A creator led live sports engagement system designed to keep people coming back through the
match, through predictions, creator interaction, competition, and deeper modes for users who want more.
This broadens
participation without forcing one audience type to define the product.
📉
Signal
Retention drops after round lock. Zero product reason to stay active mid-match.
⚠️
Gap
One decision spike. The rest is dead time with no product lever to pull.
🎯
Opportunity
Today traffic rises and falls with the match. This gives us a way to pull people back
during quieter phases, including users who would otherwise drift away after round lock.
The Problem
One Decision, Then Silence
After round lock, only already-committed users have a reason to stay. Everyone else becomes a
passive spectator with no reason to return.
The mid-match dead zone is the core retention leak. Today we have no product lever to pull
users back. Target curve = engagement driven by live decision
moments across every phase.
Root Cause
The Decision Density Problem
Today we ask for one high commitment decision up front and offer very little after that. The fix
is to create simpler ways to join during the match, with deeper modes for users who want them.
Current State
Create fantasy team
Lock roster
Passive viewing (~45 min)
Check final score
→
Future State
Create fantasy team
Live predictions every phase
Instant rewards + leaderboard shifts
Second innings return
Clutch end game plays
Rank summary → next match
Engagement Timeline
Full-Match Decision Architecture
Each phase has a target behavior, a hook, and specific mechanics — no dead zones.
Pre-Match
Commit
"Set up my edge"
Match entry + prediction setup
Full-match fantasyMatch winnerToss call
Powerplay
Participate
"Energy is high — I'm in"
Fast predictions, quick payoffs
Boundary callWicket callRuns band
Middle Overs
Return
"Drifting — give me a reason"
Boosted multiplier pulls back
Beat the crowdTriviaMomentum
Innings Break
Re-enter
"Reset, second half play"
Return layer for the second half
2nd half predictionsReset boardCreator Q&A
2nd Innings
Compete
"New game. Fresh stakes."
Chase-specific mechanics
Chase probSession callPartnership
Death Overs
Lock In
"Every ball matters"
Max risk, max reward
Clutch callsRisk stakeComeback
Post Match
Come Back
"How did I do?"
Rank reveal + next match hooks
Rank revealNear winRecap
Persistent Across Match
Friends RivalryCreator Audience RankCross Match Streaks
Why Creators Win With This System
Games don't sit beside the creator stream. They pull users back into it.
Spotlight RivalriesCall out leaderboard shifts, stir friendly
competition between viewers
Set ChallengesCreator-specific challenges their audience
plays
Drive ReturnsEnergy drops → creator triggers game → users come
back
Broaden EntrySimple games give casual viewers a way to join without
knowledge barriers
Convert to Watch
TimeRank + leaderboard movement live inside the stream — every trigger is a
re-open.
Game Engine
What Activates When
Each phase has calibrated games matching user energy.
Phase
Anchor Game
Quick Plays
Reward
Pre-Match
Full-Match Fantasy
TossTop ScorerWinner
Deferred
Powerplay
PP Score Predict
BoundaryWicketRuns
Instant
Mid Overs
Beat the Crowd
TriviaMomentumStreak
Instant + Streak
Inn. Break
2nd Inn Fantasy
Creator Q&AAnalysis
Re-entry Hook
2nd Innings
Chase Strategy
PartnershipSessionProbability
Instant + Ladder
Death / Final
Clutch Predictions
Risk StakingComebackScript
High Multiplier
Post-Match
Rank Reveal
Near-WinNext MatchRecap
LB + Badges
Demand Shaping
We can influence when people come back
Timed games, friction control, and multiplier boosts pull users back during low attention phases.
This matters because it creates reasons to return for users who would otherwise never come back after round
lock.
Hold LongerCreator reacts, next game window opens.
This is not only an engagement system. It also gives us a way to bring people back into
the stream at moments we choose.
How Multipliers Steer Traffic
Phase
Traffic
Game Type
Multiplier
Effect
Powerplay
High
Medium-skill prediction
Normal (1×)
Ride existing energy
Middle Overs
Low
Low-friction quick play
2× boost
Pull users back
Innings Break
Medium
2nd innings entry mode
Return bonus
Restart session
Death Overs
High
Clutch prediction
High risk
Max stakes + watch time
Why this converts to watch minutes: Leaderboard movement lives inside
the stream. Users return for a game, check rank, stay because the creator is reacting and the next window is
opening.
