# Qualification Score

## Overview

Qualification is the process of assessing and validating submitted content based on predefined standards.&#x20;

## Criteria

EchoMarket employs two main qualification criteria:

* **Content Relevancy:** Ensuring the submitted content aligns with the campaign objectives.
* **Content Accuracy:** Ensuring the submitted content is factually correct.
* **Distributor Social Credit:** Evaluating the credibility and influence of the content distributor.
* **TBD**: Other qualification criteria can be added in future.

## **Methods of Assessment**

To ensure accurate and fair qualification, EchoMarket uses multiple assessment methods:

* **For Content Relevancy & Accuracy:**
  * **EchoMarket AI:** Proprietary AI models analyze content for alignment, quality, and factual correctness.
  * **Third-Party AI Models:** External AI-based scoring systems provide additional verification.
  * **Community Vote System:** A decentralized voting mechanism allows the community to validate content authenticity.
  * **Third-Party Scoring Systems:** Independent content rating providers offer additional assessments.
* **For Distributor Social Credit:**
  * **TweetScout Score:** Measures the credibility and engagement level of a distributor’s social media presence.
  * **EchoMarket Score:** Proprietary scoring system assessing a distributor's past performance and reliability within the EchoMarket ecosystem.
  * **Other Third-Party Scores:** Additional reputation metrics from external platforms may be integrated for a comprehensive assessment.

By leveraging AI-driven analysis, decentralized voting, and verified social credit scoring, EchoMarket ensures that only high-quality and impactful content is rewarded.

## Content Qualification Score&#x20;

This score is a number between 0 to 1 and to calculate the Content Qualification Score (QS), following formula is being used:

$$
QS = (qs\_1^{qi\_1}) \times (qs\_2^{qi\_2}) \times ... \times (qs\_n^{qi\_n})
$$

Where:

* qs1,  qs2, ... , and qsn are the individual content's score for each qualification criteria of campaign.

$$
0\<qs\_{1} , qs\_{2},...,qs\_{n}<1
$$

* qi1,  qi2, ... , and qin are the qualification importances corresponding to each criteria.

$$
qi\_{1} + qi\_{2}+...+qi\_{n}=1
$$
