relevance and accuracy. Without additional analysis, the patenting rate for any specific company may understate or overstate the company’s investment in technology development.

For example, some companies may spend more on R&D while patenting less, in which case a patent-based KPI would understate their R&D efforts. Conversely, some companies may be prolific patent filers while spending comparatively less on R&D, in which case a patent-based KPI would overstate R&D activities. In either case, however, the exclusionary value of patents and the potential to monetize patent portfolios in the future will likely tend to counterbalance both under-patenting and over-patenting in the long term. For example, a company that patents at a higher rate than its natural R&D activities may find out in the long term that its larger volume of patents are narrower and only incrementally more valuable than a smaller and more targeted portfolio (e.g., statistically, they may experience ongoing complications with enablement, double patenting disclaimers, and overlapping claims) or that the return from patenting is lower than expected, so it may eventually decrease its patent filing rate.

Analogously, a company that patents below its natural R&D investment rate may find in the long term that its competitors are making more inroads in its R&D space while facing fewer patent challenges, and may eventually reexamine its patenting strategy, particularly if it becomes the target of patent infringement litigation and finds itself with limited counterclaim options. As a special class of patent holders, entities that look at patents as a revenue-generating mechanism may also find themselves overinvesting in patents relative to their normal revenue-generating business activities, and while they may be able to indeed generate revenue from patent licensing and sustain a higher rate of patenting, the sophistication needed and peripheral costs for such patenting and licensing programs are high. Consequently, in general, the patenting rate is an imperfect predictor or metric for actual business activities and/or technical innovation for individual companies at any particular point in time, and therefore patenting rates should not be used as a stand-alone metric to compare or evaluate any entity.

2. Limitations in Data Accuracy

As another observation about the limitation of patent searches, it is interesting to note that some entities are unexpectedly missing from these rankings or are ranking lower than expected. Square, for example, has developed a robust patent program in the past few years and ranked very high in a 2017 commerce patent analysis (see Fig. 1 here). In parallel, Square has been expanding its business to cover blockchain and cryptocurrency segments, including obtaining a virtual currency license from the New York Department of Financial Services that permits N.Y. users of Square’s Cash app to trade Bitcoin in New York. Consequently, it is highly likely that Square has filed a meaningful number of patent applications relating to blockchain and/or cryptocurrencies, which were not identified though this search. This means that those applications are likely to publish in the next few months, when they would become publicly known for the first time. This likely also applies to other entities that are ranking lower than expected in these charts, such as Google and Apple. Consequently, any patent search in high-growth areas like blockchain and cryptocurrencies should be perceived as a snapshot in time and not as a definitive ranking, and the figures and rankings presented in this study are likely to change significantly within the next 12 months.

3. Search Details

This analysis was performed using Boolean searches across large patent databases and techniques for automated processing of large datasets, without a review of actual claims. Consequently, individual patents and claims were not reviewed, and therefore no knowledge of any particular patent or application was acquired.

DISCLAIMER: Because of the generality of this update, the information provided herein may not be applicable in all situations and should not be acted upon without specific legal advice based on particular situations.

© Wilson Sonsini Goodrich & Rosati | Attorney Advertising

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  • To our affiliated entities and in connection with the sale, assignment or other transfer of our company or our business.

How We Protect Your Information

JD Supra takes reasonable and appropriate precautions to insure that user information is protected from loss, misuse and unauthorized access, disclosure, alteration and destruction. We restrict access to user information to those individuals who reasonably need access to perform their job functions, such as our third party email service, customer service personnel and technical staff. You should keep in mind that no Internet transmission is ever 100% secure or error-free. Where you use log-in credentials (usernames, passwords) on our Website, please remember that it is your responsibility to safeguard them. If you believe that your log-in credentials have been compromised, please contact us at privacy@jdsupra.com.

Children's Information

Our Website and Services are not directed at children under the age of 16 and we do not knowingly collect personal information from children under the age of 16 through our Website and/or Services. If you have reason to believe that a child under the age of 16 has provided personal information to us, please contact us, and we will endeavor to delete that information from our databases.

Links to Other Websites

Our Website and Services may contain links to other websites. The operators of such other websites may collect information about you, including through cookies or other technologies. If you are using our Website or Services and click a link to another site, you will leave our Website and this Policy will not apply to your use of and activity on those other sites. We encourage you to read the legal notices posted on those sites, including their privacy policies. We are not responsible for the data collection and use practices of such other sites. This Policy applies solely to the information collected in connection with your use of our Website and Services and does not apply to any practices conducted offline or in connection with any other websites.

Information for EU and Swiss Residents

JD Supra's principal place of business is in the United States. By subscribing to our website, you expressly consent to your information being processed in the United States.

