PATENT CLAIM ANALYSIS

Application Number: 15966262
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2019-09
Patent Classification: ["705", "014250"]

Abstract:
Machine-learning based systems and methods are described for optimizing search engine results. A server receives, via a computer network, and associates, via a user profile, user information including search requests, transaction details, and/or profile information, for which a user receives purchasing units. The server executes a machine-learning component to predict, based on the user information, a user action score defining a probability of a user to engage in a new transaction. The server executes a search engine optimization component that receives, from the user's device, a new search request causing the search engine optimization component to generate a search engine offer associated with the new transaction. The server transmits the search engine offer to, and receives an acceptance from, computing device(s) of search engine market participant(s), the acceptance causing a targeted advertisement and search results to be returned to the user device in response to the new search request.

Claim (Index 14):
A machine-learning based method for optimizing search engine results, the machine-learning based method comprising:\n receiving via a computer network, at a server including one or more processors and one or more memories, one or more search requests of a first user, one or more transaction details of the first user, or profile information of the first user; generating or updating, at the server, a first user profile of a first account of the first user to cause the first user profile to become associated, in the one or more memories, with the one or more search requests of the first user, the one or more transaction details of the first user, or the profile information of the first user; generating a prediction, via a machine-learning component executing on the one or more processors of the server, and based on at least one of the one or more search requests of the first user, the one or more transaction details of the first user, or the profile information of the first user, of a first user action score defining a probability of the first user to engage in a new transaction; associating, in the one or more memories, the first user profile with one or more first user purchasing units, the one or more first user purchasing units redeemable at one or more merchants, wherein the one or more first user purchasing units are associated with the first user profile after the server receives one or more of the one or more search requests of the first user, the one or more transaction details of the first user, or the profile information of the first user, wherein a quantity of one or more first user purchasing units is determined at least based in part on the prediction; receiving, via the computer network, one or more search requests of a second user, one or more transaction details of the second user, or profile information of the second user, generating or updating, at the server, a second user profile of a second account of the second user, wherein the second user profile is associated with, in the one or more memories, the one or more search requests of the second user, the one or more transaction details of the second user, or the profile information of the second user; associating, in the one or more memories, the second user profile with one or more second user purchasing units, the one or more second user purchasing units redeemable at the one or more merchants, wherein the one or more second user purchasing units are associated with the second user profile after the server receives one or more of the one or more search requests of the second user, the one or more transaction details of the second, or the profile information of the second user; receiving, at the server, an approval request from a client device of the first user; and receiving, at the server, an approval indicator based on the approval request, the approval indicator received from a client device of the second user, the approval request indicating that the second user authorizes the first user to access or use the one or more second user purchasing units of the second account, the second account different from the first account.

Metadata:
- Claim Count in Document: 3.0
- Percentile: 91.0
- Lexical Diversity: 2.36486
- Patent Class: 705.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15933983', '13831051', '15701859', '14135234', '13747770']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.1113631090732018
- 35 USC 102 Novelty (BERT): 0.5274758521509638
- Combined Prediction Score: 0.152974383380978
- Mean Citation Score: 211.416488
- Max Citation Score: 362.7979
- Similarity Product: 317.16066557080154

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test