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Users of the microblogging platform have been tweeting about how they can't find the iPhone app.
On Tuesday, Tumblr wrote on its own Twitter account: "Some people have had issues with the iOS app logging them out. We're working on it and will update when we have more information."
It's unclear if the disappearance is linked to the update but it's likely that it is given that Tumblr's Android app appears to be unaffected.
It's also unclear if the disappearance is linked to the Tumblr hack that was reported earlier this week. Following the hack, which reportedly took place in early 2013, a database containing more than 65 million Tumblr emails was put up for sale on the darknet for just $150 (£103).
Yes, hi, wtf happened to the Tumblr app?
- Teresa (@hann_encounter) June 1, 2016
Can tumblr app come back so I can be emo asf
- coleen (@woahcoleen04) June 1, 2016
me because the tumblr app disappeared into oblivion pic.twitter.com/fcRzUcWFi8
- Blessing (@BayLawal_) June 1, 2016
Ummm like wtf happened to my tumblr, and why isn't tumblr in the App Store anymore @tumblr #tumblr fix this problem
- Ashya turner (@Ghost_malyda) June 1, 2016
People that have previously downloaded the iOS Tumblr app can download it again in a few simple steps, according to this thread on Reddit.
Business Insider has contacted Tumblr and is waiting to hear back.