Product, PWA, B2B Whitelabel, 2026
A whitelabel study system for SSC and Bank coaching institutes in tier 2 and tier 3 India. Built to help midsize institutes look more modern, track student performance, and bundle the product into admissions.
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SBI PO
113
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SBI Clerk
177
Days to go
IBPS Clerk
272
Days to go
IBPS PO
Market Insight
SHIFT. started from a simple market observation: in tier 2/3 India, a working app under the institute's own name makes that institute look more serious during admissions.
The product is not just a study tool. It is part of the institute's identity, sales pitch, and operating system. That is why SHIFT. is whitelabel instead of a single brand app. One institute onboarding can bring hundreds of students, and the institute gets something they can present as their own premium system.
The hero market is SSC and Bank coaching, where exam preparation is intense, recurring, and easy to track through daily behavior, mock tests, and long-term student data.
Product Strategy
Why PWA instead of a native app?
Many students use low storage phones and shared data plans. A PWA removes install friction, works better on low end devices, and lets a solo builder maintain one deployable product with instant updates.
Why whitelabel instead of one SHIFT. app?
Institutes do not want to promote a third party platform. They want their own branded app. Whitelabelling turns the product from a utility into an asset that improves perception, admissions, and local differentiation.
Why per student pricing with access codes?
Institute revenue scales with student count, so pricing should too. Access codes and single device binding protect that model by reducing sharing and revenue leakage while keeping pricing transparent.
Why direct pilots first?
This is a B2B2C product, so early adoption comes from direct sales and local relationships, not app stores or ads. A few pilot institutes create trust, visibility, and proof for the next wave of sales.
What's inside SHIFT.
Subject and chapter level tracking. Visual nested square motif pulses while studying. Daily and weekly stats accumulate automatically.
Daily, weekly and monthly decks with merge controls. Students can combine shorter decks into master revision sets, a feature that does not exist elsewhere at this level.
Section-wise scoring for prelims and mains. Full marks entry, right/wrong breakdown, and performance history across all attempts.
Weekly study hours ranked across the institute. Creates healthy competition and gives owners a live pulse on engagement without asking students anything.
Institute owners see all student mock scores, weekly and monthly study stats, and can post announcements that appear on every student's home screen.
Generated from the admin panel. Exportable PDF showing study hours, mock performance, and consistency. Built for parent meetings and admission conversations.
Business Model
SHIFT. is a B2B2C system. Institutes pay per student and usually bundle the cost into admissions instead of asking students to make a separate purchase. That lowers payment friction, improves adoption, and aligns pricing with enrolment growth.
Why this holds after adoption