What Claude (Anthropic) with web search answered for tutoring platforms (tutors) on 2026-10-19
Claude (Anthropic) with web search claude-opus-5 asked 2026-10-19
On 2026-10-19, Claude (Anthropic) with web search was asked "best tutoring platforms for tutors". It named 9 brands; the first six, in order, were Wyzant, Superprof, Outschool, Preply, Varsity Tutors and Tutor.com.
| Question | best tutoring platforms for tutors |
|---|---|
| Asked on | 2026-10-19 |
| Engine | Claude (Anthropic) with web search |
| Model | claude-opus-5 |
| Brands named | 9 |
| Sources cited | 9 |
| Audience | tutors |
| Coverage | Coverage: Claude (Anthropic) with web search. Other engines not included. |
| Last verified |
Coverage: Claude (Anthropic) with web search. Other engines not included.
The question asked, verbatim: best tutoring platforms for tutors
Brands named, in the order the engine gave
- Wyzant mentioned
Wyzant - the best US academic marketplace for serious money.
- Superprof mentioned
Superprof - lowest commission of the lot at ~10%, tutors set rates $20-$80/hr, works across many countries and in-person as well as online.
- Outschool mentioned
Outschool - if you can teach small groups rather than 1:1, this is the highest-leverage platform on the list.
- Preply mentioned
Preply - huge student volume, which is why it's here, but the worst economics: commission starts ~33% per new student and only decays to 18-22% after hundreds of hours, and Preply keeps 100% of every trial lesson.
- Varsity Tutors mentioned
Varsity Tutors - $15-$35/hr, they bring the students and handle matching.
- Tutor.com mentioned
Tutor.com - $12-$17/hr, on-demand queue with no calendar management.
- Cambly mentioned
Cambly - $10.20/hr ($12 Prime Time), ESL conversation, no lesson prep, log in whenever.
- Teachworks mentioned
Teachworks - best fit for a solo tutor or small practice going independent: ~$16.49/mo base plus per-lesson pricing, so costs scale with you.
- TutorCruncher mentioned
TutorCruncher - step up to this once you're subcontracting other tutors or running an agency;
What Claude (Anthropic) with web search answered about tutoring platforms for tutors on 2026-10-19: 9 brands named, 9 sources cited. This question is asked again on the nightly schedule and each new answer gets its own dated page.
Free brand monitors are closed for now. This record stays free to read and share at its permanent address.
Cited sources with a record here: blog.theinterviewguys.com, lilachbullock.com, sidehustles.com, capterra.com, teachngo.com. The owner of a cited domain can take an email for each new citation.
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Sources the engine cited
| Source | Type |
|---|---|
| blog.theinterviewguys.com | other |
| pensight.com | other |
| lilachbullock.com | other |
| sidehusl.com | other |
| sidehustles.com | other |
| teast.co | other |
| outschool.com | vendor |
| capterra.com | review |
| teachngo.com | other |
The answer, as recorded
# Best tutoring platforms for tutors The honest frame first: marketplaces are a customer-acquisition channel, not a career. They charge 10-35% and most of them own the client relationship. The best setup is usually **one or two marketplaces to fill your calendar + your own booking/invoicing stack for repeat clients**, migrating students over time. ## Marketplaces where you set your own rate (start here) 1. **Wyzant** - the best US academic marketplace for serious money. You set your rate (commonly $25-$60/hr academic, $50-$90/hr university-level), and the commission is 25% until you've earned $2,000, then drops to 20%. Front-loaded fee, no free trial lessons demanded - the fairest of the big US players. 2. **Superprof** - lowest commission of the lot at ~10%, tutors set rates $20-$80/hr, works across many countries and in-person as well as online. The catch: it's lead-gen more than a managed marketplace (you convert your own inquiries), and new tutors have to give the first lesson free until they hit "Super Tutor" status. 3. **italki** - if you teach languages, this is the one. A flat, transparent **15%**, no cut-grabbing on trial lessons, and "professional teacher" status supports $20-$60+/hr. Best commission-to-demand ratio in language tutoring. 4. **Outschool** - if you can teach small groups rather than 1:1, this is the highest-leverage platform on the list. You keep ~70%, but you're billing 5-10 kids per hour, so effective hourly blows past 1:1 rates. Good for anyone with a nichey, enthusiasm-driven subject. 5. **Preply** - huge student volume, which is why it's here, but the worst economics: commission starts ~33% per new student and only decays to 18-22% after hundreds of hours, and **Preply keeps 100% of every trial lesson**. Use it to bootstrap a roster, not to stay on. ## Employer-style platforms (steady work, low ceiling) 6. **Varsity Tutors** - $15-$35/hr, they bring the students and handle matching. Reasonable if you want zero marketing effort and don't need top rates. 7. **Tutor.com** - $12-$17/hr, on-demand queue with no calendar management. Genuinely good for filling dead hours; a bad primary income. 8. **Cambly** - $10.20/hr ($12 Prime Time), ESL conversation, no lesson prep, log in whenever. Floor-level pay; treat it as a fallback, not a plan. ## Run your own book (where the margin actually is) 9. **Teachworks** - best fit for a solo tutor or small practice going independent: ~$16.49/mo base plus per-lesson pricing, so costs scale with you. Scheduling, invoicing, payroll, progress notes. 10. **TutorCruncher** - step up to this once you're subcontracting other tutors or running an agency; stronger reporting and API, but overpriced for one person. **My recommendation if you're starting now:** Wyzant or italki (by subject) for inbound students, Outschool if you'll teach groups, and Teachworks the moment you have ~5 recurring clients - the fee you stop paying is pure raise. Sources: - [The Interview Guys - 10 Best Online Tutoring Jobs in 2026](https://blog.theinterviewguys.com/?p=11567) - [Pensight - How much does Preply actually cost tutors (2026 commission breakdown)](https://pensight.com/post/how-much-does-preply-actually-cost-tutors-2026-commission-breakdown) - [Lilach Bullock - Are online tutoring jobs legitimate? Pay breakdown](https://www.lilachbullock.com/are-online-tutoring-jobs-legitimate-pay/) - [SideHusl - Preply review](https://sidehusl.com/preply/) - [SideHustles - Superprof tutoring review](https://sidehustles.com/superprof-tutoring-review) - [Teast - Preply vs italki vs Cambly](https://teast.co/blog/preply-vs-italki-vs-cambly) - [Outschool - Teacher payment for Learning Pass subscription](https://outschool.com/pages/teacher-payment-for-outschool-learning-pass-subscription-1) - [Capterra - TutorCruncher vs Teachworks](https://www.capterra.com/compare/145838-233485/TutorCruncher-vs-Teachworks) - [TeachnGo - Best software for running a tutoring business in the US (2026)](https://www.teachngo.com/blog/best-tutoring-business-software-us)
Near this answer
The same question, recorded on other dates: 2026-10-18, 2026-10-16, 2026-10-14, 2026-10-11, 2026-10-09, 2026-10-06, 2026-10-03, 2026-10-01, 2026-09-29, 2026-09-27, 2026-09-25.
tutoring platforms, asked for other audiences: schools (asked 2026-10-19).
Other categories with a recorded answer: childcare management software, church management software, construction management software, dental practice software.
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Answer Watch records what one AI answer engine said on one date, nothing more. Each page names the engine and the model, carries the date the question was asked, and lists the brands that appeared in the answer in the order the engine gave them, with the sources it cited. It is a measurement, not a ranking, not a recommendation and not a claim about the world. Brands that did not appear in an answer are not named on any public page. Coverage: Claude (Anthropic) with web search. Other engines not included.
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