  • Our Legal Basis for Processing: Generally, we rely on our legitimate interests in order to process your personal information. For example, we rely on this legal ground if we use your personal information to manage your Registration Data and administer our relationship with you; to deliver our Website and Services; understand and improve our Website and Services; report reader analytics to our authors; to personalize your experience on our Website and Services; and where necessary to protect or defend our or another's rights or property, or to detect, prevent, or otherwise address fraud, security, safety or privacy issues. Please see Article 6(1)(f) of the E.U. General Data Protection Regulation ("GDPR") In addition, there may be other situations where other grounds for processing may exist, such as where processing is a result of legal requirements (GDPR Article 6(1)(c)) or for reasons of public interest (GDPR Article 6(1)(e)). Please see the "Your Rights" section of this Privacy Policy immediately below for more information about how you may request that we limit or refrain from processing your personal information.
  • Your Rights
    • Right of Access/Portability: You can ask to review details about the information we hold about you and how that information has been used and disclosed. Note that we may request to verify your identification before fulfilling your request. You can also request that your personal information is provided to you in a commonly used electronic format so that you can share it with other organizations.
    • Right to Correct Information: You may ask that we make corrections to any information we hold, if you believe such correction to be necessary.
    • Right to Restrict Our Processing or Erasure of Information: You also have the right in certain circumstances to ask us to restrict processing of your personal information or to erase your personal information. Where you have consented to our use of your personal information, you can withdraw your consent at any time.

You can make a request to exercise any of these rights by emailing us at privacy@jdsupra.com or by writing to us at:

Privacy Officer
JD Supra, LLC
10 Liberty Ship Way, Suite 300
Sausalito, California 94965

You can also manage your profile and subscriptions through our Privacy Center under the "My Account" dashboard.

We will make all practical efforts to respect your wishes. There may be times, however, where we are not able to fulfill your request, for example, if applicable law prohibits our compliance. Please note that JD Supra does not use "automatic decision making" or "profiling" as those terms are defined in the GDPR.

  • Timeframe for retaining your personal information: We will retain your personal information in a form that identifies you only for as long as it serves the purpose(s) for which it was initially collected as stated in this Privacy Policy, or subsequently authorized. We may continue processing your personal information for longer periods, but only for the time and to the extent such processing reasonably serves the purposes of archiving in the public interest, journalism, literature and art, scientific or historical research and statistical analysis, and subject to the protection of this Privacy Policy. For example, if you are an author, your personal information may continue to be published in connection with your article indefinitely. When we have no ongoing legitimate business need to process your personal information, we will either delete or anonymize it, or, if this is not possible (for example, because your personal information has been stored in backup archives), then we will securely store your personal information and isolate it from any further processing until deletion is possible.
  • Onward Transfer to Third Parties: As noted in the "How We Share Your Data" Section above, JD Supra may share your information with third parties. When JD Supra discloses your personal information to third parties, we have ensured that such third parties have either certified under the EU-U.S. or Swiss Privacy Shield Framework and will process all personal data received from EU member states/Switzerland in reliance on the applicable Privacy Shield Framework or that they have been subjected to strict contractual provisions in their contract with us to guarantee an adequate level of data protection for your data.

California Privacy Rights

Pursuant to Section 1798.83 of the California Civil Code, our customers who are California residents have the right to request certain information regarding our disclosure of personal information to third parties for their direct marketing purposes.

You can make a request for this information by emailing us at privacy@jdsupra.com or by writing to us at:

Privacy Officer
JD Supra, LLC
10 Liberty Ship Way, Suite 300
Sausalito, California 94965

Some browsers have incorporated a Do Not Track (DNT) feature. These features, when turned on, send a signal that you prefer that the website you are visiting not collect and use data regarding your online searching and browsing activities. As there is not yet a common understanding on how to interpret the DNT signal, we currently do not respond to DNT signals on our site.

Access/Correct/Update/Delete Personal Information

For non-EU/Swiss residents, if you would like to know what personal information we have about you, you can send an e-mail to privacy@jdsupra.com. We will be in contact with you (by mail or otherwise) to verify your identity and provide you the information you request. We will respond within 30 days to your request for access to your personal information. In some cases, we may not be able to remove your personal information, in which case we will let you know if we are unable to do so and why. If you would like to correct or update your personal information, you can manage your profile and subscriptions through our Privacy Center under the "My Account" dashboard. If you would like to delete your account or remove your information from our Website and Services, send an e-mail to privacy@jdsupra.com.

