diff --git a/docs/gendoc.py b/docs/gendoc.py
index a37bbecb..509fe959 100644
--- a/docs/gendoc.py
+++ b/docs/gendoc.py
@@ -522,7 +522,7 @@ def handler(match: re.Match) -> Tuple[
             Optional[Replacement],
             Optional[Error],
     ]:
-        target = match.group(1)
+        target = match.group(2)
 
         if target.startswith("http"):
             return None, None
@@ -556,9 +556,13 @@ def handler(match: re.Match) -> Tuple[
                 f"broken link: {target} -> {md_file}",
             )
 
-        return None, None
+        return (
+            match.start(0),
+            match.end(0),
+            match.group(1) + f"({SITE_URL}{target})",
+        ), None
 
-    return handle_pattern(re.compile(r"\[[^]]+\]\(([^)]+)\)"), handler)
+    return handle_pattern(re.compile(r"(\[[^]]+\])\(([^)]+)\)"), handler)
 
 
 if __name__ == '__main__':