Google’s AI Mode now lets you link and interact with select apps

The Shift from Chatbots to Agents

For the last year, we have been living in the era of the sophisticated parrot. Large language models have become incredibly good at summarizing the web, drafting emails, and answering questions that we used to search for on a browser. But for those of us actually building products and companies, the utility has felt capped. A chatbot that can only talk is essentially just an expensive intern who refuses to leave their desk.

Google’s latest update to its AI Mode suggests they are finally tired of the talking. By allowing AI Mode to link directly with and interact within select third-party applications, Google is pivoting from a conversational interface to a functional operating layer. They are moving into the world of agentic workflows, where the AI doesn't just tell you what to do, but actually clicks the buttons for you.

Breaking the Permission Wall

The core of this update is the ability to connect specific accounts and apps directly into the AI interface. Historically, Google kept its AI relatively siloed within its own ecosystem—think Workspace, Keep, or Gmail. Now, they are opening the gates to external services. This is a massive shift for developers and founders who have been trying to figure out how to keep their users engaged when the AI layer threatens to sit on top of everything.

We are seeing the early stages of what I call the "Single Surface" reality. Users no longer want to hop between five different SaaS dashboard tabs to complete a single workflow. If they can sit inside a Google AI prompt and tell it to pull data from one app and push a notification to another, the value proposition of the individual app's UI starts to diminish. For builders, this is a double-edged sword. You get more utility through the Google integration, but you lose the eyes on your own brand's interface.

Why This Matters for Builders

If you are building in the software space right now, you have to ask yourself a hard question: Is your value located in your user interface or in your API? Google’s move to make AI Mode a command center means that the "chrome" of your website matters less than the robustness of your endpoints. If Google can execute tasks within your app via AI, your app essentially becomes a headless service provider for their ecosystem.

From a founder’s perspective, this is a race to the bottom of the stack. We are seeing a shift where the AI essentially becomes the new browser. Just as we moved from desktop software to web apps, we are now moving from web apps to AI-integrated micro-services. If your tool doesn't play nice with these AI Modes, you risk being invisible to the next generation of users who treat a prompt box as their primary keyboard.

The Skeptic's Corner: Security and Trust

Now, let's talk about the friction. As a builder, I am always skeptical of the "all-in-one" promise from the majors. Google asking for deep-link permissions into your favorite apps is a massive data play. It’s one thing to let an AI read your emails; it’s another to let it take actions inside your financial tools or project management software. The security implications for enterprise users are significant.

There is also the question of reliability. We have all seen LLMs hallucinate. When an LLM hallucinates a fact in a paragraph, it’s annoying. When an AI agent hallucinates an action—like deleting a project or sending an incorrect invoice because it misinterpreted a prompt—it’s a liability nightmare. Google is going to have to prove that these integrations are sandboxed and verifiable before serious builders move their mission-critical workflows over to AI Mode.

The Middleman Problem

For the startup ecosystem, there is a recurring theme: platform risk. If you build a business that relies entirely on being an app inside Google’s AI Mode, you are at their mercy. We’ve seen this movie before with the App Store and with SEO. When the platform owner decides to change the ranking algorithm or the integration protocols, the little guys get crushed.

Builders need to be smart here. Use these integrations to gain distribution and provide ease of use, but do not let the AI interface become your only way to reach your customer. You still need to own the relationship and the data. The goal should be to treat Google’s AI Mode as a feature of your product, not the platform for your product.

The Real Opportunity: Beyond Simple Queries

What excites me about this update is the potential for complex, multi-step tasks. In the past, you might ask an AI, "What are my meetings today?" Now, the goal is to say, "See which of my meetings today are with people I haven't talked to in six months, find their latest news on their company websites, and draft a personalized intro for each."

This requires the AI to jump between a calendar app, a web browser, and a CRM or notes app. This level of cross-pollination is where the real efficiency gains live. For founders, the opportunity is to build the "connective tissue" that makes these jumps seamless. If you can provide the specialized data or the unique logic that Google’s general-purpose AI lacks, you have a seat at the table.

The future of software isn't about better buttons; it's about better connections between the buttons that already exist.

Final Takeaway for the Founder

Google’s move into app-interactive AI isn't just a UI update; it’s a notice to all software builders. The browser is becoming a background process. The new primary interface is the intent-based prompt. If you are building tools today, prioritize your API and your integration capabilities over your aesthetic flourishes. Make your service so useful that the AI has to use it to get the job done. But keep the lights on in your own house, because relying on a giant to be your only storefront is a recipe for a quiet exit.

Read the original at TechCrunch AI →