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

m1 chip slide

Five Years of Apple Silicon: M1 to M5 Performance Comparison

Monday November 10, 2025 1:08 pm PST by
Today marks the fifth anniversary of the Apple silicon chip that replaced Intel chips in Apple's Mac lineup. The first Apple silicon chip, the M1, was unveiled on November 10, 2020. The M1 debuted in the MacBook Air, Mac mini, and 13-inch MacBook Pro. The M1 chip was impressive when it launched, featuring the "world's fastest CPU core" and industry-leading performance per watt, and it's only ...
All Screen iPhone 2027 Feature 1

Apple to Hide Selfie Camera Under Display of 20th Anniversary iPhone

Monday November 10, 2025 1:55 am PST by
Apple will conceal the front-facing camera under the screen of its 2027 iPhone, a Chinese leaker said today, corroborating reports that Apple's 20th anniversary iPhone will have no visible cutouts in the display. Weibo-based account Digital Chat Station said Apple's development of under-screen camera technology was progressing as planned for adoption in 2027, one year after it will...
iphone air thinness

iPhone Air Sales Are So Bad That Apple's Delaying the Next-Generation Version

Monday November 10, 2025 11:41 am PST by
The thin, light iPhone Air sold so poorly that Apple has decided to delay the launch of the next-generation iPhone Air that was scheduled to come out alongside the iPhone 18 Pro, reports The Information. Apple initially planned to release a new iPhone Air in fall 2026, but now that's not going to happen. Since the iPhone Air launched in September, there have been reports of poor sales...
iphone pocket%402x

Apple Debuts iPhone Pocket, a Limited Edition iPod Sock-Style Accessory

Tuesday November 11, 2025 1:23 am PST by
Apple has teamed up with Japanese fashion house ISSEY MIYAKE to launch iPhone Pocket, a 3D-knitted limited edition accessory designed to carry an iPhone, AirPods, and other everyday items. The accessory is like a stretchy pocket, not unlike an iPod Sock, but elongated to form a strap made of a ribbed, elastic textile that fully encloses an iPhone yet allows you to glimpse the display...
iOS 26

iOS 26.2 Available Next Month With These 8 New Features

Tuesday November 11, 2025 9:48 am PST by
Apple released the first iOS 26.2 beta last week. The upcoming update includes a handful of new features and changes on the iPhone, including a new Liquid Glass slider for the Lock Screen's clock, offline lyrics in Apple Music, and more. In a recent press release, Apple confirmed that iOS 26.2 will be released to all users in December, but it did not provide a specific release date....
Early Black Friday Deals 1

The Best Early Black Friday Apple Deals on AirPods, Apple Watch, iPad, and More

Saturday November 8, 2025 6:16 am PST by
We're officially in the month of Black Friday, which will take place on Friday, November 28 in 2025. As always, this will be the best time of the year to shop for great deals, including popular Apple products like AirPods, iPad, Apple Watch, and more. In this article, the majority of the discounts will be found on Amazon. Note: MacRumors is an affiliate partner with some of these vendors. When ...
homepod mini colors

New HomePod Mini Coming Soon With These Features

Tuesday November 11, 2025 7:30 am PST by
Apple is expected to announce a new HomePod mini imminently, headlining with new chips. Here are all of the new features we're expecting. The second-generation HomePod mini is highly likely to contain a more up-to-date chip for more advanced computational audio and improved responsiveness. The current HomePod mini is equipped with the Apple Watch Series 5's S5 chip from 2019. Apple is likely ...
Apple fitness plus feature

Future of Apple Fitness+ 'Under Review'

Sunday November 9, 2025 5:30 am PST by
The future of Apple Fitness+ is "under review" amid a reorganization of the service, according to Bloomberg's Mark Gurman. In the latest edition of his "Power On" newsletter, Gurman said that Apple Fitness+ remains one of the company's "weakest digital offerings." The service apparently suffers from high churn and little revenue. Nevertheless, Fitness+ has a small, loyal fanbase that...
iphone black friday gold

The Best Early Black Friday iPhone Deals

Monday November 10, 2025 10:18 am PST by
Cellular carriers have always offered big savings on the newest iPhone models during the holidays, and Black Friday 2025 sales have kicked off at AT&T, Verizon, T-Mobile, and more. Right now we're tracking notable offers on the iPhone 17, iPhone 17 Pro, iPhone 17 Pro Max, and iPhone Air. For even more savings, keep an eye on older models during the holiday shopping season. Note: MacRumors is...
2024 iPhone Boxes Feature

Apple Adjusts Trade-In Values for iPhones, iPads, Macs, and More

Thursday November 6, 2025 11:12 am PST by
Apple today updated its trade-in values for select iPhone, iPad, Mac, and Apple Watch models. Trade-ins can be completed on Apple's website, or at an Apple Store. The charts below provide an overview of Apple's current and previous trade-in values in the U.S., according to its website. Maximum values for most devices either decreased or saw no change, but the iPad Air received a slight bump. ...