diff --git a/apps/labrinth/src/util/webhook.rs b/apps/labrinth/src/util/webhook.rs
index 7b0db26a3..88eaa1d6f 100644
--- a/apps/labrinth/src/util/webhook.rs
+++ b/apps/labrinth/src/util/webhook.rs
@@ -45,7 +45,6 @@ async fn get_webhook_metadata(
     project_id: ProjectId,
     pool: &PgPool,
     redis: &RedisPool,
-    emoji: bool,
 ) -> Result<Option<WebhookMetadata>, ApiError> {
     let project = crate::database::models::project_item::DBProject::get_id(
         project_id.into(),
@@ -159,56 +158,13 @@ async fn get_webhook_metadata(
             categories_formatted: project
                 .categories
                 .into_iter()
-                .map(|mut x| format!("{}{x}", x.remove(0).to_uppercase()))
-                .collect::<Vec<_>>(),
+                .map(format_category_or_loader)
+                .collect(),
             loaders_formatted: project
                 .inner
                 .loaders
                 .into_iter()
-                .map(|loader| {
-                    let mut x = if &*loader == "datapack" {
-                        "Data Pack".to_string()
-                    } else if &*loader == "mrpack" {
-                        "Modpack".to_string()
-                    } else {
-                        loader.clone()
-                    };
-
-                    if emoji {
-                        let emoji_id: i64 = match &*loader {
-                            "bukkit" => 1049793345481883689,
-                            "bungeecord" => 1049793347067314220,
-                            "canvas" => 1107352170656968795,
-                            "datapack" => 1057895494652788866,
-                            "fabric" => 1049793348719890532,
-                            "folia" => 1107348745571537018,
-                            "forge" => 1049793350498275358,
-                            "iris" => 1107352171743281173,
-                            "liteloader" => 1049793351630733333,
-                            "minecraft" => 1049793352964526100,
-                            "modloader" => 1049793353962762382,
-                            "neoforge" => 1140437823783190679,
-                            "optifine" => 1107352174415052901,
-                            "paper" => 1049793355598540810,
-                            "purpur" => 1140436034505674762,
-                            "quilt" => 1049793857681887342,
-                            "rift" => 1049793359373414502,
-                            "spigot" => 1049793413886779413,
-                            "sponge" => 1049793416969605231,
-                            "vanilla" => 1107350794178678855,
-                            "velocity" => 1049793419108700170,
-                            "waterfall" => 1049793420937412638,
-                            _ => 1049805243866681424,
-                        };
-
-                        format!(
-                            "<:{loader}:{emoji_id}> {}{x}",
-                            x.remove(0).to_uppercase()
-                        )
-                    } else {
-                        format!("{}{x}", x.remove(0).to_uppercase())
-                    }
-                })
+                .map(format_category_or_loader)
                 .collect(),
             versions_formatted: formatted_game_versions,
             gallery_image: project
@@ -229,7 +185,7 @@ pub async fn send_slack_webhook(
     webhook_url: String,
     message: Option<String>,
 ) -> Result<(), ApiError> {
-    let metadata = get_webhook_metadata(project_id, pool, redis, false).await?;
+    let metadata = get_webhook_metadata(project_id, pool, redis).await?;
 
     if let Some(metadata) = metadata {
         let mut blocks = vec![];
@@ -400,7 +356,7 @@ pub async fn send_discord_webhook(
     webhook_url: String,
     message: Option<String>,
 ) -> Result<(), ApiError> {
-    let metadata = get_webhook_metadata(project_id, pool, redis, true).await?;
+    let metadata = get_webhook_metadata(project_id, pool, redis).await?;
 
     if let Some(project) = metadata {
         let mut fields = vec![];
@@ -619,3 +575,35 @@ fn get_gv_range(
 
     output
 }
+
+// Converted from knossos
+// See: packages/utils/utils.ts
+// https://github.com/modrinth/code/blob/47af459f24e541a844b42b1c8427af6a7b86381e/packages/utils/utils.ts#L147-L196
+fn format_category_or_loader(mut x: String) -> String {
+    match &*x {
+        "modloader" => "Risugami's ModLoader".to_string(),
+        "bungeecord" => "BungeeCord".to_string(),
+        "liteloader" => "LiteLoader".to_string(),
+        "neoforge" => "NeoForge".to_string(),
+        "game-mechanics" => "Game Mechanics".to_string(),
+        "worldgen" => "World Generation".to_string(),
+        "core-shaders" => "Core Shaders".to_string(),
+        "gui" => "GUI".to_string(),
+        "8x-" => "8x or lower".to_string(),
+        "512x+" => "512x or higher".to_string(),
+        "kitchen-sink" => "Kitchen Sink".to_string(),
+        "path-tracing" => "Path Tracing".to_string(),
+        "pbr" => "PBR".to_string(),
+        "datapack" => "Data Pack".to_string(),
+        "colored-lighting" => "Colored Lighting".to_string(),
+        "optifine" => "OptiFine".to_string(),
+        "bta-babric" => "BTA (Babric)".to_string(),
+        "legacy-fabric" => "Legacy Fabric".to_string(),
+        "java-agent" => "Java Agent".to_string(),
+        "nilloader" => "NilLoader".to_string(),
+        "mrpack" => "Modpack".to_string(),
+        "minecraft" => "Resource Pack".to_string(),
+        "vanilla" => "Vanilla Shader".to_string(),
+        _ => format!("{}{x}", x.remove(0).to_uppercase()),
+    }
+}