Placeholder Educator
@ed_one · Follow
Module 5 got 40 questions in a week. Re recorded it. Down to 6. The Mind told me where to look. Placeholder review.
9:14 PM · Placeholder
221ReplyCopy link
Read 15 repliesKnows your curriculum, module by module, with your examples
Answers the “what about my case” question the video could not. Bundle it with the course or charge by the minute.
Answer the specific case
In module 3 you said drop nulls. My dataset is 40 percent null. What now?
Do not drop. Forty percent is signal, not noise. Impute and add a missing flag, the way I did in the housing example.
Module 3, 14:20.
What about my dataset?
Find the confusing module
Questions by module, this week
Module 5: regularisation40
Module 3: cleaning12
Module 7: deployment9
Module 1: setup2
Which lesson needs re recording?
Remember each student
Back. I tried the imputation.
Good. Last week your validation loss was flat. Did the missing flag move it?
Paste the two numbers.
Where was I?
Asked in your community every single week
Answered once, in your words, before they are posted.
From “check the FAQ” to “ask me, I am right here”
Connect your course. Review the Mind. Give students the link.
Step 1
YouTube playlist, lesson PDFs, slide decks, workshop recordings, your blog.
Step 2
Ask the questions your community asks every week. Correct. Mark what to send to you.
Step 3
A link in every lesson. Students ask at 11 PM. You read the questions in the morning.
Connect the playlist, the PDFs, the slides, the recordings
LinkedIn
YouTube
X
Reddit
Medium
Website
PDF
Audio
Support that scales with enrolment, not with your evenings
Answer the specific case
Students bring their dataset, their draft, their situation. The Mind applies your lesson to it.
Cut support load
The repeat questions in your community get answered before they are posted.
Find the confusing module
Questions cluster. When module 5 gets 40 questions, you know what to re record.
Keep your voice
Same explanations, same examples, same tone as the lessons.
Remember each student
Follow ups reference what the student asked last week.
Earn beyond the sale
Bundle the Mind with the course, or charge per minute for tutoring after the course ends.
Built for a course, not a chatbot
The question a student did not ask this week is the reason they will not finish.
Training and attribution
/YouTube, PDFs, slides, audio, video, website. Module structure preserved.
/Answers link to the lesson and timestamp.
Boundaries and flags
/No answers to graded assignments if you say so.
/Questions the Mind could not answer, grouped by module.
Access, pricing, analytics
/Public link or [cohort restricted link].
/Free for enrolled students, per minute for everyone else.
/Questions per module, unanswered topics, active hours.
Educators already gave every student a tutor
Placeholder profiles. Real, KYC verified creators replace these before publish.
/Data science
A 12 module course and 300 students who all get stuck in module 5. Her Mind tutors at 11 PM with her examples.
Dr Meera Shah
Data science instructor
Placeholder. Replace with a real KYC verified creator.
/Writing
Students paste a paragraph and get his edit, in his method, with the lesson it came from.
Kabir Sen
Writing coach, course creator
Placeholder. Replace with a real KYC verified creator.
/Finance
Free for enrolled students. Per minute for alumni who come back a year later with a real portfolio.
Arjun Mehta
Personal finance educator
Placeholder. Replace with a real KYC verified creator.
What educators say
Placeholder Educator
@ed_two · Follow
Community support posts dropped by more than half. Students ask the Mind first. Placeholder review.
8:03 AM · Placeholder
84ReplyCopy link
Read 4 repliesPlaceholder Educator
@ed_three · Follow
Had to put graded assignments on the decline list myself. Once set, it held. Four stars for the manual step. Placeholder review.
2:37 PM · Placeholder
117ReplyCopy link
Read 7 repliesPlaceholder Educator
@ed_four · Follow
Every answer links to the lesson and the minute. Students trust it because they can check. Placeholder review.
11:29 AM · Placeholder
69ReplyCopy link
Read 3 repliesPlaceholder Educator
@ed_five · Follow
Alumni pay by the minute a year after the course. Revenue I did not plan for. Placeholder review.
6:55 PM · Placeholder
95ReplyCopy link
Read 5 repliesPlaceholder Educator
@ed_six · Follow
Added three lessons. Did nothing. They were in the Mind the next morning. Placeholder review.
4:12 PM · Placeholder
43ReplyCopy link
Read 1 repliesWhy educators choose a Mind over the tools they already have
| Saroya Mind | Community forum | Live office hours | Generic chatbot | |
|---|---|---|---|---|
| Knows your course | Yes | Yes | Yes | No |
| Answers in your voice | Yes | No | Yes | No |
| Any hour, any time zone | Yes | Slow | No | Yes |
| Applies lesson to student’s case | Yes | Sometimes | Yes | No |
| Shows you the confusing module | Yes | Manually | No | No |
| Remembers each student | Yes | No | Sometimes | No |
| Can be sold or bundled | Yes | No | Your time | No |
Questions educators ask before they start
Will it give students wrong answers?
It answers from your material and says when it does not know. You test it before students see it. Unanswered questions are flagged to you.
Will it replace my course?
No. It needs the course to exist. It answers the questions the lessons raise.
Can it help with graded assignments?
Only if you allow it. Put assignments on the decline list.
Can I restrict it to enrolled students?
[Cohort restricted links. Confirm before publish.]
Do I need to re train every time I add a lesson?
Connected sources sync. New videos are picked up.
What does it cost?
Basic free 30 days. Pro ₹499.99 a month, 50 sessions. Advance ₹999.99 a month, unlimited sessions, pricing control, analytics.
Which languages?
English, Spanish and French in the app.
Can I cancel?
Monthly. No contract.
Give every student the question they never got to ask.finish.raise.try.
30 days free. No card. Nothing goes live until you approve it.