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Week-four retention up 3.9x after rebuilding offline-first

Shule EdTech — Shule Learning

Before and after

Play Store rating
2.84.6
Install size
74MB22MB
Week-four retention
9%35%
Internet connection
RequiredOptional

The situation

Shule had 40,000 registered students and almost none of them still using the app by week two. The product assumed a stable connection and a modern handset. Their actual users had neither, and the 2.8 store rating said so plainly.

What we built

A rebuild around offline-first architecture: content packs download once over WiFi, all quizzing works without a connection, and progress syncs when the phone next sees a network.

A teacher and pupils in a Kenyan classroom

What it changed

  • Retention became viable, which made the subscription model work for the first time
  • Store rating recovery restored organic install growth that paid marketing had been propping up
  • Support tickets about crashes and loading fell away almost entirely
  • The smaller install size removed a real barrier for students on limited storage
They tested on the phones our students actually own. That one decision turned the whole product around.
Faith ChebetProduct Lead, Shule EdTech

Commercials

Investment
KES 2.6M over 12 weeks
Payback
Subscription retention gains covered the rebuild within 2 school terms
Delivery
12 weeks

Technology

  • Flutter
  • SQLite
  • Firebase
  • Node.js
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