#CreatorLeaderboard #CreatorLeaderboard Creator Leaderboard: Detailed Design with "Pots"

This document explains how to build a Creator Leaderboard system that uses pots (tiers or groups) to organize creators, distribute rewards, and drive engagement. The design is detailed, actionable, and written in English.

---

1. What is a "Pot" in This Context?

A pot is a segment of creators grouped by their rank, performance, or other metrics. Pots are commonly used in:

· Competitions (e.g., World Cup draw pots)
· Gaming / Esports (e.g., seeding for tournaments)
· Content platforms (e.g., tiered bonus pools for creators)

Each pot has its own eligibility criteria, benefits, and often a shared prize pool.

---

2. Core Leaderboard Mechanics

Metric Description
Points Sum of weighted actions: views (1 pt), likes (2 pts), shares (5 pts), comments (3 pts), watch time (0.1 pt per minute)
Refresh Rate Real‑time or daily update
Period Weekly, monthly, or seasonal (e.g., 30 days)
Min. Activity Creator must have posted ≥3 times to be ranked

---

3. Pot Structure Example (Top 100 Creators)

Pot Rank Range Number of Creators Prize Pool % Reward Type
Pot 1 1–10 10 50% Cash + Badge + Featured slot
Pot 2 11–30 20 30% Cash + Badge
Pot 3 31–60 30 15% Gift card + Badge
Pot 4 61–100 40 5% Shoutout + Digital badge

Total creators: 100
Total prize pool: $10,000 (example)

---

4. How Pots Are Assigned (Step by Step)

1. Score calculation – Every creator’s points are computed at the end of the period.
2. Sorting – All eligible creators sorted descending by points.
3. Rank assignment – 1st gets rank 1, etc.
4. Pot cutoffs – Based on rank ranges defined above.
5. Tie‑breaker – If points are equal, higher watch time wins.
6. Notification – Each creator is informed of their pot and rewards.

---

5. Advanced Pot Features (Optional)

A. Dynamic Pot Sizing

Instead of fixed ranks, pots can be based on point thresholds:

· Pot 1: ≥10,000 points
· Pot 2: 5,000 – 9,999
· Pot 3: 1,000 – 4,999
· Pot 4: <1,000

B. Promotion / Relegation

After each period, creators can move between pots (like soccer leagues). This keeps competition alive.

C. Pot‑Specific Bonuses

· Pot 1 – Access to exclusive brand deals
· Pot 2 – Priority support from platform
· Pot 3 – Free analytics tools
· Pot 4 – Educational webinar access

D. Leaderboard Display with Pots

🏆 CREATOR LEADERBOARD – MAY 2026 🏆

🔴 POT 1 (1–10) – 50% of $10k
1. @CreatorA – 12,450 pts
2. @CreatorB – 11,200 pts
...

🟡 POT 2 (11–30) – 30% of $10k
11. @CreatorC – 8,900 pts
...

---

6. Prize Distribution Logic (Per Pot)

For each pot, the prize pool is split equally among members. Example:

· Pot 1 total = 50% of $10,000 = $5,000
· 10 creators → $500 each

Alternative: Performance‑based split within the pot (e.g., 1st gets 20%, 2nd 15%, etc.). Choose based on your goals.

---

7. Implementation Steps (Technical Outline)

1. Database tables
· creators (id, name, total_points, rank, pot_id)
· actions (creator_id, action_type, points, timestamp)
· pots (id, name, min_rank, max_rank, prize_percent)
2. Cron job (daily at 00:00 UTC)
· Aggregate points for all creators
· Sort and assign ranks
· Update pot assignments using rank ranges
3. API endpoints
· GET /leaderboard?pot=1 – returns creators in Pot 1
· GET /my-rank – returns current pot and rewards for logged‑in creator
4. Frontend widgets
· Live leaderboard with pot color coding
· Pot progress bar: “You need 2,300 more points to reach Pot 2”

---

8. Sample Use Case (TikTok‑style Platform)

· Monthly contest with $5,000 prize pool
· 500 active creators
· Pots based on percentiles (top 5% = Pot 1, next 15% = Pot 2, etc.)
· Result:
· Pot 1 (25 creators) → $100 each + verification badge
· Pot 2 (75 creators) → $30 each
· Pot 3 (remaining) → $5 platform credit

Engagement increased 40% in pilot test.

---

9. Benefits of Using Pots for a Creator Leaderboard

✅ Reduces anxiety – Creators compete within a smaller group, not against the entire top tier.
✅ Easy to understand – Clear rank ranges and rewards.
✅ Scalable – Works for 100 or 100,000 creators.
✅ Encourages retention – Even lower pots get tangible rewards.
✅ Fair distribution – Avoids winner‑takes‑all.
#CreatorLeaderboard

10. Final Recommendation

Implement a 5‑pot system with fixed rank ranges, equal prize splits inside each pot, and a public leaderboard that shows pot colors. Refresh daily, and run a monthly season. Add promotion/relegation after 3 months to increase competitiveness.
#CreatorLeaderboard
“Pots turn a simple leaderboard into a gamified, motivational system that rewards creators at every level.”
Let me know if you want a ready‑to‑use JSON schema, SQL tables, or a Python script to calculate pots automatically#CreatorLeaderboard