Internet Search Results Annotation, Filtering, And Advertising With Respect To Search Term Elements

Patent No. US11971937 (titled "Internet Search Results Annotation, Filtering, And Advertising With Respect To Search Term Elements") was filed by Accusearch Technologies Llc on May 10, 2023.

What is this patent about?

’937 is related to the field of Internet search technology, specifically addressing the problem of irrelevant search results that waste users' time. The background acknowledges that current search engines often prioritize monetization through advertising and linking-based referral services over providing truly relevant results. Users frequently encounter webpages lacking the search terms they specified, leading to frustration and inefficiency.

The underlying idea behind ’937 is to enhance the user experience by providing annotations and filtering options within the search results page itself. This allows users to quickly identify and avoid irrelevant links, particularly those lacking the specified search terms. The core insight is that by proactively informing users about the content of linked pages, including the presence or absence of search terms, the search process becomes more efficient and less frustrating.

The claims of ’937 focus on a process and system for Internet search that includes annotation and filtering. The independent claims cover receiving a search request, generating search results (some missing search terms), displaying an Internet search user interface with warnings about missing terms, and providing a filtering option to remove results referencing webpages lacking desired search term elements. The claims emphasize the interactive nature of the interface and the ability for users to customize their search results.

In practice, the invention involves analyzing webpages referenced in search results to determine if they contain all the user-specified search terms. If a webpage is missing a term, a warning is displayed alongside the search result, indicating which term is absent. Users can then choose to filter out these results, creating a cleaner and more relevant search results page. This analysis can be performed in real-time or by referencing a pre-computed database of webpage characteristics.

This approach differentiates itself from traditional search engines by providing proactive warnings and filtering capabilities directly within the search results. Instead of relying solely on the search engine's algorithm to determine relevance, the user is empowered to make informed decisions about which links to pursue. This is particularly useful for complex searches where precision is critical, and time wasted on irrelevant links is costly. The system can be implemented as a browser plugin or a server-side component, offering flexibility in deployment.

How does this patent fit in bigger picture?

Technical landscape at the time

In the early 2010s when ’937 was filed, search engine technology was at a point when systems commonly relied on keyword-based indexing and ranking algorithms. At a time when webpage analysis was typically implemented using server-side processing, hardware or software constraints made real-time, client-side analysis of search results and linked webpages non-trivial for the average user.

Novelty and Inventive Step

The examiner approved the application because an updated search of the prior art did not reveal any references that could be reasonably combined to reject independent claims 1, 15, and 29. Therefore, the combination of claimed elements recited in these independent claims is allowable. The dependent claims are also allowable because they depend directly or indirectly on the allowable independent claims.

Claims

This patent contains 39 claims, with independent claims numbered 1, 15, and 29. The independent claims are directed to a process and system for Internet search, annotation, and filtering that provides an enhanced interactive graphical user interface, enabling a user to automatically remove search results referencing webpages lacking a desired search term. The dependent claims generally elaborate on and refine the features and functionalities described in the independent claims.

Key Claim Terms New

Definitions of key terms used in the patent claims.

Term (Source)Support for SpecificationInterpretation
Filtering option
(Claim 1, Claim 15, Claim 29)
“The present invention offers users the opportunity to annotate and/or filter their search results to delineate and/or remove references to sites that offer unwanted or irrelevant categories of information and as a result provide the user with a set of search results that offer and/or emphasize information of substance on their search topic.”A feature in the Internet search user interface that allows a user to remove search results referencing webpages that do not contain a desired search term element.
First warning
(Claim 1, Claim 15, Claim 29)
“In addition to the search term element related annotations shown in background, with those search term elements that are not present shown with white text on a black background. Colors and shadings here are arbitrary and exemplary.”A notification displayed in the Internet search user interface to inform the search engine user that a webpage is missing a specific search term element.
Internet search user interface
(Claim 1, Claim 15, Claim 29)
“Once a webpage has been analyzed according to the present invention, the search result grouping on search results webpage wherein the URL link to a specific webpage is located may be annotated to indicate its categorization as well as the presence of search term elements. Alternately, a search results grouping may be deleted from a search results webpage according to a characterization of the webpage referred to by the search result grouping by way of a filtering functionality based on a set of criteria specified by the user.”A graphical user interface generated by the system and displayed on a personal computing device, comprising search results and warnings about missing search term elements, and providing filtering options.
Search result grouping
(Claim 1, Claim 15, Claim 29)
“Once a webpage has been analyzed according to the present invention, the search result grouping on search results webpage wherein the URL link to a specific webpage is located may be annotated to indicate its categorization as well as the presence of search term elements. Alternately, a search results grouping may be deleted from a search results webpage according to a characterization of the webpage referred to by the search result grouping by way of a filtering functionality based on a set of criteria specified by the user.”A unique grouping of information displayed in the Internet search user interface, comprising an excerpt from a webpage, an Internet link to the webpage, and a warning if a search term element is missing from the webpage.
Search term element
(Claim 1, Claim 15, Claim 29)
“A user may find that a webpage located at a URL link provided on a search results page not only contains irrelevant information given their intended search, it also doesn't contain the search terms that they had specified. The basic format for specifying a search with any search engine includes an implied AND-function of the specified search term elements. As such, one would expect that each webpage corresponding to a search result URL link contains all the specified search term elements.”A term or element included in a search request submitted by a user to a search engine.

Litigation Cases New

US Latest litigation cases involving this patent.

Case NumberFiling DateTitle
1:25-cv-00514Apr 29, 2025Accusearch Technologies Llc V. Google Llc

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US11971937

ACCUSEARCH TECHNOLOGIES LLC
Application Number
US18195882
Filing Date
May 10, 2023
Status
Granted
Expiry Date
Jun 17, 2031
External Links
Slate, USPTO, Google Patents