diff --git a/reflex/utils/exec.py b/reflex/utils/exec.py
index 60ea2c901cd..5f917a5c877 100644
--- a/reflex/utils/exec.py
+++ b/reflex/utils/exec.py
@@ -23,6 +23,7 @@
 from reflex.environment import environment
 from reflex.utils import console, path_ops
 from reflex.utils.decorator import once
+from reflex.utils.misc import get_module_path
 from reflex.utils.prerequisites import get_web_dir
 
 # For uvicorn windows bug fix (#2335)
@@ -323,15 +324,12 @@ def get_app_file() -> Path:
     if current_working_dir not in sys.path:
         # Add the current working directory to sys.path
         sys.path.insert(0, current_working_dir)
-    module_spec = importlib.util.find_spec(get_app_module())
-    if module_spec is None:
-        msg = f"Module {get_app_module()} not found. Make sure the module is installed."
+    app_module = get_app_module()
+    module_path = get_module_path(app_module)
+    if module_path is None:
+        msg = f"Module {app_module} not found. Make sure the module is installed."
         raise ImportError(msg)
-    file_name = module_spec.origin
-    if file_name is None:
-        msg = f"Module {get_app_module()} not found. Make sure the module is installed."
-        raise ImportError(msg)
-    return Path(file_name).resolve()
+    return module_path
 
 
 def get_app_instance_from_file() -> str:
@@ -396,8 +394,10 @@ def get_reload_paths() -> Sequence[Path]:
     """
     config = get_config()
     reload_paths = [Path.cwd()]
-    if (spec := importlib.util.find_spec(config.module)) is not None and spec.origin:
-        module_path = Path(spec.origin).resolve().parent
+    app_module = config.module
+    module_path = get_module_path(app_module)
+    if module_path is not None:
+        module_path = module_path.parent
 
         while module_path.parent.name and _has_child_file(module_path, "__init__.py"):
             if _has_child_file(module_path, "rxconfig.py"):
diff --git a/reflex/utils/misc.py b/reflex/utils/misc.py
index ee03ba6f1b4..bff6f5cc87c 100644
--- a/reflex/utils/misc.py
+++ b/reflex/utils/misc.py
@@ -9,6 +9,46 @@
 from typing import Any
 
 
+def get_module_path(module_name: str) -> Path | None:
+    """Check if a module exists and return its path.
+
+    This function searches for a module by navigating through the module hierarchy
+    in each path of sys.path, checking for both .py files and packages with __init__.py.
+
+    Args:
+        module_name: The name of the module to search for (e.g., "package.submodule").
+
+    Returns:
+        The path to the module file if found, None otherwise.
+    """
+    parts = module_name.split(".")
+
+    # Check each path in sys.path
+    for path in sys.path:
+        current_path = Path(path)
+
+        # Navigate through the module hierarchy
+        for i, part in enumerate(parts):
+            potential_file = current_path / (part + ".py")
+            potential_dir = current_path / part
+            potential_init = current_path / part / "__init__.py"
+
+            if potential_file.is_file():
+                # We encountered a file, but we can't continue deeper
+                if i == len(parts) - 1:
+                    return potential_file
+                return None  # Can't continue deeper
+            if potential_dir.is_dir() and potential_init.is_file():
+                # It's a package, so we can continue deeper
+                current_path = potential_dir
+            else:
+                break  # Path doesn't exist, break out of the loop
+        else:
+            return current_path / "__init__.py"  # Made it through all parts
+
+    return None
+
+
 async def run_in_thread(func: Callable) -> Any:
     """Run a function in a separate thread.
 
diff --git a/reflex/utils/prerequisites.py b/reflex/utils/prerequisites.py
index ca290f0ed12..de150fcf46a 100644
--- a/reflex/utils/prerequisites.py
+++ b/reflex/utils/prerequisites.py
@@ -40,6 +40,7 @@
 from reflex.environment import environment
 from reflex.utils import console, net, path_ops, processes, redir
 from reflex.utils.exceptions import SystemPackageMissingError
+from reflex.utils.misc import get_module_path
 from reflex.utils.registry import get_npm_registry
 
 if typing.TYPE_CHECKING:
@@ -348,14 +349,11 @@ def _check_app_name(config: Config):
         )
         raise RuntimeError(msg)
 
-    from reflex.utils.misc import with_cwd_in_syspath
+    from reflex.utils.misc import get_module_path, with_cwd_in_syspath
 
     with with_cwd_in_syspath():
-        try:
-            mod_spec = importlib.util.find_spec(config.module)
-        except ModuleNotFoundError:
-            mod_spec = None
-        if mod_spec is None:
+        module_path = get_module_path(config.module)
+        if module_path is None:
             msg = f"Module {config.module} not found. "
             if config.app_module_import is not None:
                 msg += f"Ensure app_module_import='{config.app_module_import}' in rxconfig.py matches your folder structure."
@@ -740,14 +738,11 @@ def rename_app(new_app_name: str, loglevel: constants.LogLevel):
     sys.path.insert(0, str(Path.cwd()))
 
     config = get_config()
-    module_path = importlib.util.find_spec(config.module)
+    module_path = get_module_path(config.module)
     if module_path is None:
         console.error(f"Could not find module {config.module}.")
         raise click.exceptions.Exit(1)
 
-    if not module_path.origin:
-        console.error(f"Could not find origin for module {config.module}.")
-        raise click.exceptions.Exit(1)
     console.info(f"Renaming app directory to {new_app_name}.")
     process_directory(
         Path.cwd(),
@@ -756,7 +751,7 @@ def rename_app(new_app_name: str, loglevel: constants.LogLevel):
         exclude_dirs=[constants.Dirs.WEB, constants.Dirs.APP_ASSETS],
     )
 
-    rename_path_up_tree(Path(module_path.origin), config.app_name, new_app_name)
+    rename_path_up_tree(module_path, config.app_name, new_app_name)
 
     console.success(f"App directory renamed to [bold]{new_app_name}[/bold].")