> ## Documentation Index
> Fetch the complete documentation index at: https://docs.openkol.net/llms.txt
> Use this file to discover all available pages before exploring further.

# KOL Profile Scoring

> Aggregate call history into a single KOL score and tier.

KOL profile scoring aggregates a creator’s call history into a single **0–100** profile score plus a tier (S–D).

The goal: **separate one-hit wonders from consistent performers.**

***

## Overview (0–100)

A KOL’s profile score is built from five components:

* **Performance (0–40)**
* **Risk (0–20)**
* **Track record (0–20)**
* **Influence (0–10)**
* **Legitimacy (0–10)**

This mix is intentional:

* performance matters most
* risk and consistency matter almost as much
* influence and legitimacy help contextualize the profile

***

## Component details

### Performance (0–40)

Measures outcomes across calls, using call scores as the raw material.

Typical signals include:

* average overall score
* distribution of medals / strong calls vs weak calls
* consistency across multiple calls

### Risk (0–20)

Penalizes “prints but nukes followers” patterns.

Typical signals include:

* drawdown behavior after calls
* frequency of low-scoring calls
* “red rate” patterns (many weak outcomes)

### Track record (0–20)

Rewards reliability over time.

Typical signals include:

* number of tracked calls (sample size)
* recency and sustained activity

### Influence (0–10)

Adds light context without letting audience size dominate.

Typical signals include:

* reach proxies (e.g., follower size bands)
* repeat visibility / distribution patterns

> Influence is intentionally capped to avoid a “bigger account always wins” outcome.

### Legitimacy (0–10)

Adds basic credibility / sanity checks, such as:

* account age
* follower-to-following ratio
* verification status (where applicable)

***

## Tier mapping

* **S:** 85+
* **A:** 70+
* **B:** 55+
* **C:** 40+
* **D:** below 40

***

## How to use profile tiers (fast)

* **S / A:** generally reliable signal (still check the latest calls)
* **B:** mixed; can have good calls but needs scrutiny
* **C / D:** high variance / low reliability; treat as entertainment until proven otherwise

***

## Why it matters

A KOL with one great call should not outrank a consistent performer.

Profile scoring combines performance, risk, activity, and legitimacy so:

* consistent performers rise over time
* high-risk patterns become visible
* followers have a faster way to choose who deserves attention