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What 1,408 English learners told us about practicing with an AI tutor
Across 1,408 onboarding surveys from English learners signing up for an AI tutor between July 2025 and May 2026, here is what they actually want to practice, how long, and why now. Real data from Elispeak.
Between July 2025 and May 2026, 1,408 people filled out the Elispeak onboarding survey before their first AI English conversation. They told us their level, target practice time, top three topics, and why they wanted to start now. The headline findings:
- 52.6% sit between B1 and B2 on a self-rated 1 to 7 scale (377 + 363 picked levels 3 and 4 respectively).
- 41.3% target 20 minutes per day of speaking practice, with 89.6% wanting somewhere in the 10 to 20 minute range.
- Daily routines and natural small talk are the most-picked topics, beating job interviews and exam prep.
- “Confidence” beats career and studies as the top motivator (26.7% vs 23.3% vs 21.1%).
- 64% of learners are under 35, and the largest single bucket is 18-24 (40.3%).
The full breakdown is below.
Methodology
Every Elispeak account starts with a short wizard: pick three topics you want to practice, set a daily target time, rate your current level, and tell us why now. We aggregate those answers across the 1,408 users who completed it between July 1, 2025 and May 3, 2026. No individual answers are exposed. Counts are absolute; percentages round to one decimal of the 1,408 in-survey total.
Self-rated level (1 to 7)
We asked each learner: where would you put your current English speaking level today? 1 means “I’m starting” and 7 means “near-native”.
| Level | Learners | Share |
|---|---|---|
| 3 | 377 | 26.8% |
| 4 | 363 | 25.8% |
| 2 | 235 | 16.7% |
| 1 | 180 | 12.8% |
| 5 | 177 | 12.6% |
| 6 | 44 | 3.1% |
| 7 | 32 | 2.3% |
The mass of incoming learners self-rate around the middle of the scale. Only 5.4% pick 6 or 7. The mode is level 3, the next most common is level 4, and the cumulative share for levels 1 to 4 is 82.1%.
Practical implication: an AI English tutor mostly serves the B1 to B2 zone of speakers who already have grammar and vocabulary, but freeze when they have to actually speak. That is exactly the band where AI conversation practice has the biggest measurable effect on fluency.
Practice-time target
How many minutes per day do you want to practice?
| Target | Learners | Share |
|---|---|---|
| 20 min/day | 581 | 41.3% |
| 10 min/day | 388 | 27.6% |
| 15 min/day | 291 | 20.7% |
| 5 min/day | 148 | 10.5% |
The single most popular target is 20 minutes per day. The median target is 15 minutes per day. Only 10.5% pick 5 minutes, which is interesting because a typical “habit-coach” recommendation for new daily habits is “start with 5 minutes”. Learners self-prescribe heavier practice doses than habit-coach advice would suggest.
Top topics learners want to practice
We asked: pick three topics you would want to talk about with your AI tutor.
| Topic | Picks | Share of all picks |
|---|---|---|
| Daily routines | 384 | 9.1% |
| Natural small talk | 325 | 7.7% |
| Travel | 291 | 6.9% |
| Learning languages (yes, talking about language learning) | 260 | 6.2% |
| Storytelling | 245 | 5.8% |
| Hobbies | 244 | 5.8% |
| Job interviews | 238 | 5.6% |
| Movies | 219 | 5.2% |
| Social media | 215 | 5.1% |
| Food and cooking | 215 | 5.1% |
| Idioms and slang | 213 | 5.0% |
| Making friends | 189 | 4.5% |
| Career storytelling | 189 | 4.5% |
| Weekend plans | 187 | 4.4% |
| Small talk (specifically) | 187 | 4.4% |
The headline: everyday conversation beats career-only practice. Daily routines, small talk, travel, hobbies, and food add up to roughly a third of all picks. Job interviews and career storytelling together account for about 10%. Most learners are not signing up to nail an interview. They are signing up to have something to say at a dinner table.
Why now
We asked: why are you starting now?
| Reason | Learners | Share |
|---|---|---|
| Confidence | 376 | 26.7% |
| Career | 328 | 23.3% |
| Studies | 297 | 21.1% |
| Travel | 231 | 16.4% |
| Relocation | 89 | 6.3% |
“Confidence” is the single most common reason, which is consistent with the topic mix above. Career and studies trail because they are external triggers; confidence is internal, and people who hit the wizard are typically people who decided “I am tired of freezing in English and I want to fix it now.”
Age
| Age bucket | Learners | Share |
|---|---|---|
| 18-24 | 567 | 40.3% |
| 25-34 | 331 | 23.5% |
| 45+ | 187 | 13.3% |
| 35-44 | 162 | 11.5% |
| 13-17 | 161 | 11.4% |
64% of learners are under 35. The 18-24 cohort is the largest single bucket at 40.3%.
What this means for AI English tutors
Three takeaways for anyone designing or choosing an AI English-speaking tool.
- Optimize for B1 to B2. Half of incoming learners self-rate at level 3 to 4. An AI tutor that only does beginner repetition or only does advanced essay critique will miss the median user.
- Lead with everyday topics, not exam prep. Daily routines and small talk are picked at almost twice the rate of job interviews. The “AI tutor for IELTS” angle is a niche; the bigger demand is “AI tutor for the next dinner party”.
- Twenty minutes is the daily-habit anchor. Most learners self-set a 20-minute target. AI tools that try to trickle out 5-minute lessons may actually under-serve user intent and lose the “I want to feel like I made progress today” feedback loop.
About this data
These are real onboarding survey answers from Elispeak users between July 2025 and May 2026 (1,408 records). We do not include individual responses, only aggregates. The wizard form is the same across the whole period; the topic and motivation lists have not changed during this window, so the comparisons across cohorts are like-for-like.
If you want to be one of the next 1,400, start with 15 free minutes and see where your level lands.