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

iOS 18

iOS 18.4 Coming Next Week With These New Features for Your iPhone

Friday February 14, 2025 6:18 am PST by
The first iOS 18.4 beta for iPhones should be just around the corner, and the update is expected to include many new features and changes. Bloomberg's Mark Gurman expects the iOS 18.4 beta to be released by next week. Below, we outline what to expect from iOS 18.4 so far. Apple Intelligence for Siri Siri is expected to get several enhancements powered by Apple Intelligence on iOS...
iPhone 17 Roundup Feature 2

iPhone Design to Change 'Significantly' This Year

Monday February 17, 2025 7:09 am PST by
Apple is set to "significantly change" the iPhone's design language later this year, according to a Weibo leaker. In a new post, the user known "Digital Chat Station" said that the iPhone's design is "starting to change significantly" this year. The "iPhone 17 Air" reportedly features a "horizontal, bar-shaped" design on the rear, likely referring to an elongated camera bump. On the other...
apple launch feb 2025 alt

What to Expect From the 'Apple Launch' Next Week

Thursday February 13, 2025 11:48 am PST by
Apple has yet to announce any new devices this year, but that could change starting next week. Apple CEO Tim Cook today said to "get ready" for a "launch" on Wednesday, February 19. "Get ready to meet the newest member of the family," said Cook, in a social media post. The post includes an #AppleLaunch hashtag, along with a short video featuring an animated Apple logo inside of a circle....
Apple Maps 2024

Apple Maps Might Start Showing Ads

Sunday February 16, 2025 7:22 am PST by
Apple is "exploring" the idea of showing search ads in the Apple Maps app, according to Bloomberg's Mark Gurman. Back in 2022, Gurman said software engineering was "already underway" to display ads in the Apple Maps app, but Apple did not move forward with the idea at the time. Today, he said Apple is "giving this notion more thought" again. This time around, he said Apple has yet to...
Tim Cook Apple Park

10+ Announcements Apple Could Have Rolled Into a February Event

Saturday February 15, 2025 8:00 am PST by
Apple appears to have enough upcoming product announcements to justify a full event this month, yet all signs indicate these reveals will be handled through a series of press releases instead. There are a multitude of rumors from reliable sources about specific announcements in the coming weeks, so here's everything that Apple could have feasibly included in a hypothetical February event: ...
iPhone 17 Pro Render Front Page Tech

iPhone 17 Pro With All-New Camera Bar Design Allegedly Revealed

Thursday February 13, 2025 5:49 pm PST by
Apple's next-generation iPhone 17 Pro will feature three rear cameras arranged in a familiar triangular layout, but the cameras will be housed in an all-new rectangular camera bar with rounded corners, according to YouTube channel Front Page Tech. iPhone 17 Pro camera design render created by Asher for Front Page Tech In a video uploaded today, Front Page Tech host Jon Prosser said the camera ...
m2 pro mac mini

Apple is Now Selling a Refurbished Mac Mini for Just $319 (!)

Saturday February 15, 2025 9:58 am PST by
A few days ago, we reported that Apple's refurbished Mac mini pricing had a problem, and it appears that Apple has taken note. Apple was offering a refurbished Mac mini with the M2 chip, 16GB of RAM, and 256GB of storage for $559, which was $50 more than a refurbished Mac mini with the M4 chip, 16GB of RAM, and 256GB of storage. All other key specifications were equal. That's no longer...
iPhone SE 4 Thumb 1

Apple's Next iPhone SE Launching on Wednesday - Here's What We Know

Friday February 14, 2025 4:04 pm PST by
Apple CEO Tim Cook teased an Apple announcement that's coming on Wednesday, February 19, and it's looking like that mystery announcement will be the next-generation iPhone SE. We've been hearing about the iPhone SE 4 for quite some time now, and we essentially know everything to expect. If you want a sneak peek at what's coming, read on. Naming Apple first introduced the iPhone SE in...

Top Rated Comments

realeric Avatar
121 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
121 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
121 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
121 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
121 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
121 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)