Changes in Our Privacy Policy

We reserve the right to change this Privacy Policy at any time. Please refer to the date at the top of this page to determine when this Policy was last revised. Any changes to our Privacy Policy will become effective upon posting of the revised policy on the Website. By continuing to use our Website and Services following such changes, you will be deemed to have agreed to such changes.

Contacting JD Supra

If you have any questions about this Privacy Policy, the practices of this site, your dealings with our Website or Services, or if you would like to change any of the information you have provided to us, please contact us at: privacy@jdsupra.com.

JD Supra Cookie Guide

As with many websites, JD Supra's website (located at www.jdsupra.com) (our "Website") and our services (such as our email article digests)(our "Services") use a standard technology called a "cookie" and other similar technologies (such as, pixels and web beacons), which are small data files that are transferred to your computer when you use our Website and Services. These technologies automatically identify your browser whenever you interact with our Website and Services.

How We Use Cookies and Other Tracking Technologies

We use cookies and other tracking technologies to:

  1. Improve the user experience on our Website and Services;
  2. Store the authorization token that users receive when they login to the private areas of our Website. This token is specific to a user's login session and requires a valid username and password to obtain. It is required to access the user's profile information, subscriptions, and analytics;
  3. Track anonymous site usage; and
  4. Permit connectivity with social media networks to permit content sharing.

There are different types of cookies and other technologies used our Website, notably:

  • "Session cookies" - These cookies only last as long as your online session, and disappear from your computer or device when you close your browser (like Internet Explorer, Google Chrome or Safari).
  • "Persistent cookies" - These cookies stay on your computer or device after your browser has been closed and last for a time specified in the cookie. We use persistent cookies when we need to know who you are for more than one browsing session. For example, we use them to remember your preferences for the next time you visit.
  • "Web Beacons/Pixels" - Some of our web pages and emails may also contain small electronic images known as web beacons, clear GIFs or single-pixel GIFs. These images are placed on a web page or email and typically work in conjunction with cookies to collect data. We use these images to identify our users and user behavior, such as counting the number of users who have visited a web page or acted upon one of our email digests.

JD Supra Cookies. We place our own cookies on your computer to track certain information about you while you are using our Website and Services. For example, we place a session cookie on your computer each time you visit our Website. We use these cookies to allow you to log-in to your subscriber account. In addition, through these cookies we are able to collect information about how you use the Website, including what browser you may be using, your IP address, and the URL address you came from upon visiting our Website and the URL you next visit (even if those URLs are not on our Website). We also utilize email web beacons to monitor whether our emails are being delivered and read. We also use these tools to help deliver reader analytics to our authors to give them insight into their readership and help them to improve their content, so that it is most useful for our users.

Analytics/Performance Cookies. JD Supra also uses the following analytic tools to help us analyze the performance of our Website and Services as well as how visitors use our Website and Services:

  • HubSpot - For more information about HubSpot cookies, please visit legal.hubspot.com/privacy-policy.
  • New Relic - For more information on New Relic cookies, please visit www.newrelic.com/privacy.
  • Google Analytics - For more information on Google Analytics cookies, visit www.google.com/policies. To opt-out of being tracked by Google Analytics across all websites visit http://tools.google.com/dlpage/gaoptout. This will allow you to download and install a Google Analytics cookie-free web browser.

Facebook, Twitter and other Social Network Cookies. Our content pages allow you to share content appearing on our Website and Services to your social media accounts through the "Like," "Tweet," or similar buttons displayed on such pages. To accomplish this Service, we embed code that such third party social networks provide and that we do not control. These buttons know that you are logged in to your social network account and therefore such social networks could also know that you are viewing the JD Supra Website.

Controlling and Deleting Cookies

If you would like to change how a browser uses cookies, including blocking or deleting cookies from the JD Supra Website and Services you can do so by changing the settings in your web browser. To control cookies, most browsers allow you to either accept or reject all cookies, only accept certain types of cookies, or prompt you every time a site wishes to save a cookie. It's also easy to delete cookies that are already saved on your device by a browser.

The processes for controlling and deleting cookies vary depending on which browser you use. To find out how to do so with a particular browser, you can use your browser's "Help" function or alternatively, you can visit http://www.aboutcookies.org which explains, step-by-step, how to control and delete cookies in most browsers.

Updates to This Policy

We may update this cookie policy and our Privacy Policy from time-to-time, particularly as technology changes. You can always check this page for the latest version. We may also notify you of changes to our privacy policy by email.

Contacting JD Supra

If you have any questions about how we use cookies and other tracking technologies, please contact us at: privacy@jdsupra.com.

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This website uses cookies to improve user experience, track anonymous site usage, store authorization tokens and permit sharing on social media networks. By continuing to browse this website you accept the use of cookies. Click here to read more about how we use cookies.