Apple Improves App Store Search Algorithms

Apple appears to have made some significant improvements to the way App Store searches work in recent weeks, returning more relevant, intelligent results whenever a keyword search for an app is conducted, reports TechCrunch.

Several developers, including Tapbots' Paul Haddad and Contrast's David Barnard began noticing changes to App Store search results starting in early November, with a major algorithm update occurring on November 12.

App rankings for search results now appear to take into account factors that go beyond simple keyword listings, like partial keyword matches and competitor brand names, somewhat de-emphasizing the keywords that developers enter manually. As an example, a search for "Twitter" now brings up relevant apps like Tweetbot, something that didn't happen before the shift.

appstoresearchresults

It's also the first time the App Store has ranked apps for keywords that are not in the title or the "keyword," slot, we understand.

For developers searching against their own app name, what this change means is that they'll now see a number of competing apps that didn't show up before, and an overall expanded list of matches.

AppFigures CEO Ariel Michaeli told TechCrunch the App Store uses a new suggestion function that takes into account the "essence of the app" and puts more emphasis on on-page components.

Apple is constantly making changes to the way apps come up in charts and through search, in an effort to improve app discovery. The recent search algorithm changes appear to be bringing up much more useful results, but as TechCrunch points out, Apple could make further improvements by utilizing metrics like whether an app was featured, positive reviews and press mentions from the web, and its overall usage.

Popular Stories

iPhone Pocket Short

iPhone Pocket is Now Completely Sold Out Worldwide

Tuesday November 25, 2025 7:16 am PST by
Apple recently teamed up with Japanese fashion brand ISSEY MIYAKE to create the iPhone Pocket, a limited-edition knitted accessory designed to carry an iPhone. However, it is now completely sold out in all countries where it was released. iPhone Pocket became available to order on Apple's online store starting Friday, November 14, in the United States, France, China, Italy, Japan, Singapore, ...
Netflix Smaller 4

Netflix Kills Casting From Its Mobile App to Most Modern TVs

Monday December 1, 2025 4:36 am PST by
Netflix has quietly removed the ability to cast content from its mobile apps to most modern TVs and streaming devices, including newer Chromecast models and the Google TV Streamer. The change was first spotted by users on Reddit and confirmed in an updated Netflix support page (via Android Authority), which now states that the streaming service no longer supports casting from mobile devices...
Cyber Week Deals 2025

Best Cyber Week Apple Deals Include Big Discounts on AirPods, Apple Watch, and More

Sunday November 30, 2025 7:33 am PST by
Cyber Week is here, and you can find popular Apple products like AirPods, iPad, Apple Watch, and more at all-time low prices. 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 you click a link and make a purchase, we may receive a small payment, which helps us keep the site running. Specifically,...
Sad Siri Feature

Apple AI Chief John Giannandrea Retiring After Siri Delays

Monday December 1, 2025 2:16 pm PST by
Apple AI chief John Giannandrea is stepping down from his position and retiring in spring 2026, Apple announced today. Giannandrea will serve as an advisor between now and 2026, with former Microsoft AI researcher Amar Subramanya set to take over as vice president of AI. Subramanya will report to Apple engineering chief Craig Federighi, and will lead Apple Foundation Models, ML research, and ...
studio display purple february

M5 iPad Pro Could Hint at New Studio Display Feature

Sunday November 30, 2025 10:30 am PST by
The updated specs of the M5 iPad Pro may point toward a major new feature for Apple's next-generation Studio Display expected in early 2026. Apple's latest iPad Pro debuted last month and contains one display-related change that stands out: it can now drive external monitors at up to 120Hz with Adaptive Sync. The feature should deliver lower latency, smoother motion, and fewer visual...
New Intel Logo

Apple and Intel Rumored to Partner on Mac Chips Again in a New Way

Friday November 28, 2025 7:33 am PST by
While all Macs are now powered by Apple's custom-designed chips, a new rumor claims that Apple may rekindle its partnership with Intel, albeit in a new and limited way. Apple supply chain analyst Ming-Chi Kuo today said Intel is expected to begin shipping Apple's lowest-end M-series chip as early as mid-2027. Kuo said Apple plans to utilize Intel's 18A process, which is the "earliest...
iphone black friday gold

