🧬 Community Buy Data

KOL Community Analysis

Used to detect and evaluate wallets that act in sync with a specific KOL. Measures how tightly a wallet mirrors the KOL's entries, exits, and token preferences.

Community Detection

Kaizen identifies a KOL's on-chain community by monitoring which wallets buy within a specific time window after each KOL call. Each time a token is called, wallet behavior is recorded and patterns are tracked across multiple calls.

The system maps out a follower cluster that likely receives alpha or signal directly/indirectly from the KOL.

Buy Power Logic

Each detected follower wallet is scored for buy power:

• Wallet liquidity (Solana/stables/ETH holdings)

• Max deployable capital per trade

• % allocated to KOL tokens

We calculate:

• Avg buy power per follower

• Cumulative buy power of the KOL community

• Active vs passive capital

Follower Score System (for each wallet)

Each follower wallet receives a 0–100 score based on:

• Timing accuracy

• Entry consistency

• Capital commitment

• Exit alignment

• Sniper behavior penalties

• Behavioral overlap

This score powers:

• KOL influence metrics

• Strategy Builder filters (e.g. min follower score)

• Community trustworthiness insight

Wallet Classification (Whale, Shark, Fresh Wallets, etc.)

Wallets are classified based on:

• Balance (sol, eth, stables)

• % of token supply held

• Wallet age and activity

Classes include:

• Whale (high capital, wide exposure)

• Shark/Dolphin (mid-tier)

• Fresh Wallet (new wallet, possibly sniper or bot)

• Fish/Shrimp (retail size traders)Measures how tightly a wallet mirrors the KOL's entries, exits, and token preferences.

• Community Detection

• Buy Power Logic

• Follower Score System

• Wallet Classification (Whale, Shark, Fresh Wallets, etc.)

• Community Detection

• Buy Power Logic

• Follower Score System