Gemini Task Automation Review: Why You Should Wait
Read our hands-on review of Gemini's new task automation. Discover why this AI assistant is a brilliant glimpse of the future, but not ready to buy yet.
By Team Gimmie
Updated August 27, 2026

Gemini’s New Task Automation: A Brilliant Glimpse of the Future You Shouldn’t Buy Yet
It is easy to get swept up in the breathless pronouncements of the next big thing in AI. We see polished demos and hear grand promises, but the reality often lands with a thud. That is why I approached the news of Gemini’s new task automation feature with a healthy dose of skepticism. The idea of an AI assistant that can actually do things on your phone—using apps on your behalf—sounds like something straight out of a sci-fi novel.
After putting it through its paces on the latest hardware, I can tell you this: Gemini’s task automation is undeniably impressive from a technical standpoint, but it is also slow, clunky, and far from being a polished product you would rush to buy for yourself or give as a gift.
The Barrier to Entry: A Very Expensive Beta
Before we even talk about how it works, we have to talk about the price of admission. To even try this "future," you need the absolute top-tier hardware of 2026. We are talking about the Pixel 10 Pro or the Galaxy S26 Ultra. These are devices that comfortably clear the $1,200 mark.
Gifting someone a "smart assistant" that requires a mortgage-payment-sized investment in a new phone just to function is a tough sell. For most people, that is a massive barrier to entry for a feature that is still technically in its infancy. You are essentially paying a premium price to be a voluntary beta tester for Google.
The Reality of the Clunk: Why It Isn't Ready for Primetime
Think of this feature like a toddler taking their first steps. It is breathtaking to watch the sheer act of movement, but you wouldn’t ask that toddler to carry a tray of crystal glassware across the room.
In my testing, the "clunkiness" wasn't just a minor annoyance; it was the defining characteristic of the experience. When I asked Gemini to order my usual Uber home, I didn't just see a finished confirmation. Instead, I watched the screen flicker as the AI manually navigated the Uber interface. It would tap the wrong menu, pause for five seconds of "thinking" latency, and occasionally get stuck in a loop where it would open and close the same sub-menu repeatedly.
There is a specific kind of digital anxiety that comes from watching an AI fumbled through your apps. A task that takes me ten seconds of muscle-memory tapping can take Gemini forty-five seconds of visible, stuttering effort. It feels less like a seamless assistant and more like you’re watching a nervous intern use your phone through a remote-desktop connection with a bad Wi-Fi signal.
