What Claude (Anthropic) with web search answered for tutoring platforms (tutors) on 2026-10-28

Claude (Anthropic) with web search claude-opus-5 asked 2026-10-28

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

1. Wyzant mentioned
   Wyzant - best default for US academic tutoring.
2. Outschool mentioned
   Outschool - best if you can teach kids in small groups.
3. Preply recommended
   Preply - best for volume and international students, worst commission structure.
4. Superprof recommended
   Superprof - best for low take rate, weakest for actual lead flow.
5. Varsity Tutors mentioned
   Varsity Tutors and Tutor.com - only if you want zero marketing effort.
6. Tutor.com mentioned
   Varsity Tutors and Tutor.com - only if you want zero marketing effort.
7. Cambly mentioned
   Cambly deserves a mention if you're an English conversation tutor - fixed hourly pay, no commission, no lesson prep, but low rates.

Sources the engine cited

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The answer, as recorded

Short version: the biggest decision isn't *which* platform, it's *which model*. Marketplaces (you set your rate, you market yourself, they take a cut) pay roughly 2-4× what agency-style platforms pay, because agency platforms set the rate and keep the spread. Here's who I'd actually name, in order: **1. Wyzant - best default for US academic tutoring.** You set your own rate (commonly $25-$60/hr, higher for test prep and specialized subjects), students find and contact you. Commission is ~25%, dropping to ~20% after you cross roughly $2,000 in earnings. The cleanest, most predictable take rate of the big marketplaces, and no mandatory free lessons. ([sidehusl](https://sidehusl.com/preply/), [logicaldollar](https://logicaldollar.com/?p=4037)) **2. Outschool - best if you can teach kids in small groups.** You're paid 70% of class price × number of enrolled learners, so a 6-student class at $20 each is $84/hr to you. The 30% cut is the highest headline number on this list, but group economics more than compensate - typical teachers report ~$40/hr and top sellers much more. Best fit if you have a packageable curriculum rather than generic homework help. ([Outschool support](https://support.outschool.com/en/articles/2382129-teacher-earnings-and-payments)) **3. Preply - best for volume and international students, worst commission structure.** Huge student flow, especially for languages. But the model is punishing early: commission starts around 33% per new student and only tiers down toward ~18-22% after hundreds of hours, and the first lesson with each new student is effectively free (100% commission). Good as a student-acquisition funnel, bad as a permanent home. ([sidehusl](https://sidehusl.com/preply/), [teast](https://teast.co/blog/preply-vs-italki-vs-cambly)) **4. italki - the language-specific alternative to Preply.** Historically the low-commission option at a flat 15%; teacher-community reporting now puts single lessons nearer ~21%, with lower rates on prepaid packages and ~30% on group lessons, plus a small rebate for retention. Treat the exact number as approximate - it's community-sourced, not a published policy page I could verify - but it's still generally better than Preply's entry tier, and no forced free trial. ([Pensight](https://pensight.com/post/italki-commission-teachers), [teast](https://teast.co/blog/preply-vs-italki-vs-cambly)) **5. Superprof - best for low take rate, weakest for actual lead flow.** Essentially a directory: you list, students contact you, and commission runs ~10-20% depending on country (reportedly 0% in some markets like India). The catch is it's lead-gen, not a managed marketplace - volume depends entirely on your profile ranking, and new tutors owe a free first lesson until they hit "Super Tutor." ([Superprof](https://www.superprof.com.au/blog/charges-payments-superprof), [sidehusl](https://sidehusl.com/superprof-international-marketplace-for-students-tutors/)) **6. Varsity Tutors and Tutor.com - only if you want zero marketing effort.** Steady assigned work, no profile-building, no client acquisition. The tradeoff is stark: Varsity Tutors pays tutors roughly $15-$20/hr while billing families $70-$100+, and Tutor.com runs about $12-$20/hr. Tutor.com's school and military contracts do mean genuinely reliable hours. Fine as a floor or supplement; a bad ceiling. ([sidehusl](https://sidehusl.com/varsity-tutors/), [prepmaven](https://prepmaven.com/blog/test-prep/varsity-tutors-review/)) **Cambly** deserves a mention if you're an English conversation tutor - fixed hourly pay, no commission, no lesson prep, but low rates. It's the lowest-effort, lowest-return option here. The strategy I'd actually suggest: use Wyzant or Preply to acquire your first 10-15 students, then move the recurring ones to your own booking-and-payment setup once the platform's job is done. Note that most of these platforms' terms prohibit soliciting clients off-platform, so this generally only works cleanly for students who've completed their engagement or who find you independently. Your margin improves from ~70% to ~97%, and the real asset you're building is the client list, not the profile.

Near this answer

The same question, recorded on other dates: 2026-10-26, 2026-10-23, 2026-10-21, 2026-10-19, 2026-10-18, 2026-10-16, 2026-10-14, 2026-10-11, 2026-10-09, 2026-10-06, 2026-10-03.

tutoring platforms, asked for other audiences: schools (asked 2026-10-28).

Other categories with a recorded answer: childcare management software, church management software, construction management software, dental practice software.

Play this answer: which brand was named first?

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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.