The smartphone boom upended Google's advertising profit engine and it took years for the internet giant to adjust to the new mobile world. The next wave of computing will be an even bigger challenge.
At Google's I/O developer conference this week near its Silicon Valley headquarters, the company unveiled new technology that will rely less and less on physical devices with screens to deliver information and services to consumers. Google hopes these advances will capture the human attention its business depends upon, and then it can figure out how to make money later, one executive said.
Google Home will sit in living rooms sucking in voice-based queries and delivering verbal answers from an artificially intelligent "Google assistant". A jacket due out in 2017 with computing built into the yarn will respond to touches and swipes and give voice directions through ear phones connected to people's phones. Project Soli will let people control computers all around them through finger gestures in air. Even Google's newest smartphone design - Ara - is less of a device and more a frame that phone components will slot in and out of.
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Google's main AdWords search advertising business generates more than $40 billion a year in highly profitable revenue from text-based ads that pop up alongside search results shown on personal computer and smartphone screens. When results are delivered by the company's AI-powered assistant, the existing ad business won't work.
"Where are the 'good old' AdWords ads if they succeed? They are nowhere. They are dead," said Carlos Kirjner, an analyst at Sanford C Bernstein. "If you thought mobile was a big transition for Google, buckle up."
When searches started happening on phones, Google had less screen space to show ads alongside its free, or organic, listings. This triggered soul-searching, questions from investors, a period of stock price stagnation and finally a thorough re-organisation of its search results and ads. Paid results now more often appear at the top of mobile search results and some ads have become more like transactions where Google takes a cut of a booking fee, rather than a payment from a marketer for a click.
Ambient computing will force Google to embrace more new ways of making money, Kirjner said.
"Compared to this fundamental change in business model, probably requiring that Google captures value from transactions and not from ads, mobile was just a minor, user interface tweak," he wrote in a note to investors.
In a world of ambient computing, users could interact with fewer ads, but if Google has its way, those marketing messages will be better targeted and therefore more valuable to advertisers, according to a person familiar with the matter.
Despite the early stage of the work, AI systems will blur the lines between Google's free and paid results. Even with the company's new messaging service Allo, which will have the Google AI assistant delivering answers and making bookings in text streams, it's unclear how ads or other paid-for information and services will be presented.