diff --git a/lsp-inline-completion.el b/lsp-inline-completion.el
index dcd181db812..d8cdde3d62d 100644
--- a/lsp-inline-completion.el
+++ b/lsp-inline-completion.el
@@ -31,6 +31,7 @@
 (require 'lsp-protocol)
 (require 'dash)
 (require 'cl-lib)
+(require 'fringe)
 
 (defun lsp-inline-completion--params (implicit &optional identifier position)
   "Returns a InlineCompletionParams instance"
@@ -69,7 +70,7 @@ InlineCompletionItem objects"
   (let ((map (make-sparse-keymap)))
     ;; accept
     (define-key map (kbd "C-<return>") #'lsp-inline-completion-accept)
-    (define-key map [mouse-1] #'lsp-inline-completion-accept)
+    (define-key map [mouse-1] #'kzk/lsp-inline-completion-accept-on-click)
     ;; navigate
     (define-key map (kbd "C-n") #'lsp-inline-completion-next)
     (define-key map (kbd "C-p") #'lsp-inline-completion-prev)
@@ -303,6 +304,18 @@ text range that was updated by the completion"
     ;; hooks
     (run-hook-with-args-until-failure 'lsp-inline-completion-accepted-hook text text-insert-start text-insert-end)))
 
+(defun kzk/lsp-inline-completion-accept-on-click (event)
+  (interactive "e")
+
+  (lsp-inline-completion-accept)
+  (-let (((col . row) (posn-actual-col-row (event-end event))))
+    (move-to-window-line row)
+    (beginning-of-line)
+    (forward-char (- col
+                     (line-number-display-width)
+                     (fringe-columns 'left)
+                     1))))
+
 (defun lsp-inline-completion-cancel ()
   "Close the suggestion overlay"
   (interactive)