Google brings Canvas coding and writing to Search

Google is turning its search engine into a live software workspace.

Google expanded access to Canvas in AI Mode to all U.S. users in English. The feature originally launched as a Google Labs experiment last year, but now it lives right inside standard Search, packing fresh support for creative writing and coding tasks.

A working prototype in your sidebar

Instead of just handing you an AI summary or a list of blue links, Canvas opens a dynamic side panel to help you build interactive projects. You tap the plus menu inside AI Mode, choose Canvas, and describe what you need.

Google highlighted an early tester who built an interactive scholarship-tracking dashboard to organize requirements, deadlines, and dollar amounts. The magic here is the data pipeline: Canvas pulls live info from the web and Google’s Knowledge Graph to assemble a functional prototype on the fly.

You can click around to test the app, toggle over to view the raw code, and refine everything using conversational follow-ups. TechCrunch noted that Canvas can also turn research reports into web pages, quizzes, or audio overviews, which overlaps quite a bit with Google’s NotebookLM tool. Over in the standalone Gemini app, Google AI Pro and Ultra subscribers get access to Gemini 3 and a 1-million-token context window for heavier lifting.

Why it matters

For everyday users, the friction of spinning up custom software has basically vanished. If you need a fast dashboard to compare gym memberships or build a quick quiz from study notes, you do not need to install an IDE or search for a SaaS tool. You just describe it in Search.

For the broader AI race, this shows Google leveraging its ultimate weapon: raw distribution. While OpenAI and Anthropic have to convince people to visit their apps, Google can place coding and drafting canvases directly in front of millions of searchers who have never even tried Gemini.

We think Google’s decision to make Canvas opt-in via a menu click is smarter than ChatGPT’s approach of auto-triggering, which can feel intrusive when you just want a quick answer. That said, Google’s classic habit of product overlap is clearly showing again, with Canvas, Gemini, and NotebookLM all fighting to be your research buddy.