Game Taxonomy
Built for Multiple Fan Depths
Three depth bands let casual viewers, social fans, and users who want deeper play coexist in one
system. All mechanics stay anchored to the live match.
The Match Attention Test
If the user can answer without watching, the game fails.
🎯
PredictCall what happens next
🔍
InterpretRead the match state
📊
AnalyzeEvaluate performance
♟️
StrategizeMake tactical calls
Not a second screen. Designed to make the primary screen, the match, more engaging. No
standalone casual games during live matches.
Sports First Guardrails
Enhanced sports viewing, not a fantasy dashboard with video attached.
Timed Overlays, Not ClutterGames appear in natural action
breaks. No persistent overlays.
Match Resolvable OnlyIf it can exist outside the match, it does
not belong.
Fantasy = Anchor, Not EverythingFantasy commits. Live games add
density. Sports hold it together.
Cadence: high intensity prompts in action windows, lighter touch in quiet phases. Games
punctuate the stream, not dominate it.
Quick Entry · Low Friction
Tap to play. No knowledge needed.
Match winner calliWho wins? Pure prediction,
zero analysis.Toss winneri50/50 guess before the coin flip.Boundary
next overi4 or 6 next over? Yes or no.Wicket next overiWicket in the next over? Quick
yes/no.Over runs bandiRuns above or below threshold (e.g. 7)?Batter survives overiCurrent batsman not-out
through next over?
PP score bandiScore range for the powerplay
(35-45, 46-55, 56+).Dot or boundaryiNext ball: dot or boundary? Fastest possible
prediction.Yes/no event callsiBinary calls on upcoming events. Fastest game type.Momentum voteiWhich team has momentum? Community
sentiment.Captain of momentiWho is performing best right now? Live updating vote.Emoji reactionsiReact to live moments. Most
popular wins community points.
Match Reading · Active Viewing
Requires reading the game.
Top scorer predictioniPick who scores most.
Requires reading form + pitch.Beat the crowdiBeat the majority consensus. Contrarian thinking
rewarded.Over outcome bucketsiPredict exact outcome category for an over.Player vs playeriHead-to-head: which player
performs better next phase?Chase probabilityiCall chase win %. Closer guess = more points.Streak predictioniConsecutive correct calls for
escalating bonuses.
Top wicket takeriMost wickets. Requires
bowling analysis.PP score predictioniExact powerplay score in a tight range.Death overs scoreiRuns in final 5 overs. High
variance.Next wicket typeiCaught, bowled, LBW, run out?Milestone
predictionsiWill this batsman reach 50?
100?Partnership breakiHow many runs before the partnership breaks?Safe vs boldiConservative or aggressive outcome?
Bold pays more.Multi outcome forecastiMultiple outcomes for one over. Combos
multiply.Session winneriWhich team wins the next session? Phase level call.Momentum shiftiWhen does momentum shift? Timing
matters.2nd innings squad modeiFresh team for the chase. Second chance.Performance boostersiEarn boosters from
predictions, multiply team points.Conditional
predictionsiIf X happens, predict Y. Chained
logic.Accuracy laddersiClimb by maintaining accuracy. Fall on misses.Phase performanceiWhich team wins a specific
phase (PP, mid, death)?
Strategic Depth · Expert Play
Multi variable decisions for users who want deeper play.
Confidence-weightediAssign confidence levels.
Higher = higher stakes both ways.Contrarian callsiGo against consensus. Huge bonus if right.Scenario clutchiGiven a scenario — predict full
outcome sequence.Portfolio setsiBundle predictions. Overall accuracy = payout.Full-match fantasyiBest XI. Highest skill ceiling,
highest reward.Live probabilityiSet your own win probability. Closest wins.
Skill streak laddersiExpert accuracy across
matches. Rank = status + exclusives.2nd innings
rebuildiRebuild team for chase with 1st innings
data.Rank-order outcomesiRank 3-5 players by performance. Exact order = max.Rapid-fire triviaiExpert knowledge under time
pressure.Captain optimizationiCaptain/VC pick for max points given context.What changes nowiAfter key event — what changes
tactically?Predict next 3 oversiPredict outcome sequence across 3 overs.Risk/reward stakingiStake points on
high-confidence calls. Double or lose.Comeback
strategyiPredict exact comeback path. Multi-step
game.Match scriptiPredict overall match narrative arc.Differential picksiUnique selections earn
differential bonuses.Fantasy rescueiEarn rescue subs through prediction
accuracy.Expert-only roundsiLocked behind skill thresholds. Premium prizes.Creator battlesiBeat the creator's picks = max
bragging rights.
