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 4):
The machine-learning based system of  claim 1 , wherein the machine-learning component determines, based on 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, that the second user qualifies for an advancement of purchasing units.

Metadata:
- Claim Count in Document: 3.0
- Percentile: 91.0
- Lexical Diversity: 2.36486
- Patent Class: 705.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15933983', '13831051', '15701859', '14135234', '13747770']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.123896756950838
- 35 USC 102 Novelty (BERT): 0.5302288246749515
- Combined Prediction Score: 0.1645299637232494
- Mean Citation Score: 211.416488
- Max Citation Score: 362.7979
- Similarity Product: 293.3733923806488

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