Google brings its Guided Learning AI tutor to Google Classroom

Google describes Guided Learning as a Gemini study tool that coaches students through problem solving with open-ended questions and step-by-step breakdowns instead of direct final answers. Google calls the design principle behind it “productive struggle”: challenging enough to learn from, not so hard that the student gives up. Chris Phillips, Google's vice president and general manager of education, announced the expansion in a November 3 blog post.

Google says it is now bringing Guided Learning to Google Classroom, where it is available today, and to Google Search, starting with a pilot.

In Google's example, a student pastes a complex physics problem into Search, or asks for help writing a book report. Google says Search will walk them through the topic step by step, with prompts to think critically about the concepts without going directly to the answer. The Search version starts as a pilot in select U.S. schools later this month, with more districts to follow in the coming months.

In Classroom, the flow is teacher-led. According to Google, a teacher assigns a Guided Learning activity, each student works through it as a one-to-one study tool anchored in class material, and the teacher gets real-time insights into where the class might need support. Google tested this version in a four-week pilot across three UK secondary schools, in four subjects, with the charity Ark, and says teacher feedback led to new educator insights and improved anchoring to uploaded curriculum.

Three things, all announced November 3. Guided Learning is globally available in Google Classroom starting today. Guided Learning capabilities are coming to Search, starting with the pilot in select U.S. schools later this month. And Google is changing the default for school accounts: access to Gemini, Gemini Notebook, Gemini in Classroom, and Google Search will be entirely off for K-12 student accounts until a school administrator explicitly turns each one on. Google says it will share more specifics with schools in the coming months before the changes roll out.

Google's post describes the new default as giving school leaders control. Google's post does not address Search access when AI is off; Chris Phillips told The New York Times that Search and AI “are deeply integrated” and students in schools with AI features turned off “will not have access to search, and they’ll see a message from their school that indicates it’s not available.” Google told Engadget that administrators will be able to enable the products individually rather than all at once.

Google told the Times that two options will be available to schools in early 2027: one with AI Overviews and other AI features turned on, the other with Guided Learning in their place. 9to5Google wrote that this leaves schools with no choice other than to accept AI features or give up Google Search for students, and that the Times noted earlier Google AI efforts in schools have met opposition from educators and parents.

Google published a randomized controlled trial with more than 300 students at the University of Tokyo to back the rollout. Every student had half a day to study a statistics lesson using standard online resources; half also had Guided Learning in the Gemini app. The control group improved by 5.3 percentage points from pre-test to post-test; the Guided Learning group improved by 8.1 points. Google calls that 1.5 times the learning gain; the absolute difference is 2.8 points, in a single half-day session.

The trial is Google's own study of its own product, in one half-day session on one subject, with university students rather than K-12 students. Google's posts do not report longer-term results. The UK pilot results are from Google's post-pilot surveys and interviews.