Google LLC v. Nobots LLC

Court of Appeals for the Federal Circuit·Decided November 20, 2025·No. 24-1432·Unpublished

Opinion

NOTE: This disposition is nonprecedential.

United States Court of Appeals for the Federal Circuit

GOOGLE LLC,

Appellant

v.

NOBOTS LLC,

Appellee

2024-1432

Appeal from the United States Patent and Trademark Office, Patent Trial and Appeal Board in No. IPR2022- 00940.

Decided: November 20, 2025

NATHAN R. SPEED, Wolf, Greenfield & Sacks, P.C., Boston , MA, argued for appellant. Also represented by ELISABETH H. HUNT.

STEPHEN D. ZINDA, Cabello Hall Zinda PLLC, Houston, TX, argued for appellee. Also represented by JAMES H. HALL.

2 GOOGLE LLC v. NOBOTS LLC

Before MOORE, Chief Judge, TARANTO, Circuit Judge, and CHUN, District Judge. 1

TARANTO, Circuit Judge.

Nobots LLC is the owner of U.S. Patent No. 9,595,008, titled “Systems, Methods, Apparatus for Evaluating Status of Computing Device User.” Google LLC successfully petitioned the Patent and Trademark Office (PTO) to institute an inter partes review (IPR), under 35 U.S.C. §§ 311–19, of all twenty claims of the ’008 patent. The PTO’s Patent Trial and Appeal Board (Board), upon conducting that review , rejected Google’s challenges to claims 18 and 19 while holding all other claims to be unpatentable. Google LLC v. Nobots LLC, No. IPR2022-00940, 2023 WL 8269284, at *24 (P.T.A.B. Nov. 29, 2023) (Final Written Decision). Google appeals the upholding of claim 19, whose patentability is the only issue before us.

Google disputes the Board’s claim construction of the claim phrase “acquiring interest data.” Nobots defends the Board’s construction and does not dispute that unpatentability follows if we reject the Board’s construction in favor of Google’s position. We hold that the Board’s claim construction was erroneous, and we therefore reverse the Board’s determination that claim 19 is not unpatentable.

I

A

The ’008 patent describes and claims methods of detecting whether a computing device accessing a remote server (to visit a website the server hosts, e.g.) is being operated by a person or an automated program (robot or “bot”). ’008 patent, col. 2, lines 12–18; id., col. 1, lines 10–

1 Honorable John H. Chun, District Judge, United States District Court for the Western District of Washington , sitting by designation.

GOOGLE LLC v. NOBOTS LLC 3

13. The patent describes the prior-art Completely Automated Public Turing test to tell Computers and Humans Apart (“CAPTCHA”), which identifies a user as a “human” or “bot” based on whether the user’s response to a query is correct or incorrect. Id., col. 1, lines 22–27; id., col. 2, lines 25–29. The patent’s proposed advance involves comparing various attributes of a user to those of an expected human user, and, in most embodiments, computing a likelihood that a device is bot-operated, with access denied if that likelihood exceeds a specified threshold. Id., col. 2, lines 18–25.

In one of several categorizations the patent makes for data used for its process, the patent distinguishes “passive data” from “active data.” See id., Abstract. It identifies passive data as data typically stored onto a user’s device or transmitted to a remote location, such as the internet protocol address or geographic location of the device. See id., col. 3, lines 9–24. And it identifies active data as data not typically so stored or transmitted, such as a user’s keystrokes or time of response to stimuli. See id., col. 2, line 60, through col. 3, line 5; id., col. 3, lines 24–32.

Over three consecutive paragraphs, the patent defines the following six two-word phrases: “model data,” “available data,” “acquired data,” “issued data,” “monitored data,” and “interest data.” Id., col. 2, line 54, through col. 3, line 46. The section starts with “[a]s used herein,” id., col. 2, line 54, and concludes with, “[w]ith the foregoing definitions in mind,” id., col. 3, line 47. The patent places each phrase in quotation marks to confirm that lexicography is afoot. E.g., id., col. 2, line 54. For each of the six phrases, the patent extends the definition to “its equivalents and verb forms,” e.g., id., col. 3, line 25, without specifying what constitutes either an equivalent or a verb form.

The patent defines “model data” (and “its equivalents and verb forms”) as comprising attributes of a hypothetical human user accessing a website—providing comparators for evaluating the scrutinized user. Id., col. 2, lines 20–21, 4 GOOGLE LLC v. NOBOTS LLC

54–58. Those attributes include both active data and passive data, which, when used as model data, are “active model data” and “passive model data.” Id., col. 2, line 58, through col. 3, line 17.

The “available data” and “acquired data” phrases refer to the scrutinized-user side of the comparison—information about that user’s device or interaction with the server the user seeks to access. Id., col. 3, lines 18–32. The patent defines “available data” (and “its equivalents and verb forms”) and says that this category is a type of passive data. Id., col. 3, lines 18–24. The patent defines “acquired data” (and “its equivalents and verb forms”), which it says is a type of active data, as follows:

data associated with a computing device’s operation and its interaction with a computing environment , such as the Internet, that is generally not recorded within the computing device and/or by other devices that have been affected by the computing device’s operation, but at least some data of which has/have been recorded and/or transmitted to a remote location, such as a server—this is a type of active data.

Id., col. 3, lines 24–32 (emphasis added).

In the Summary of the Invention, the patent describes comparing “acquired and/or available data” with “model data.” Id., col. 2, lines 18–21. In most embodiments, that comparison yields a probability whether the user is a bot. Id., col. 2, lines 21–25.

In the definitions section, the comparison process is further categorized. The patent defines “issued data” (and “its equivalents and verb forms”) as comprising data generated by the server or another device distinct from the scrutinized user’s device. Id. col. 3, lines 33–37. It then defines “monitored data” (and “its equivalents and verb forms”) as comprising “active or passive data, whether available or acquired, obtained” from the scrutinized user’s

GOOGLE LLC v. NOBOTS LLC 5

device or external interactions “after the generation of issued data.” Id., col. 3, lines 37–41. Finally, the patent defines “interest data” (and “its equivalents and verb forms”) as comprising the following:

active or passive data, whether available or acquired, that correlates to any data within model data, whether obtained prior to or after the generation of issued data. Thus, interest data includes time independent available data and acquired data, unless qualified differently.

Id., col. 3, lines 41–46 (emphases added).

Immediately after the three definition-stating paragraphs , the patent identifies two sets of embodiments it contemplates. In the first set, a comparison between interest data, acquired prior to delivery of issued data to the client device , and model data is performed to ascertain the likely status of the client computing device, i.e., human user or bot[.]

Id., col. 3, lines 49–53 (emphasis added). In the second set, the same comparison is done for “monitored data, by definition acquired after delivery of issued data” to the scrutinized user’s device. Id., col. 3, lines 53–58. “In both series of embodiments,” the patent adds, “acquired and/or available data may be used for comparison with suitable model data.” Id., col. 3, lines 58–60.

Independent claim 19 recites: 19. A method for assessing a confidence level that an operator of a client computing device interacting with a server is a human being rather than an autonomic computer application, the method comprising :

6 GOOGLE LLC v. NOBOTS LLC

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