Gyanmor Case Study: Building an AI Textbook Tutor Web App in Gujarati, Hindi and English

Gyanmor is a web app that turns one textbook into a living classroom: a page-flip reader, an AI tutor called Guru that answers from the exact pages the teacher marked, and quizzes and tests built on the same pages. It works in Gujarati, Hindi and English. This case study explains why a web app was the right format and what the product design gets right for students, parents and schools.

The challenge: homework help that knows your book

General AI tools explain anything, but a Class 8 student needs help with this chapter in this textbook, in the language they think in. Teachers need to know the explanation matches what they taught. The brief was an AI tutor grounded in the textbook itself, easy for a child to start and easy for a school to adopt.

Design decisions that mattered

1. Pages first, chat second

The product loop is three steps every school day. The teacher marks today's pages (or the student picks them when studying alone), Guru explains those pages, and the student practises with quizzes, tests and mistakes to fix drawn from the same pages. Because the context is the textbook, answers stay on-syllabus. The home screen makes this literal: today's pages from the teacher sit right on Home, and the reader has an "ask Guru about this page" button at the bottom.

2. A reader that feels like a book

Students can read in a page-flip reader, zoom into any page, resume where they stopped, or add their state's free textbook PDF. Keeping the original page in view builds trust: the student sees the source of the explanation, not just the answer.

3. Language first

The first screen asks for a language — Gujarati, Hindi or English — before anything else, and the interface, tutor and content follow that choice. For learners the tool that explains in their own language is the one they return to.

4. Easy sign-in for children and schools

Younger students rarely have email addresses. Gyanmor lets them sign in with a class code and a picture PIN, while learners under 18 need a parent's approval to create an account. Privacy is stated plainly: only essential cookies, no ads and no tracking.

5. Pricing that matches how schools buy

• Free: ₹0 — 4 Guru answers a day, books and practice papers.
• Lite, Plus and Premium for families — listed as opening soon, with nothing renewing automatically until then.
• Schools: from ₹399 per student per year, after a free 60-day pilot.

A free pilot lowers the risk for a principal, and a per-student price is simple to budget. Prices were correct when we wrote this; check gyanmor.com for current plans.

A restrained interactive hero

The landing page uses a layered scene — back, middle and front — that gives the classroom under the banyan tree depth as you move through it, with a sound toggle and a playful "Pull me" prompt. It adds character without hiding content: the headline and the call to action are real text, and the three-step explanation sits right below. That is the pattern we recommend for interactive sites generally.

What we would do next

• Add structured data (Organization, SoftwareApplication, FAQPage) and a descriptive title on the language-selection home so search engines see the product, not just a menu.
• Publish teacher and parent testimonials and learning outcomes once approved.
• Expand to more state boards as content is added.

Lessons for your own web app

1. 1.Ground AI in the user's own material. Context beats cleverness.
2. 2.Remove sign-in friction for your least technical user.
3. 3.Show prices, free limits and data practices openly.
4. 4.Choose the web when the first minute matters more than a home-screen icon.