Before building anything, I wanted to understand how other tutoring platforms are solving (or not solving) this problem. The idea was to look at 3–4 existing platforms like UrbanPro, LearnPick, and SuperProf, and break down their core workflows — from tutor onboarding to class delivery.
This helped me see where ToppersGrade can actually stand out.
| Area | UrbanPro | SuperProf | LearnPick | ToppersGrade (Ours) |
|---|---|---|---|---|
| Tutor Onboarding | Anyone can list | CV + manual approval | Anyone can list | Demo + test + onboarding |
| Parent Matching | Parents post leads | Students browse | Parents post leads | AI + manual matching quiz |
| Demo Scheduling | Tutors coordinate | Manual via chat | Manual | We handle scheduling centrally |
| Class Execution | Off-platform | Off-platform | Off-platform | In-platform, live class |
| Payment Model | Parents pay tutors | Paid offline | Direct UPI | Platform pays weekly |
| Tutor Monitoring | None | None | None | Feedback + AI tracking |
| Contact Sharing | Full contact shared | Full contact shared | Full contact shared | No contact sharing (safe) |
| Student Protection | No refund policies | None | None | Refunds, SLAs, recordings |
| Business Model | Lead selling | Listing fee | Lead selling | Revenue-share per class |
| Automation Level | Very low | Low | Low | High (AI + ops layer) |
Most of these platforms are just directories, not actual tutoring solutions.
They're built like JustDial for education — tutors and parents are left to figure out everything after contact.
That creates friction: