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Of course there are several potential errors in this methodology. The categories were not all inclusive. I used Social, Media, Search, Maps, email, Messaging, e-commerce, Travel, Enterprise, Storage, Transportation, Travel and Other as the top level categories. There are many products and services who would end up in Other. Moreover, these categories were anchored by the top companies in each category and the share of the top names was not always clear. Finally, the growth rates for these categories were based on historic trends which could change either way. The online services ecosystem (all platforms) was thus estimated to be $450 billion in 2015, growing to $820 billion by 2019 and $914 billion by 2020. The mobile split would vary by segment but would be roughly 75% by 2020 (25% would not be mobile). The final assumption was based on the split among the existing mobile platforms. I put a multiple of roughly 50% for iOS and 35% for Google Android and the rest for China Android. Multiplying all these assumptions gave me a figure of $275 billion for the iOS portion of the global online services market in 2019. (Incidentally, Android was estimated at $207 billion and China Android $110 billion.) Note that this does not mean this was an expectation of Apple's revenues or that this was the opportunity of Apple obtaining any percentage of this revenue. It was simply the value of what would transact through iOS, a platform which would act as a commerce enabler. This was to be the size of the iOS "ecosystem" or co-dependency between Apple and the companies delivering through its platform. Ecosystems are a powerful idea. As I recall, this term applied to mobile was coined by a Palm executive in the late 1990s when he referred to the value of all the apps built for the Palm Pilot. The biological term refers to the system of multiple species living in close proximity. It implies an equilibrium as each species benefits from the others and the environment. There might be predators and prey but biodiversity is the successful construct. The idea of an ecosystem for a platform was also the core strength of Microsoft's Windows which created the network effects around it and it has been the goal of every platform since. The nature of computing and networking implies that these systems grow faster and are more resilient than the more traditional value networks of other businesses or industries. Now this ecosystem was something we wished to highlight in 2016 as a core strength for Apple. It was not considered as such at the time and I thought putting a figure of $275 billion in 4 years' time was a way to highlight the potential. Time since has proven us right. This week Apple highlighted the result of another research team who attempted to measure the iOS ecosystem. Their conclusion was that billings and sales facilitated by the Apple App Store Ecosystem in 2019 was $519 billion. More than twice the amount I had so optimistically forecast four years earlier. The authors also emphasize that this is a conservative estimate and should serve as a baseline. I feel partly vindicated about that figure as my attempt at a figure was intended to highlight the scope of the ecosystem and it is better to have underestimated it than overestimated it. The authors' methodology was also similar in being bottom-up summation of components by categories of services but the information available today is enhanced by the new data Apple made available on subs and Services revenues and install base. Note that in the graph below the salient data points of subscribers (red triangles) had not begun until 2017 causing the acceleration in Services revenue (yellow line). Note also the additional square points representing install base.