diff --git a/src/FilterLists.Agent/Features/Urls/BuildGitHubIssueBody.cs b/src/FilterLists.Agent/Features/Urls/BuildGitHubIssueBody.cs
index 0e3249b8c..1c34ac6ed 100644
--- a/src/FilterLists.Agent/Features/Urls/BuildGitHubIssueBody.cs
+++ b/src/FilterLists.Agent/Features/Urls/BuildGitHubIssueBody.cs
@@ -20,7 +20,7 @@ public Command(IEnumerable<DataFileUrlValidationResults> dataFileUrlValidationRe
         public class Handler : RequestHandler<Command, string>
         {
             private const string IssueHeader =
-                "<p>This issue is auto-generated by the [FilterLists.Agent](https://github.com/collinbarrett/FilterLists/tree/master/src/FilterLists.Agent). If it is still open at 9am UTC daily, it is updated around that time.</p><p>We rely on the help of the community to ensure that the FilterLists site data remains up-to-date. The URLs listed below have been automatically flagged and may [need to be updated](https://github.com/collinbarrett/FilterLists/tree/master/data). Please consider submitting a PR against this issue updating some or all of the URLs accordingly.</p><p>Thanks for your contributions!</p>";
+                "<p>This issue is auto-generated by the <a href=\"https://github.com/collinbarrett/FilterLists/tree/master/src/FilterLists.Agent\">FilterLists.Agent</a>. If it is still open at 9am UTC daily, it is updated around that time.</p><p>We rely on the help of the community to ensure that the FilterLists site data remains up-to-date. The URLs listed below have been automatically flagged and may <a href=\"https://github.com/collinbarrett/FilterLists/tree/master/data\">need to be updated</a>. Please consider submitting a PR against this issue updating some or all of the URLs accordingly.</p><p>Thanks for your contributions!</p>";
 
             protected override string Handle(Command request)
             {
@@ -32,7 +32,7 @@ protected override string Handle(Command request)
                     body.Append("<ul>");
                     foreach (var result in fileReults.Results)
                     {
-                        body.Append($"<li>[{result.Url.AbsolutePath}]({result.Url.AbsolutePath})");
+                        body.Append($"<li><a href=\"{result.Url.AbsoluteUri}\">{result.Url.AbsoluteUri}</a>");
                         body.Append("<ul>");
                         foreach (var message in result.Messages)
                             body.Append($"<li>{message}</li>");
diff --git a/src/FilterLists.Agent/Features/Urls/Models/ValidationResults/UrlValidationResult.cs b/src/FilterLists.Agent/Features/Urls/Models/ValidationResults/UrlValidationResult.cs
index 008a5d4c9..a80b85117 100644
--- a/src/FilterLists.Agent/Features/Urls/Models/ValidationResults/UrlValidationResult.cs
+++ b/src/FilterLists.Agent/Features/Urls/Models/ValidationResults/UrlValidationResult.cs
@@ -22,17 +22,17 @@ public bool IsValid()
 
         public void SetBroken()
         {
-            Messages.Add("The URL is broken and should maybe be fixed, replaced, or removed.");
+            Messages.Add("This URL is broken and should maybe be fixed, replaced, or removed.");
         }
 
         public void SetSupportsHttps()
         {
-            Messages.Add("The URL is set to `http` but can support and should probably be changed to `https`.");
+            Messages.Add("This URL is set to `http` but can support and should probably be changed to `https`.");
         }
 
         public void SetRedirectsTo(Uri uri)
         {
-            Messages.Add($"The URL redirects and should maybe be changed to `{uri}`.");
+            Messages.Add($"This URL redirects and should maybe be changed to \"{uri}\".");
         }
     }
 }
\ No newline at end of file