
3
Surfaces
Mobile · Web · Admin
Phases 0–8
Shipped
Foundations → monetization
5
League Tiers
Rookie → Legends
0×
Follower bias
Never in Fair Launch rank
Platform Features
Fair discovery, not follower power.
Fair Launch Engine
Every approved video gets a real first audience. Ranking uses engagement rate, watch completion, and exploration — never follower count.
Arenas
Themed competitions with transparent leaderboards, blind first-round voting, and league eligibility — prize pools and sponsor-funded cash when enabled.
Duels
Head-to-head matchups with blind vote UI, league-gated challenges, auto-matchmaking, and live VS bars — winner credits league record automatically.
Scout Mode
Discover rising creators early with daily Scout Credits, milestone rewards, accuracy tracking, and anti-abuse detection — coins never buy scout credits.
Creator Leagues
Five tiers — Rookie through Legends — with transparent league points from arena wins, duel wins, and quality score. Auto promotion and demotion with history.
AI Coach & Studio
8-dimension video analysis, retention curves, improvement tracking, and a unified create flow on mobile and web — GPT-4o or Claude with heuristic fallback.
Creator Journey
Upload. Get seen. Compete. Climb.
Create
Record or upload 9:16 clips (5–60s). Pick cover frame, caption, category. FFmpeg compose worker for effects on production.
Fair Launch
Approved videos enter exploration with guaranteed first impressions. For You, Rising, Local, and Following surfaces — rank never uses follower count.
Compete
Enter themed Arenas or launch league-gated Duels. Blind voting, live tallies, and auto-matchmaking keep competition fair.
Grow
Climb Rookie → Legends via wins and quality. Scouts discover early creators; Smart Notifications surface milestones and coach insights.
Creator Leagues
Five tiers. Transparent points.
League points combine arena wins, duel wins, and quality score — published promotion thresholds with auto promote/demote and full membership history.
League Points
100 × arena wins + 40 × duel wins
− 10 × duel losses + quality score
Follower count is never used.
Rookie
Starting tier for new creators
Rising
Breaking through with consistent quality
Pro
Established competitors in Arenas and Duels
Elite
Top-tier creators with proven track record
Legends
Highest league — arena and duel dominance
Feed Surfaces
Four ways to discover — one fair ranker.
For You
Fair Launch ranker with light personalization — category affinity, skip suppression, duel/arena injection.
Rising
Velocity-based surface highlighting clips gaining engagement fastest.
Local
IP-inferred country filter with global backfill when thin.
Following
Chronological feed from creators you follow.
Monetization
Creator earnings without pay-to-win mechanics.
Coins, backings, arena prizes, and Creator Fund scaffolding — all feature-flagged from Admin. Vyralik Coins never purchase votes, rank, or scout credits.
Coin packs
Vyralik Coins
Purchase-only viewer wallet via Stripe Checkout. Spend on creator backing — never on votes, rank, or scout credits.
Creator support
Backers
Viewer backing packages with thank-you messages, Growth Pass credits, Support Wall, and Early Backer badges. 80/20 creator split with payout hold.
Cash prizes
Arena Prizes
Admin-set prize pools with winner-take-all or top-3 splits. Sponsor-funded cash, review queue, and creator payout flow in Studio.
Flag-gated
Creator Fund
Feature-flagged RPM-based earnings scaffold alongside arena credits. All monetization toggles live in Admin Control Center.
Platform Operations
Fairness, moderation, and platform ops — built in.
Fairness metrics, moderation, arena ops, monetization flags, and VOS observability — RBAC-scoped for every staff role.
Fairness Dashboard
Exploration share, new-creator reach, top-10% concentration index, and live algorithm tuning — follower count still never an input.
Trust & Safety
Reports, appeals, sybil controls, scout abuse queue, disposable-email blocklist, and immutable audit logs.
Arena & Duel Ops
Full lifecycle management, auto-match controls, prize pool review, and category CRUD.
Monetization Flags
Toggle coins, backers, creator fund, arena prizes, and payout execution from one panel.
VOS Observability
Server errors, request traces, client events, and notification analytics in the Control Center.
RBAC Staff Roles
Moderator, Trust & Safety, Creator Success, Analytics, Arena Manager, Admin — scoped nav and API guards.

Vyralik is live — fair discovery for every creator.
Scout rising talent, compete in Arenas and Duels, and grow from zero — without follower count deciding your reach.