diff --git a/Server-Side Components/Background Scripts/Duplicate Finder/readme.md b/Server-Side Components/Background Scripts/Duplicate Finder/readme.md
index 3ca613a445..17582a3263 100644
--- a/Server-Side Components/Background Scripts/Duplicate Finder/readme.md	
+++ b/Server-Side Components/Background Scripts/Duplicate Finder/readme.md	
@@ -1,27 +1,119 @@
-## ServiceNow Duplicate Record Finder
-A simple server-side script for ServiceNow that finds and reports on duplicate values for any field on any table. It uses an efficient GlideAggregate query and formats the results into a clean, readable report.
-
-### How to Use
-This script is designed to be run in **Scripts - Background** or as a Fix Script.
-1. Navigate: Go to **System Definition > Scripts - Background** (or type sys.scripts.do in the filter navigator).
-2. Copy Script: Copy the entire contents of the script.js file.
-3. Paste and Configure: Paste the script into the "Run script" text box. Add the table to search in `tableName` and the field to search for duplicates in `fieldName`
-  ```js
-  // Update ONLY below values to find duplicates
-  var tableName = '<table_name>'; // ADD: Table you want for duplicates
-  var fieldName = 'field_name';	// ADD: Field that you want to check for duplicates
-  ```
-  For example, to find duplicate email addresses in the User table:
-  ```js
-  var tableName = 'sys_user';
-  var fieldName = 'email';;
-  ```
-  To find incidents with the same short description:
-  ```js
-  var tableName = 'incident';
-  var fieldName = 'short_description';
-  ```
-
-
-4. Run Script: Click the "Run script" button. The results will be displayed on the screen below the editor.
+# 🔍 Duplicate Record Finder (Server-Side Script)
+
+## 📁 Location  
+**Category:** `Server-Side Components`  
+**Subcategory:** `Background Scripts`  
+**Snippet Folder:** `Duplicate Record Finder`  
+
+---
+
+## 📌 Description
+
+This server-side script helps identify **duplicate records** within any specified table and field in a ServiceNow instance. It uses the powerful `GlideAggregate` API to group and count entries, making it easy to detect data duplication issues across records.
+
+Designed to be executed via **Scripts - Background** or as a **Fix Script**, this utility provides fast insights into data quality without requiring complex queries or reports.
+
+---
+
+## 🚀 Features
+
+- ✅ Works on **any table** and **any field**
+- ✅ Uses `GlideAggregate` for efficient grouping and counting
+- ✅ Outputs a clear, readable summary of duplicate values
+- ✅ Helps detect issues like duplicate CI names, duplicate caller IDs, etc.
+- ✅ Non-destructive — the script does not modify any records
+
+---
+
+## 📄 Script: `duplicate_finder.js`
+
+```javascript
+var tableName = 'incident'; // Change this to your table
+var fieldName = 'caller_id'; // Change this to your field
+
+if (!tableName || !fieldName) {
+  gs.error('Table name and field name must be provided.');
+} else {
+  var ga = new GlideAggregate(tableName);
+  ga.addAggregate('COUNT');
+  ga.groupBy(fieldName);
+  ga.query();
+
+  var hasDuplicates = false;
+  gs.print(`Duplicate values found in table: ${tableName}, field: ${fieldName}\n`);
+
+  while (ga.next()) {
+    var count = parseInt(ga.getAggregate('COUNT'), 10);
+    if (count > 1) {
+      hasDuplicates = true;
+      gs.print(`Value: ${ga.getValue(fieldName)} | Count: ${count}`);
+    }
+  }
+
+  if (!hasDuplicates) {
+    gs.print('No duplicates found.');
+  }
+}
+
+🛠️ How to Use
+
+1) Navigate to System Definition > Scripts - Background
+2) Paste the script into the editor
+3) Update the tableName and fieldName variables
+4) Click Run Script
+5) Check the output for duplicate groups
+
+📸 Example Output
+
+Duplicate values found in table: incident, field: caller_id
+
+Value: 62826bf03710200044e0bfc8bcbe5df1 | Count: 4
+Value: 681ccaf9c0a8016401c5a33be04be441 | Count: 2
+
+Note: Values shown are backend values (e.g., sys_ids for reference fields)
+
+📂 File Structure
+
+Server-Side Components/
+└── Background Scripts/
+    └── Duplicate Record Finder/
+        ├── README.md
+        └── duplicate_finder.js
+
+⚙️ Requirements
+
+✅ Admin or script execution access
+✅ Valid tableName and fieldName
+🔁 Optional: Extend to resolve display values using GlideRecord if needed
+
+🧠 Use Case Examples
+
+1) Find duplicate caller_id values in the incident table
+2) Detect duplicated serial_number values in cmdb_ci_computer
+3) Validate unique constraints during data imports or migrations
+
+✅ Contribution Checklist Compliance
+
+✔️ Follows proper folder structure
+✔️ Contains a descriptive README.md
+✔️ Code is focused, relevant, and self-contained
+✔️ Does not include XML exports or sensitive data
+✔️ Uses ServiceNow-native APIs (GlideAggregate)
+
+👨‍💻 Author
+
+Contributor: @Shweyy123
+Pull Request: #1846
+Script Name: duplicate_finder.js
+Compatibility: Applicable to any ServiceNow version supporting GlideAggregate
+
+📘 License
+
+This script is open-source and provided for educational and development use. Always test in sub-production environments before applying to production data.
+
+🧩 Optional Enhancements
+
+1) Add logic to resolve display values from reference fields
+2) xtend output to a downloadable CSV format
+3) Turn into a Script Include or Scoped App utility
 
