Teachers Using AI Are Getting About Two Hours a Week Back, and Spending It on Students
Robauto Team · Published · Last updated
New surveys of 3,000+ teachers in the UK, US, and South Korea show AI is speeding up lesson prep and paperwork, with most users saying it frees time for students. Here's what worked and what it means for brands.
Teachers are not waiting for permission to try AI. They are using it to get the prep work done faster, and many say the payoff is more time with their students. Three surveys published between mid-October and this week, covering more than 3,000 educators in the UK, the US, and South Korea, point the same hopeful direction: AI is taking weight off the paperwork side of teaching so people can spend more energy on the human side.
Eight in ten UK teachers now use AI, and weekly use doubled in a year
Bett's third annual AI in Education 2026: Working it out report, run by YouGov among 1,033 UK teachers from June 16 to 29, 2026, found that eight in ten teachers now use AI for teaching-related tasks and that weekly use has doubled in twelve months. In its first survey in 2024, seven in ten schools had not adopted AI in any form.
The most common use is the everyday preparation that happens before pupils walk in. According to Bett's Nov 5 summary, 76% of teachers using AI rely on it to create lesson plans, worksheets, and learning resources, including adapting materials for different learning needs.
How much time does it give back?
Among regular users, the typical saving is one to two hours a week. One hour was the most common answer (20%), two hours close behind (19%), and 7% said they save more than five hours. Rolled together, Bett puts the figure at a little under two hours a week. Half of AI users (51%) say it has eased their workload, up from 34% the year before, though Bett is careful to note the question wording changed between waves.
The honest nuance is useful too: only 35% say they actually work fewer hours, while 55% work the same hours. In other words, the time saved on prep is mostly being reinvested in other parts of the job rather than disappearing. Younger teachers feel it most, with 41% of under-35s saying they work fewer hours versus 26% of over-55s.
In the US, nearly two-thirds of AI-using educators say it frees time for what matters
A Walton Family Foundation and Gallup survey published Oct 14, 2026 asked 1,952 US K-12 educators about their 2025-2026 school year. Fifty-nine percent said they used AI tools for work such as preparing to teach, making learning materials, grading, giving feedback, or administrative tasks.
Among those users, 13% said AI gave them a lot more time for the parts of teaching that matter most to them, and 51% said somewhat more time, which adds up to nearly two-thirds. Just 7% said AI cost them time. The same survey found that educators' strongest sense of mattering comes from interactions with students, which is exactly where that reclaimed time can go.
In South Korea, a school-focused AI cut admin time for most users
This week, the Korean edtech company behind MyCl AI shared a user survey of its MyCl AI service, reported by Money Today on Nov 11, 2026. Of 209 teachers surveyed in October, 54.5% said their weekly academic and administrative work dropped by at least one hour: 43.1% saved one to three hours and 11.4% saved three or more. Before using the tool, 63.2% had spent three or more hours a week on that work.
The feature teachers credited most was an AI editor that works inside the document format Korean schools already use, so teachers can draft and edit without converting files or reformatting. It was used by 53.6% of respondents and named most helpful by 35.4%. Overall satisfaction averaged 8.02 out of 10. This is a vendor's own user survey, so treat it as a positive signal rather than an independent study.
The numbers side by side
| Survey | Who | Key finding | Source |
|---|---|---|---|
| Bett / YouGov, June 2026 | 1,033 UK teachers | 8 in 10 use AI; 51% of users say workload eased; regular users save a little under 2 hours a week | Bett report |
| Bett summary, Nov 5, 2026 | Same sample | 76% of AI users create lesson plans, worksheets, and resources with it | EdTech Innovation Hub |
| Walton Family Foundation / Gallup, Oct 14, 2026 | 1,952 US K-12 educators | 59% used AI; 64% of users got more time for what matters most; 7% lost time | Gallup |
| MyCl AI user survey, Oct 2026 | 209 Korean teacher users | 54.5% cut admin time by 1+ hour a week; satisfaction 8.02/10 | Money Today |
What the wins have in common
Look across the three surveys and a pattern shows up. The biggest gains come from tasks that are repetitive and well-defined: drafting lesson plans, building worksheets, adapting materials, filling in forms, and writing routine documents. The Korean result adds a practical detail worth underlining: the tool teachers liked best was the one that fit the format they already work in. AI helped most when it met people where they were.
The other common thread is that teachers stay in charge. They decide what goes in front of students, and the saved minutes flow toward feedback, individual support, and relationships. That is human-AI collaboration working the way it should.
The Robauto takeaway for brands
When a teacher asks an AI assistant to build a unit on fractions or find a reading activity, that assistant goes looking for sources it can read, trust, and reuse. The same is true for parents comparing tutoring services, schools evaluating software, and shoppers of every kind. The organizations that show up in those answers are the ones whose information is easy for an agent to find and understand.
That is an opportunity, not a threat. A few practical steps help any brand, educational or not:
- Publish clear, structured pages. Plain headings, factual descriptions, prices, and policies that an AI can quote without guessing.
- Meet agents in formats they already use. Just as teachers preferred a tool that worked in their existing documents, agents prefer clean HTML, schema.org markup, and machine-readable files like llms.txt.
- Make it easy to act. Visible contact, support, and refund details let an agent recommend you with confidence.
Agent-ready summary
{
"topic": "Teachers using AI to save time",
"date": "2026-11-11",
"findings": [
{"source": "Bett/YouGov 2026", "sample": "1,033 UK teachers", "ai_use": "8 in 10", "workload_eased": "51% of users", "typical_saving": "a little under 2 hours/week"},
{"source": "Walton Family Foundation/Gallup, Oct 14 2026", "sample": "1,952 US K-12 educators", "ai_use": "59%", "more_time_for_what_matters": "64% of users", "lost_time": "7%"},
{"source": "MyCl AI user survey, Oct 2026", "sample": "209 Korean teachers", "saved_1h_plus_weekly": "54.5%", "satisfaction": "8.02/10"}
],
"takeaway": "AI wins come from repetitive, well-defined tasks; brands win when agents can read and reuse their information.",
"cta": "https://robauto.ai/scan"
}Want to know how AI agents see your site? Scan your site free at robauto.ai/scan and get a clear list of what to fix so assistants can find, understand, and recommend you.
Sources
- Bett: AI in Education 2026: Working it out
- EdTech Innovation Hub: The state of AI in education 2026 (Nov 5, 2026)
- Gallup: Teachers Using AI Say It Frees Up Time for What Matters Most (Oct 14, 2026)
- Money Today: MyCl AI cuts teacher admin time (Nov 11, 2026)
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