diff --git a/server/libs/fusejs/index.js b/server/libs/fusejs/index.js
new file mode 100644
index 00000000..23d7f045
--- /dev/null
+++ b/server/libs/fusejs/index.js
@@ -0,0 +1,13 @@
+/**
+ * Source: https://github.com/krisk/Fuse/blob/main/dist/fuse.basic.min.js
+ */
+
+/**
+ * Fuse.js v7.1.0 - Lightweight fuzzy-search (http://fusejs.io)
+ *
+ * Copyright (c) 2025 Kiro Risk (http://kiro.me)
+ * All Rights Reserved. Apache Software License 2.0
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ */
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c=[];u.forEach((function(e,u){c.push.apply(c,a(t._findMatches({key:e,value:r[u],searcher:n})))})),c.length&&o.push({idx:i,item:r,matches:c})}})),o}},{key:"_findMatches",value:function(e){var t=e.key,n=e.value,r=e.searcher;if(!A(n))return[];var u=[];if(h(n))n.forEach((function(e){var n=e.v,i=e.i,o=e.n;if(A(n)){var a=r.searchIn(n),c=a.isMatch,s=a.score,h=a.indices;c&&u.push({score:s,key:t,value:n,idx:i,norm:o,indices:h})}}));else{var i=n.v,o=n.n,a=r.searchIn(i),c=a.isMatch,s=a.score,l=a.indices;c&&u.push({score:s,key:t,value:i,norm:o,indices:l})}return u}}]),e}();return $.version="7.1.0",$.createIndex=L,$.parseIndex=function(e){var t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},n=t.getFn,r=void 0===n?M.getFn:n,u=t.fieldNormWeight,i=void 0===u?M.fieldNormWeight:u,o=e.keys,a=e.records,c=new x({getFn:r,fieldNormWeight:i});return c.setKeys(o),c.setIndexRecords(a),c},$.config=M,$},"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define.amd?define(t):(e="undefined"!=typeof globalThis?globalThis:e||self).Fuse=t();
\ No newline at end of file
diff --git a/server/scanner/Scanner.js b/server/scanner/Scanner.js
index 1e2751ed..206068cc 100644
--- a/server/scanner/Scanner.js
+++ b/server/scanner/Scanner.js
@@ -370,7 +370,7 @@ class Scanner {
 
     let numEpisodesUpdated = 0
     for (const episode of episodesToQuickMatch) {
-      const episodeMatches = findMatchingEpisodesInFeed(feed, episode.title)
+      const episodeMatches = findMatchingEpisodesInFeed(feed, episode.title, 0.1)
       if (episodeMatches?.length) {
         const wasUpdated = await this.updateEpisodeWithMatch(episode, episodeMatches[0].episode, options)
         if (wasUpdated) numEpisodesUpdated++
diff --git a/server/utils/podcastUtils.js b/server/utils/podcastUtils.js
index 3a1df198..12469160 100644
--- a/server/utils/podcastUtils.js
+++ b/server/utils/podcastUtils.js
@@ -1,8 +1,9 @@
 const axios = require('axios')
 const ssrfFilter = require('ssrf-req-filter')
 const Logger = require('../Logger')
-const { xmlToJSON, levenshteinDistance, timestampToSeconds } = require('./index')
+const { xmlToJSON, timestampToSeconds } = require('./index')
 const htmlSanitizer = require('../utils/htmlSanitizer')
+const Fuse = require('../libs/fusejs')
 
 /**
  * @typedef RssPodcastChapter
@@ -407,7 +408,7 @@ module.exports.getPodcastFeed = (feedUrl, excludeEpisodeMetadata = false) => {
     })
 }
 
-// Return array of episodes ordered by closest match (Levenshtein distance of 6 or less)
+// Return array of episodes ordered by closest match using fuse.js
 module.exports.findMatchingEpisodes = async (feedUrl, searchTitle) => {
   const feed = await this.getPodcastFeed(feedUrl).catch(() => {
     return null
@@ -420,32 +421,29 @@ module.exports.findMatchingEpisodes = async (feedUrl, searchTitle) => {
  *
  * @param {RssPodcast} feed
  * @param {string} searchTitle
- * @returns {Array<{ episode: RssPodcastEpisode, levenshtein: number }>}
+ * @param {number} [threshold=0.4] - 0.0 for perfect match, 1.0 for match anything
+ * @returns {Array<{ episode: RssPodcastEpisode }>}
  */
-module.exports.findMatchingEpisodesInFeed = (feed, searchTitle) => {
-  searchTitle = searchTitle.toLowerCase().trim()
+module.exports.findMatchingEpisodesInFeed = (feed, searchTitle, threshold = 0.4) => {
   if (!feed?.episodes) {
     return null
   }
 
+  const fuseOptions = {
+    ignoreDiacritics: true,
+    threshold,
+    keys: [
+      { name: 'title', weight: 0.7 }, // prefer match in title
+      { name: 'subtitle', weight: 0.3 }
+    ]
+  }
+  const fuse = new Fuse(feed.episodes, fuseOptions)
+
   const matches = []
-  feed.episodes.forEach((ep) => {
-    if (!ep.title) return
-    const epTitle = ep.title.toLowerCase().trim()
-    if (epTitle === searchTitle) {
-      matches.push({
-        episode: ep,
-        levenshtein: 0
-      })
-    } else {
-      const levenshtein = levenshteinDistance(searchTitle, epTitle, true)
-      if (levenshtein <= 6 && epTitle.length > levenshtein) {
-        matches.push({
-          episode: ep,
-          levenshtein
-        })
-      }
-    }
+  fuse.search(searchTitle).forEach((match) => {
+    matches.push({
+      episode: match.item
+    })
   })
-  return matches.sort((a, b) => a.levenshtein - b.levenshtein)
+  return matches
 }