BuzzFeed News reported that Google delisted hundreds of apps for “disruptive” ads. However, until now, Cheetah Mobile was the only developer known to have been removed from the Play Store as a result of Google’s decision to clamp down on “disruptive” ads.
Pixalate’s research team has uncovered 564 apps that have characteristics that appear to be consistent with apps removed due to “disruptive” ads. In our list of 564 apps, developers with at least one such app had all of their apps removed (even if the developer’s other apps did not contain ads).
These findings are based on Pixalate’s data and research of apps delisted between February 10-20, 2020.
All 10 of the top 10 most popular apps (based on minimum downloads prior to delisting) that appear to have been delisted in the time frame studied were from developers affiliated with Cheetah Mobile.
All of these apps have over 100 million downloads, including one app with 500M+ and another with over 1 billion.
Download delisted apps that had at least 5 million downloads here:
In total, the 564 apps Pixalate identified had been downloaded at least 2.8 billion times, based on Google Play Store data.
Here is where the 564 apps were registered:
Country of Registry (in Play Store) |
# of apps |
Address Not Listed |
247 |
Poland |
68 |
United Kingdom |
46 |
China |
35 |
United States |
35 |
Russia |
32 |
India |
26 |
Cannot be identified |
26 |
Hong Kong |
22 |
Saudi Arabia |
9 |
Pakistan |
5 |
Morocco |
4 |
Vietnam |
3 |
France |
2 |
Niger |
2 |
Slovenia |
2 |
Note that 247 of the delisted apps did not have an address listed in the Play Store. A further 68 were from Poland, 46 were from the U.K., and 35 were from the U.S.
China was listed as the country of registry for 35 of the apps, and Hong Kong was listed on 22 of the apps. Russian apps accounted for 32 of the delistings, while India had 26.
The vast majority of the most popular apps among these 564 came from Chinese developers. Of the 2.8 billion minimum downloads the apps had prior to delisting, 2 billion were from Chinese apps:
Note that some global companies, such as Cheetah Mobile, have apps registered in multiple countries.
Download delisted apps that had at least 5 million downloads here:
Below are the top 10 app developers, based on the number of downloads, among the 564 apps observed.
According to Pixalate’s researchers, Launcher 3D Pro and CML themes 2017 appear to be affiliated with Cheetah Mobile as well.
Pixalate’s research team analyzed all permissions from the delisted apps in question and discovered that at least 75% of the delisted apps in question had the following permissions:
These permissions could have played a role in how the apps were able to generate “disruptive” ads. Here’s how Google defines “disruptive ads” in their blog:
“We define disruptive ads as ads that are displayed to users in unexpected ways, including impairing or interfering with the usability of device functions. While they can occur in-app, one form of disruptive ads we’ve seen on the rise is something we call out-of-context ads, which is when malicious developers serve ads on a mobile device when the user is not actually active in their app.”
Below is an example of the System_Alert_Window permission in use:
Of these 564 removed apps, here are the top 10 app categories that had the most apps delisted:
Download delisted apps that had at least 5 million downloads here:
Methodology
The above-referenced data is based on Pixalate’s research into apps, and associated developers, we believe may have been delisted between February 10-20, 2020, for having apps with characteristics that appear to be consistent with “disruptive” ads. Pixalate’s research stemmed from action taken by Google and reported on by BuzzFeed News, among other outlets.
Pixalate examined apps and their associated data using its proprietary research, data-grounded logic, and information shared by Google and BuzzFeed News in their respective posts, to form an opinion regarding whether a removed app was likely due to the presence of “disruptive” ads.
All 564 apps researched by Pixalate, and their developers, were removed from the Play Store as of March 2, 2020, with both the app and developer pages leading to a 404 response. In this list of 564 apps, if a developer had at least one app removed with characteristics appearing to be consistent with “disruptive” ads, then all of the developer’s apps were removed, even if other apps did not contain ads.
Disclaimer
The content of this post reflects Pixalate’s opinions with respect to factors that Pixalate believes may be useful to the digital media industry. Any proprietary data shared is grounded in Pixalate’s proprietary technology and analytics, which Pixalate is continuously evaluating and updating. Any references to outside sources should not be construed as endorsements. Pixalate’s opinions are just that, opinions, which means that they are neither facts nor guarantees.
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Disclaimer: The content of this page reflects Pixalate’s opinions with respect to the factors that Pixalate believes can be useful to the digital media industry. Any proprietary data shared is grounded in Pixalate’s proprietary technology and analytics, which Pixalate is continuously evaluating and updating. Any references to outside sources should not be construed as endorsements. Pixalate’s opinions are just that - opinion, not facts or guarantees.
Per the MRC, “'Fraud' is not intended to represent fraud as defined in various laws, statutes and ordinances or as conventionally used in U.S. Court or other legal proceedings, but rather a custom definition strictly for advertising measurement purposes. Also per the MRC, “‘Invalid Traffic’ is defined generally as traffic that does not meet certain ad serving quality or completeness criteria, or otherwise does not represent legitimate ad traffic that should be included in measurement counts. Among the reasons why ad traffic may be deemed invalid is it is a result of non-human traffic (spiders, bots, etc.), or activity designed to produce fraudulent traffic.”