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AppleGranted patentAI & softwareInterest 4/10

Apple patents search method that blends your query with your account data

Apple describes a method where a device combines a user's search term with a mathematical profile of their account to find matching digital assets. The system compares this combined profile against other data points to rank and display the most relevant results.

Why it mattersThis filing outlines a standard technique for personalizing search results by weighting user-specific data alongside the search term itself.

In the filing’s own words

One embodiment sets forth a method for providing relevant search results for search queries. According to some embodiments, the method can be implemented by a client computing device, and includes the steps of (1) receiving a query, wherein the query is associated with a user account, and the user account is associated with a user account vector, (2) generating a query vector based at least in part on the query, (3) generating an output vector based at least in part on the query vector and the user account vector, (4) obtaining, based at least in part on the query, a plurality of digital asset vectors, wherein each digital asset vector of the plurality of digital asset vectors corresponds to a respective digital asset, (5) comparing the output vector to the plurality of digital asset vectors to generate respective similarity scores for the plurality of digital asset vectors, (6) filtering the plurality of digital asset vectors in accordance with the similarity scores to establish a filtered plurality of digital asset vectors, and (7) displaying, in accordance with the filtered plurality of digital asset vectors, respective affordances for the respective digital assets that correspond to the filtered plurality of digital asset vectors.

What exactly they claim (claim 1)

1. A method for providing relevant search results for search queries, the method comprising, by a client computing device: receiving a query, wherein the query is associated with a user account, and the user account is associated with a user account vector; generating a query vector based at least in part on the query; generating an output vector based at least in part on the query vector and the user account vector; obtaining, based at least in part on the query, a plurality of digital asset vectors, wherein each digital asset vector of the plurality of digital asset vectors corresponds to a respective digital asset; comparing the output vector to the plurality of digital asset vectors to generate respective similarity scores for the plurality of digital asset vectors; filtering the plurality of digital asset vectors in accordance with the similarity scores to establish a filtered plurality of digital asset vectors; and displaying, in accordance with the filtered plurality of digital asset vectors, respective affordances for the respective digital assets that correspond to the filtered plurality of digital asset vectors.

Facts

Company
Apple (Apple Inc.)
Official title
Techniques for providing relevant search results for search queries
Patent number
US12737425B2
Application number
19096970
Filed
Apr 1, 2025
Granted
Sep 15, 2026
Inventors
20
Claims
35

Classified under

G06F 16/9535 Physics & computingG06F 16/3347 Physics & computing

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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.