Granted Patent B2

US 12,307,270 · App. 18/196,272 · Granted May 20, 2025

Inventors: Joseph Allen Steele, III (Plumas Lake, CA); Josh David Schumacher (Sacramento, CA)

Assignee: Quick Quack Car Wash Holdings, LLC

G06F9/451H04L9/3213

Abstract

Claims (72)

1. An apparatus for generating a terminal interface, the apparatus comprising:

at least a processor; and

a memory communicatively connected to the at least a processor, the memory containing instructions configuring the at least a processor to:

receive user data, wherein the user data comprises a digital signature comprising an IP address associated with a known location of the user;

authenticate the user as a function of the IP address, wherein authenticating the user further comprises:

determining a time elapsed during data packet transmission between a computing device associated with the user and the at least a processor; and

authenticating the user based on a comparison of the time elapsed and a certainty threshold;

classify the user data to a category;

generate a token, as a function of the category, wherein generating the token comprises:

accessing a general list of recommendations;

comparing the general list of recommendations to the user data, wherein the user data comprises recent selections;

determining at least a recommendation as a function of comparing the general list to the user data;

generating the token as a function of the at least a recommendation;

associate the token with a plurality of service identifiers;

associate the token with a tiered-membership system;

generate an interface data structure as a function of the token, wherein generating the interface data structure further comprises generating a plurality of event handlers and associated display elements;

determine a device identifier as a function of the digital signature;

retrieve, from a user device, an activation of an event handler of the plurality of event handlers, wherein retrieving the activation of the event handler comprises retrieving a cross-session state variable as a function of the device identifier; and

initiate, as a function of the activation, an automated process, wherein the automated process comprises a car wash experience, wherein the token enables a user to modify the car wash experience as a function of the tiered-membership system, wherein a membership tier of the user determines a level of modification of the car wash experience.

2. The apparatus of claim 1 , wherein generating the interface data structure further comprises:

associating each event handler with a service identifier of the plurality of service identifiers; and

associating each display element with an event handler of the plurality of event handlers; and

configuring a user device to display each display element.

3. The apparatus of claim 1 , wherein classifying the user data further comprises generating a machine learning model, wherein generating the machine learning model further comprises:

creating a training set, wherein the training set comprises user data correlated to a category;

training the machine learning model using the training set; and

generating the machine learning model as a function of the user data.

4. The apparatus of claim 1 , wherein generating the token comprises storing a modified copy of an immutable version of the token.

5. The apparatus of claim 1 , wherein comparing the general list of recommendations to the user data further comprises eliminating recommendations as a function of a degree of similarity between the general list of recommendations and the user data.

6. The apparatus of claim 5 , wherein eliminating recommendations further comprises:

representing the general list of recommendations as a first vector set;

representing the user data as a second vector set;

comparing the first vector set and the second vector set; and

eliminating the recommendations associated with vectors from the first vector set that fall below a threshold degree of similarity.

7. The apparatus of claim 1 , wherein the user data comprises an authorization image data and wherein the at least a processor is further configured to compare the authorization image data and a stored pixel data as a function of a set threshold.

8. The apparatus of claim 1 , wherein generating the token further comprises generating a non-fungible token (NFT) representing vehicle maintenance data.

9. The apparatus of claim 8 , wherein generating the NFT further comprises storing the NFT on an immutable sequential listing.

10. A method for generating a terminal interface, the method comprising:

receiving, by a processor, user data, wherein the user data comprises a digital signature comprising an IP address associated with a known location of the user;

authenticating, by the processor, the user as a function of the IP address, wherein authenticating the user further comprises:

determining a time elapsed during data packet transmission between a computing device associated with the user and the processor; and

authenticating the user based on a comparison of the time elapsed and a certainty threshold;

classifying, by the processor, the user data to a category;

generating, by the processor, a token as a function of the category, wherein generating the token comprises:

accessing a general list of recommendations;

comparing the general list of recommendations to the user data, wherein the user data comprises selections;

determining at least a recommendation as a function of comparing the general list to the user data;

generating the token as a function of the at least recommendation;

associating, by the processor, the token with a plurality of service identifiers;

associating, by the processor, the token with a tiered-membership system;

generating, by the processor, an interface data structure as a function of the token, wherein generating the interface data structure further comprises generating a plurality of event handlers and associated display elements;

determining, by the processor, a device identifier as a function of the digital signature;

retrieving, from a user device, an activation of an event handler of the plurality of event handlers, wherein retrieving the activation of the event handler comprises retrieving a cross-session state variable as a function of the device identifier; and

initiating, as a function of the activation, an automated process, wherein the automated process comprises a car wash experience, wherein the token enables a user to modify the car wash experience as a function of the tiered-membership system, wherein a membership tier of the user determines a level of modification of the car wash experience.

11. The method of claim 10 , wherein generating the interface data structure further comprises:

associating each event handler with a service identifier of the plurality of service identifiers; and

associating each display element with an event handler of the plurality of event handlers; and

configuring a user device to display each display element.

12. The method of claim 10 , wherein classifying the user data further comprises generating a machine learning model, wherein generating the machine learning model further comprises:

creating a training set, wherein the training set comprises user data correlated to a category;

training the machine learning model using the training set; and

generating the machine learning model as a function of the user data.

13. The method of claim 10 , wherein generating the token comprises storing a modified copy of an immutable version of the token.

14. The method of claim 10 , wherein comparing the general list of recommendations to the user data further comprises eliminating recommendations as a function of a degree of similarity between the general list of recommendations and the user data.

15. The method of claim 14 , wherein eliminating recommendations further comprises:

representing the general list of recommendations as a first vector set;

representing the user data as a second vector set;

comparing the first vector set and the second vector set; and

eliminating the recommendations associated with vectors from the first vector set that fall below a threshold degree of similarity.

16. The method of claim 10 , wherein the user data comprises an authorization image data and wherein the method further comprises comparing, by the processor, the authorization image data and a stored pixel data as a function of a set threshold.

17. The method of claim 10 , wherein generating the token further comprises generating a non-fungible token (NFT) representing vehicle maintenance data.

18. The method of claim 17 , wherein generating the NFT further comprises storing the NFT on an immutable sequential listing.

Assignments (2)

Continuity (1)

References Cited (28)