A question thread
Subject, grade, points, answers, comments. One record that web and the apps share. Tomorrow’s student should land here instead of posting again.
The product is a homework Q&A community for school students. Someone stuck on a problem searches the archive. If a worked explanation already exists, they use it. If not, they post. Classmates, teachers, and subject specialists reply. Useful answers rise; a verified mark is stored on the thread, not only in a chat that disappears.
Copy and photographs on this page are original to Omnisense360. They describe the model we shipped. They are not taken from the client’s marketing pages, app store listing, or UI. The India site is built around board subjects (including CBSE) and book-level solutions, plus a phone app that can photograph an exercise.
It is not a school LMS and not a paid tuition marketplace first. It is a public library of homework threads. The student comes in stuck; the product’s job is to get them an explanation without creating the tenth copy of the same NCERT exercise.
Subject, grade, points, answers, comments. One record that web and the apps share. Tomorrow’s student should land here instead of posting again.
Worked steps tied to books students actually carry — board subjects plus exam-prep titles. Search by book, not only by free text.
Most students arrive on a phone. Photograph the exercise, land on a community thread, read a checked explanation. Same archive as the website.
People who answer (other students, teachers, volunteers) earn rank. Parents and schools have their own doors in. Written conduct rules matter: without a moderation queue, a homework site becomes an answer-key dump.
A first-time visitor should see the shape of a thread — question, subject, replies — before they create an account.
The library of old threads is the moat. Revenue is the right to skip ads and caps — and, at the top tier, a live specialist when the archive is not enough.
Anyone can search and join. Ads and a cap on how many full explanations you see keep the lights on. Points make answering a game so the library grows without paying every reply.
Subscription for students who hit the free wall mid-homework. Same community content — just not gated after the third click. This is the volume SKU.
Top plan includes the paid archive plus a monthly bag of live sessions with a vetted specialist (core science and maths, middle school through college). Chat, diagrams, follow-ups. A queue, not a named private teacher.
Camera OCR and an AI explainer sit on top of the community corpus. They should retrieve an existing verified answer when one exists — not hallucinate a fifth quadratic. That is why OpenSearch is in the stack, not only a chat model.
SQL LIKE on the title. Ten threads for the same exercise 8.3 Q4.
OpenSearch on the knowledge base. Suggest existing threads while they type.
Latest comment. Points as a toy. Experts drowned.
Votes + expert flag + moderation states. Green check is a field, not a sticker.
Web, Android, iOS each waiting on a different PHP shape.
React + Kotlin + Swift talk to the same GraphQL/Apollo gateway.
Web is React. API is a GraphQL / Apollo gateway on Node.js, still talking to existing PHP services. Mobile is native Kotlin and Swift with Apollo clients. Search is OpenSearch. Hosting and jobs sit on AWS.
That mix exists because a homework thread is a document (question, answers, votes, attachments, moderation) that three clients must read the same way — and because “similar question” is a search problem, not a JOIN.
Search, subjects, book solutions, join, thread — including a school computer.
Photo of the page, push when someone answers, live-help chat. Same operations as web.
Dedup homework. Scale the index. Gateway wraps PHP and Node data sources.
The quadratic posted at 19:00 is a search hit at 21:14, not thread number eleven.
Verified flag ships once on GraphQL. Web, Android, and iOS consume it.
Conduct rules are not a PDF in the footer. Report is a state machine. Ban is a user flag.
Search-first community, native apps, GraphQL, OpenSearch — this homework-Q&A shape.