Crafting ‘Live Quiz’ from scratch — a real-time, competitive trivia layer that turned passive study into appointment viewing

Overview

Byju’s is one of India’s largest K–12 learning platforms. Students already spent time on self-paced video and practice, but organic virality and repeat visits were harder to sustain outside exam seasons. Leadership asked for a net-new engagement mode that could feel native to Gen-Z media habits — fast, social, and competitive — without compromising trust in an education brand.

Live Quiz was that bet: scheduled real-time trivia sessions where learners competed on curriculum-aligned questions, saw leaderboards update live, and could invite friends. My role spanned discovery research, competitive teardowns, interaction design for every phase of a session, and close collaboration with PM and engineering on rollout and instrumentation.

Problem Statement

Traditional learn and assessment flows on mobile skewed solitary. Completion was decent for “Learn” formats, but assessment moments felt like chores — high stakes for the user without the short-loop rewards that mobile games and live trivia apps had normalized. We needed a pattern that preserved academic rigor while borrowing the tension, clarity, and shareability of live trivia.

In Depth Analysis

We audited where learners dropped off inside the app and compared day-zero completion for core “Learn” paths versus “Assessment” modules. Baseline analytics showed assessment-style surfaces underperforming on first-day completion even when the underlying concepts were identical — suggesting the issue was motivation and framing, not difficulty alone.

The pilot slot for Live Quiz — same cohort, same week — outperformed static tests on day-zero completion, which gave us permission to invest in productionizing the experience and folding it into onboarding touchpoints.

Key Research Insights

I ran a mix of moderated sessions with active users, diary prompts after school hours, and co-design workshops with tutors who ran group batches. Four themes consistently showed up:

1. Appointment time beats “open-ended study.” Students were far more likely to show up when a session had a fixed start time and a visible countdown — it turned studying into an event they could plan around.
2. Leaderboards work when the math feels fair. Transparency about how ranks were computed (and when ties were broken) mattered more than flashy animation. Ambiguity read as “rigged” and killed trust.
3. Social proof needs names, not just avatars. Seeing friends or classmates in the lobby increased join rates; anonymous blobs did not. We prioritized lightweight identity (first name + school cohort where allowed) over heavy profile creation.
4. Teachers wanted a safety valve. Tutors asked for the ability to spotlight “explain this” moments after a tricky question so the format stayed pedagogically defensible in parent conversations.

Competitive Analysis

We studied global live-trivia leaders and Indian skill-based trivia apps to extract interaction patterns that could port to a curriculum context — without importing casual-gaming visuals wholesale.

01

HQ Trivia

Popularity

• Pioneered appointment-style live shows; strong habit formation around fixed start times.
• Host personality + chat created a “broadcast” energy that made passive viewing acceptable before answering.

Referrals

• Extra lives and share-to-unlock mechanics drove organic invites at scale.

Game format

• Binary 10-second windows; single strike elimination raised stakes but also frustrated learners used to second chances.

Game rules

• Strict anti-cheating posture; limited retakes — instructive for trust, risky for an education use case where practice matters.

02

Loco

Popularity

• Regionalized hosts and Hindi / Hinglish commentary lowered the barrier for mass-market mobile users in India.

Game format

• Multiple mini-rounds and partial prizes kept engagement even when users missed early questions.
• More forgiving pacing — closer to what we needed for scaffolding difficult STEM items.

Metrics

Principles

While researching trivia and classroom assessment patterns, I pressure-tested three loops that needed to stay in balance for the experience to scale. Each maps to a product principle we used in crit and handoff.

Gamification Framework

To align stakeholders around why each mechanic existed — not just which iconography to Ship — I mapped Live Quiz to an Octalysis-style view: left-brain drives (ownership, accomplishment) versus right-brain drives (unpredictability, social influence). It helped legal and curriculum reviewers see that randomness lived in presentation order, not in whether answers were correct.

Octalysis framing used in workshops; final visual distilled into stakeholder-friendly language for non-design teams.