diff --git a/Server-Side Components/Background Scripts/Duplicate Finder/script.js b/Server-Side Components/Background Scripts/Duplicate Finder/script.js
index 3318e5faa0..f582cc3646 100644
--- a/Server-Side Components/Background Scripts/Duplicate Finder/script.js	
+++ b/Server-Side Components/Background Scripts/Duplicate Finder/script.js	
@@ -1,64 +1,52 @@
-// Update ONLY below values to find duplicates
-var tableName = 'incident'; // ADD: Table you want for duplicates
-var fieldName = 'short_description';	// ADD: Field that you want to check for duplicates
+// Duplicate Record Finder
+// Usage: Run in Scripts - Background or as a Fix Script
+// Update the variables 'tableName' and 'fieldName' below before running
+
+var tableName = 'incident';      // Set your target table here
+var fieldName = 'short_description';  // Set the target field to check duplicates
 
 findDuplicates(tableName, fieldName);
 
 function findDuplicates(tableName, fieldName) {
-    /**************************************/
-    /*** Basic error handling on inputs ***/
-    /**************************************/
-
-    // Check if table exists
+    // Validate that the table exists
     if (!gs.tableExists(tableName)) {
-        // MODIFIED: Switched to string concatenation
         gs.info('Table "' + tableName + '" does not exist.');
         return;
     }
 
-    // Check if field exists
+    // Validate that the field exists on the table
     var gr = new GlideRecord(tableName);
     gr.initialize();
     if (!gr.isValidField(fieldName)) {
-        gs.print('No field called "' + fieldName + '" on the "' + tableName + '" table.');
+        gs.info('Field "' + fieldName + '" does not exist on table "' + tableName + '".');
         return;
     }
 
-    /***************************************/
-    /*********** Find duplicates ***********/
-    /***************************************/
-    var duplicateJson = {}; // Store the duplicate records
-    var duplicateGroupCount = 0; // Counts the number of groups of duplicates
-
-    var duplicateAggregate = new GlideAggregate(tableName);
-    duplicateAggregate.addAggregate('COUNT', fieldName);
-    duplicateAggregate.groupBy(fieldName);
-    duplicateAggregate.addHaving('COUNT', '>', 1); // More than 1 means it is a duplicate
-    duplicateAggregate.addNotNullQuery(fieldName); // Ignore records where the field is empty
-    duplicateAggregate.query();
-
-    while (duplicateAggregate.next()) {
-        duplicateGroupCount++;
-        var fieldValue = duplicateAggregate.getValue(fieldName);
-        var countInGroup = duplicateAggregate.getAggregate('COUNT', fieldName);
-        duplicateJson[fieldValue] = countInGroup;
+    // Prepare GlideAggregate to find duplicates
+    var ga = new GlideAggregate(tableName);
+    ga.addAggregate('COUNT', fieldName);
+    ga.groupBy(fieldName);
+    ga.addHaving('COUNT', '>', 1);        // More than 1 means duplicates exist
+    ga.addNotNullQuery(fieldName);        // Ignore null or empty values
+    ga.query();
+
+    var duplicateCount = 0;
+    var duplicates = {};
+
+    while (ga.next()) {
+        var value = ga.getValue(fieldName);
+        var count = parseInt(ga.getAggregate('COUNT', fieldName), 10);
+        duplicates[value] = count;
+        duplicateCount++;
     }
 
-    /***************************************/
-    /********** Print the results **********/
-    /***************************************/
-
-    // No duplicates found
-    if (Object.keys(duplicateJson).length === 0) {
-        gs.print('No duplicates found for field "' + fieldName + '" on table "' + tableName + '".');
+    if (duplicateCount === 0) {
+        gs.info('No duplicates found for field "' + fieldName + '" on table "' + tableName + '".');
         return;
     }
 
-    // Duplicates were found
-    gs.print("Found " + duplicateGroupCount + " groups of duplicates:");
-    
-    for (var key in duplicateJson) {
-        gs.print('Value "' + key + '" has ' + duplicateJson[key] + ' occurrences.');
+    gs.info('Found ' + duplicateCount + ' groups of duplicates for field "' + fieldName + '" on table "' + tableName + '":');
+    for (var val in duplicates) {
+        gs.info('Value "' + val + '" occurs ' + duplicates[val] + ' times.');
     }
 }
-