# Raid Etiquette

One of Kitsune's primary objectives is to enhance engagement on posts with impactful replies, as non-generic replies contribute more to increasing the number of impressions a post might receive.&#x20;

Raiders who repeatedly post *spam-like* replies may be subject to X shadowbans, reducing the visibility of their posts for several weeks. Additionally, shadowbanned users are less likely to be eligible for R2E rewards.&#x20;

It is advised that group admins alert their communities on the importance of posting meaningful replies, avoiding the following:

* Single words, hashtags, or emojis
* Repeated/Copied text in multiple replies
* Repeated image replies
* Posting links
* Engaging with spam replies
* Anything that violates the [platform rules and policies ](https://help.x.com/en/rules-and-policies)

## An AI Solution&#x20;

<figure><img src="/files/q5ocR3W0IXvwt37NFYtl" alt="" width="250"><figcaption></figcaption></figure>

To encourage quality replies, Kitsune is currently developing a sentiment analysis tool to be integrated as a part of the Raid Suite. This tool will analyse replies a natural language processing (NLP) algorithm, to gauge the effectiveness of a reply. Raiders whose posts are deemed high-quality by the AI will receive higher R2E rewards.

<figure><img src="/files/jbBmjuIHMpj5xPkDvhO5" alt="" width="49"><figcaption></figcaption></figure>


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