Apple Targeting Social Networking and Product Sales Predictions in Shopping Environments

A pair of Apple patent applications published by the U.S. Patent and Trademark Office today reveal that the company is continuing to look into ways of harnessing the knowledge of groups of consumers to assist in the shopping process both online and in brick-and-mortar stores. With these methods, the company hopes to assist consumers with social networking tools in the shopping environment, as well as use community-based sales ranking predictions to help consumers find the best products for themselves.

143356 shopping social networking

The first patent, noted by AppleInsider, is entitled "Social Networking in Shopping Environments" and was filed in June 2009. It addresses methods by which customers can use social networking tools to select items while shopping and solicit opinions on the appropriateness of the articles from friends. In some variations, store employees could also tap into the system to offer their feedback on proposed purchases and alternatives available in the store.

In a shopping environment, a user may identify one or more articles of interest. Before purchasing the articles, the user may wish to consult with friends or other people. To do so, the user can use a mobile device to transmit identifying information for the articles to mobile or other devices of the user's friends (e.g., some or all friends in an address book, or just friends located within a maximum distance of the user, for example in the same mall). The identifying information can include links to databases of the articles, images or photographs of the articles, location information for the friends to see the articles (e.g., identify a rack in a store where an article of clothing was found) or any other suitable information. The user's friends can review the identified articles, and provide comments for the user. For example, the user's friends can give a thumbs up/down, a star rating, a comment (e.g., text, audio or video), or any other type of comment.

In some embodiments, the user can receive recommendations of other articles to purchase instead of or in addition to the initially identified articles. For example, other users can provide identifying information for other articles available for purchase. As another example, other users can identify other articles already owned by the user that would go well with articles available for purchase (e.g., articles previously identified by the user, or articles identified by other users). The received recommendations can include comments to assist the user in determining whether to make a purchase. The recommendations provided by friends can include articles available in the store in which the user is shopping, in other stores (e.g., in the same complex or mall), online or from remote sources (e.g., links to an online store or to a catalog from which articles can be ordered) or from any other suitable source.

A second patent application, known as "Systems, Methods, and Computer-Readable Media for Community Review of Items in an Electronic Store", was also filed in June 2009 and addresses online marketplace as opposed to the brick-and-mortar stores addressed in the first application.

This second patent application describes ways to harness the input of users of online stores to predict the relative sales rankings of various products, thereby bringing them to the attention of other shoppers. The application begins by citing the difficulties in generating accurate reviews of products in online stores, from the cost and effort required for stores to perform their own reviews to the lack of trustworthiness from reviews provided by manufacturers themselves or other customers.

145005 audio track performance prediction
Sample review and prediction interface for an audio track

Apple's method describes how users could be surveyed to predict the performance of certain products, with the reviews of those who most accurately predict future performance over time carrying more weight when it comes to sharing their thoughts with other potential customers. For users predicting rankings, an increased "credibility score" may be sufficient incentive to drive participation in the program, although online stores could also offer financial incentives for customers making predictions.

145005 prediction award chart 500
Sample calculation of financial awards for sales performance predictions

Popular Stories

Apple Announces Special Event in New York Feature

Apple Announces Special Event in New York, London, and Shanghai on March 4

Monday February 16, 2026 6:05 am PST by
Apple today announced a "special Apple Experience" in New York, London, and Shanghai, taking place on March 4, 2026 at 9:00am ET. Apple invited select members of the media to the event in three major cities around the world. It is simply described as a "special Apple Experience," and there is no further information about what it may entail. The invitation features a 3D Apple logo design...
M3 iPad Air

Apple's Next Two Products Are Coming Soon

Thursday February 12, 2026 11:17 am PST by
Apple plans to release an iPhone 17e and an iPad Air with an M4 chip "in the coming weeks," according to the latest word from Bloomberg's Mark Gurman. "Apple retail employees say that inventory of the iPhone 16e has basically dried out and the iPad Air is seeing shortages as well," said Gurman. "I've been expecting new versions of both (iPhone 17e and M4 iPad Air) in the coming weeks."...
Apple Announces Special Event in New York Feature 1

Apple Event on March 4: Here's What to Expect

Tuesday February 17, 2026 8:08 am PST by
Apple on Monday invited selected journalists and content creators to a "special Apple Experience" on Wednesday, March 4 in New York, London, and Shanghai. At an Apple Experience, attendees are typically given the opportunity to try out Apple's latest hardware or software. Following the launch of Apple Creator Studio last month, for example, some content creators attended an Apple Experience...
iphone 17 pro dark blue 1

Gurman: iPhone 18 Pro Could Be Underwhelming

Monday February 16, 2026 4:24 am PST by
Apple's upcoming iPhone 18 Pro and iPhone 18 Pro Max models "won't be a big update," according to Bloomberg's Mark Gurman. In the latest edition of his "Power On" newsletter, Gurman said that the iPhone 18 Pro models will "represent minor tweaks from last year's iPhone 17 Pro and 17 Pro Max." He compared the upgrade to Apple's past practice of appending the letter "S" to its more minor...
Coffee Burgundy and Purple iPhone 18 Pro Mock

Five iPhone 18 Pro Features Revealed in New Report

Friday February 13, 2026 8:43 am PST by
While the iPhone 18 Pro and iPhone 18 Pro Max are still seven months away, an analyst has revealed five new features the devices will allegedly have. Rumored color options for the iPhone 18 Pro models In a research note with investment firm GF Securities on Thursday, analyst Jeff Pu outlined the following upgrades for the iPhone 18 Pro models: Smaller Dynamic Island: It has been rumored...