Economics
Reward Architecture
Two reward loops, five scoring principles, sustainable prize structure. The system is designed so
lower-commitment users can engage meaningfully without entering deeper strategy modes first.
⚡ Instant Rewards
Awarded immediately after outcome. Short loops drive re-engagement.
Reallocate reward value intelligently, not increase it. Fantasy cash stays intact. Live rewards skew
toward coins, boosters, status. Same budget does four jobs: entry, return, retention, replay intent.
Scoring Principles
🎯
Difficulty Pays
Clutch death-over call pays 3–5× a simple poll.
📉
Grinding Has Limits
Same low-skill game = diminishing returns.
⏱️
Timing Matters
High-stakes moments carry moment multipliers.
🏅
Competition Scales
More participants = higher competition multiplier.
✅
Outcome Sharpness
Tighter bands (exact score) earn bonuses.
Score = Base × Competition × Repetition × Outcome × Moment Exact weights tuned through live testing.
Prize Distribution
Instant
Per Game
→
Phase
PP / Mid / Death
→
Match
Full Match
→
Percentile
Top 25% + Near-Win
Types
CashCoinsBoostersTicketsBadgesStatus
Rules
Beyond top 3. Near-wins trigger "so close"
hooks. Coins primary, cash scarce, status infinite.
Competitive Integrity
Competitive Integrity Must Hold
Deeper strategic play should remain credible and protected even as the system broadens to support
lighter and more social participation.
Contribution Weighting
Deeper strategic performance dominates every cash-prize leaderboard.
Cash prize credibility remains anchored to deeper strategic performance. Live games increase
engagement, but do not override merit.
Strategic 60%
Prediction 25%
Other 15%
Strategic Performance — dominant, cash-eligible
Prediction Skill — secondary, skill-weighted
Other Participation — tertiary, capped
Strategic Leaderboard
Pure strategic performance, including fantasy-based play.
Cash prizes here.
Engagement Leaderboard
Blended score. Coins, boosters, status. Strategic play still
dominates.
Leaderboard Architecture
Layered Competition
Global is aspirational. Friends + creator boards are the real retention drivers, especially for
users not motivated by deeper strategy alone.
🌍 Global
Platform-wide. Top percentiles earn prestige.
Aspiration
🇮🇳 Regional
Geo-filtered. Approachable scale.
Identity
👥 Friends
Losing to a friend is the strongest return trigger.
Rivalry — Highest Retention
🎙️ Creator Audience
In-group identity drives creator-level retention.
Belonging
⚡ Match Phase
Resets every phase. Late joiners stay competitive.
Momentum
🎯 Game-Specific
Niche mastery: "best at clutch predictions."
Mastery
User Journey
How One Fan Returns 6 Times in a Match
Repeated return behavior across a single match.
Pre
Joins the match
Prediction or strategy mode
PP
Quick calls
Boundary/wicket → coins
Mid
Returns for trivia
Beat crowd + board check
Break
Re-enters for 2nd half
Fresh predictions + Q&A
2nd Inn
Chase calls
Session + partnership
Death
Clutch plays
Risk staking → max mult.
Post
Rank reveal
Near-win → next match
Rollout Plan
Phased Delivery
Core loop first. Complexity only after validating lift.
Trivia content pipeline. 500+ match-relevant questions per format.
Phase 3 — Mastery
~10 weeks post P2
Advanced skill games
Creator audience boards
Richer prizes + rivalry systems
Key Risk
Skill-weight balance vs. casual alienation. Requires live tuning.
Success Criteria
How We Measure This
Directional hypotheses. All measured against current baselines.
Primary
Mid-Match Retention
Middle-overs active users vs. baseline.
Primary
2nd Innings Return
1st-innings users who come back. Currently ~zero.
Primary
Stream Watch Minutes
Game triggers → measurable watch-time lift.
Primary
Broader Audience Participation
Share of users engaging in live mechanics without entering deeper strategy first.
Secondary
Decisions / Match
From 1 to 8–12+ per active user.
Health
Competitive Integrity
Top strategic performers still top the money board.
Health
Economy Health
Reward velocity within sustainable bounds.
Vision
From one high-commitment pre-match moment to a full-match engagement system — where casual
viewers, creator-led communities, and deeper strategic players can all find reasons to return.
Dream11 · Full-Match Engagement System · Internal Product Review