The Best Black Friday iPhone Deals Still Available

Friday November 28, 2025 6:24 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...
maxresdefault

iPhone Fold: Launch, Pricing, and What to Expect From Apple's Foldable

Monday December 1, 2025 3:00 am PST by
Apple is expected to launch a new foldable iPhone next year, based on multiple rumors and credible sources. The long-awaited device has been rumored for years now, but signs increasingly suggest that 2026 could indeed be the year that Apple releases its first foldable device. Subscribe to the MacRumors YouTube channel for more videos. Below, we've collated an updated set of key details that ...
maxresdefault

The MacRumors Show: Apple's Big Plans for iPad Mini 8

Friday November 28, 2025 8:39 am PST by
On this week's episode of The MacRumors Show, we talk through the latest rumors about Apple's upcoming iPad mini 8. Subscribe to The MacRumors Show YouTube channel for more videos The next-generation version of the iPad mini is expected to feature an OLED display, as part of Apple's plan to expand the display technology across many more of its devices. Apple's first OLED device was the Apple...

Top Rated Comments

realeric Avatar
131 months ago
App store is a nightmare. It's nearly impossible to search apps without knowing exact names.
Score: 19 Votes (Like | Disagree)
CarpalMac Avatar
131 months ago
Makes me wonder what a lot of their staff do with their time. This has been such a seemingly neglected area yet the App Store is so important to users, developers and most of all, as a revenue stream for Apple.

Here's hoping that the top 10 charts might look slightly different in the future. For the last few months and years they certainly haven't.
Score: 18 Votes (Like | Disagree)
derek4484 Avatar
131 months ago
Something that is desperately needed. Unless you spell the app name exactly correct, it rarely finds what I'm looking for.
Score: 16 Votes (Like | Disagree)
Benjamin Frost Avatar
131 months ago
This feels like re-arranging the deckchairs on the Titanic.

The App Store is in dire need of a complete overhaul. It is hopelessly restricted for app discoverability. We need more categories, more sub-categories and sophisticated filters accessible at the top of the page. We need to be able to hide apps individually or by category. For instance, I do not want to see any apps with gold, gems or other treasure as In-App Purchases. These apps are all junk to me. We need free demos for every single app, even for 30 minutes. We need longer video previews, video tutorials and more screenshots. We need to be able to tailor the App Store to fit our devices and desires.

Get to it, Apple. If only you hadn't fired Forstall.
Score: 11 Votes (Like | Disagree)
macduke Avatar
131 months ago
Search on the app store was always terrible. I remember always having to have the app name exactly right. I also remember lots of irrelevant results showing up when searching for simple things like Adobe's apps. I recently did a clean install of iOS 9 on my 6s because I had some issues with random freezes during the night making my alarm go off (along with a hot home button, ended up being replaced by Apple) so I had to search for a lot of my apps to install them from scratch. I remember when doing the Adobe apps it would bring up guide books and other weird stuff as the top result. Even now I just tried searching Lightroom and accidentally typed Loghtroom and it still found it fine! Kinda sad that it took them this many years to get basic search right. Even I setup the WordPress install for our news site at work to search for partials and across various pieces of metadata and tags in the database. Why did it take this long?
Score: 8 Votes (Like | Disagree)
PsykX Avatar
131 months ago
Something that is desperately needed. Unless you spell the app name exactly correct, it rarely finds what I'm looking for.
Like if you didn't type the entire name "Trolls vs Leprechauns" it was absolutely impossible to find my game. And people spelt "vs" like "versus" instead, and forgot the S'es at the end of Trolls and Leprechauns.

This is one of the few things Google has always done better than Apple (and please let's keep Maps out of this thread :p)
Score: 7 Votes (Like | Disagree)