Ask for more than a link. That, in effect, is Google’s brief to itself this week.
Google doubled down on turning search from a momentary lookup into an ongoing collaboration, folding new Gemini smarts into everything from the main search box to the Play Store and the company’s standalone Gemini app.
A search box that does more than wait
For the first time in decades Google rejigged the shape of its search bar — making room for longer, conversational queries and richer inputs like photos and video. But the visual change is only the start. Underneath sits Gemini 3.5 Flash, a faster, cheaper model Google says can handle more autonomous tasks. That lets people create persistent “agents” that can monitor the web for you — think an apartment-hunting agent that pings you when a listing fits your filters, or a sneaker-watch that alerts you when an athlete’s collab drops.
Those agents are meant to blur the line between searching and delegating: you set parameters once, and Google keeps checking. It’s an obvious play against standalone AI assistants from rivals, and a strategic pivot to keep users inside Google’s ecosystem even as rivals try to siphon off queries.
Gemini goes agentic — and proactive
The Gemini app is changing too. Google previewed a new design language (Neural Expressive) and two headline features: Daily Brief, a morning digest that compiles calendar events, inbox highlights and other essentials; and Gemini Spark, a 24/7 personal agent that can run background workflows — parsing bank statements for hidden subscriptions, synthesizing meeting notes across Gmail and Docs, even assembling draft project documents and the emails to start them.
Spark runs on the cloud so it can act when your device is asleep, and Google says it will be careful about high-stakes actions: Spark will ask before spending money or sending messages. Early access starts with trusted testers and U.S. Google AI Ultra subscribers, with broader betas to follow. The company also plans to bring Spark to macOS so it can work with local files and add richer voice experiences on the desktop.
If you want the corporate précis, Google laid out many of these changes in its own post about the Gemini app and agent roadmap on the official Google blog here.
Play Store: discovery becomes conversational
AI isn’t only landing in search and apps — it’s reshaping Google’s marketplace. At I/O the company introduced Ask Play, a Gemini-powered overlay for the Play Store designed for “deeper search journeys.” Instead of scrolling through lists, you can ask the assistant to recommend a game that scratches a very particular itch, with a new Highlights summary pinned atop results.
Gemini will also start surfacing app and game recommendations across the web and Android experiences, expanding beyond the store itself. On top of that, Play Games Sidekick — an in-game overlay that offers AI-generated tips, achievements and friend activity — is getting social features and a broader rollout.
Developers aren’t left out: Google showed new Gemini tools to auto-localize content, apply trending keywords and otherwise help apps reach users in more languages and markets. Those changes slot into Google’s long-term effort to boost discovery and engagement for creators and studios; it’s worth watching how monetization strategies shift as the store becomes more AI-driven. For context on other Play Store initiatives, Google has been experimenting with buy-once offerings and Game Trials that affect how people find and try titles — see more on that here: buy-once games and Play changes.
Speed, scale—and the trust problem
All of this rides on two bets: Gemini needs to be both fast and cost-effective, and users must trust it to act on their behalf. Google argues the new Gemini 3.5 Flash model makes broader rollout possible by lowering compute costs. It’s a business play as much as a product play — cheaper models mean more places to embed AI.
But autonomy raises familiar concerns. Analysts and product leaders note an “uncanny valley” where models are helpful but still make mistakes, and people are wary of agents that act without constant oversight. Google acknowledges that: Spark is designed to ask before risky actions, and Google emphasizes controls over what apps an agent can access.
Competition is heating up. Rivals like Anthropic and OpenAI have been aggressive with agent features and enterprise subscriptions, and recent data shows they’ve carved a chunk of paid AI business. Google’s advantage, though, is reach: Gemini already claims roughly 900 million monthly users, and DeepMind’s research muscle remains a strategic asset. It’s also a huge capital story — Google told investors it expects continued heavy investment in AI infrastructure this year.
Where this could land — and what to watch
Practical gains look promising: automated inbox triage, proactive travel monitoring, or a handy gaming assistant that unpacks a boss fight. But the arc from novelty to daily reliance depends on reliability, privacy controls and transparent limits. Will users let a background agent touch their bank notifications or calendars? Will developers trust machine-generated localization and trend-hacking tools?
Expect Google to iterate fast. The company has already threaded Gemini into search, the Play Store and its app ecosystem in one I/O sweep — a clear signal that it sees AI as the connective tissue for discovery, creativity and productivity across its services. If you’d like a broader look at the I/O slate and Gemini’s ambitions, we covered the wider event here: Google I/O 2026: Gemini's next leap and Android hints.
This is not the end of search — it’s a suggestion that search wants to be more like an assistant, and an assistant, sometimes, wants to do the searching for you.
