diff --git a/Libraries/LibCompress/BrotliDictionary.cpp b/Libraries/LibCompress/BrotliDictionary.cpp
index 93f245dde60..b972cf855bf 100644
--- a/Libraries/LibCompress/BrotliDictionary.cpp
+++ b/Libraries/LibCompress/BrotliDictionary.cpp
@@ -17,16 +17,22 @@ asm(".const_data\n"
 asm(".section .data, \"\",@\n"
     ".global brotli_dictionary_data\n"
     "brotli_dictionary_data:\n");
-#else
+#elif !defined AK_OS_WINDOWS
 asm(".section .rodata\n"
     ".global brotli_dictionary_data\n"
     "brotli_dictionary_data:\n");
 #endif
-asm(".incbin \"" __FILE__ ".dict.bin\"\n"
-#if (!defined(AK_OS_WINDOWS) && !defined(AK_OS_EMSCRIPTEN))
-    ".previous\n");
+#ifdef AK_OS_WINDOWS
+const
+#    include <LibCompress/BrotliDictionary.dict.h>
+    ; // for clang-format
 #else
+asm(".incbin \"" __FILE__ ".dict.bin\"\n"
+#    if (!defined(AK_OS_WINDOWS) && !defined(AK_OS_EMSCRIPTEN))
+    ".previous\n");
+#    else
 );
+#    endif
 #endif
 
 namespace Compress {
diff --git a/Libraries/LibCompress/CMakeLists.txt b/Libraries/LibCompress/CMakeLists.txt
index e903a1ba5d8..fbaacc848e0 100644
--- a/Libraries/LibCompress/CMakeLists.txt
+++ b/Libraries/LibCompress/CMakeLists.txt
@@ -12,3 +12,20 @@ set(SOURCES
 
 serenity_lib(LibCompress compress)
 target_link_libraries(LibCompress PRIVATE LibCore LibCrypto)
+
+# FIXME: Get rid of this when #embed becomes available.
+# Assuming xxd is available because it is part of the official git distro for Windows.
+if (WIN32)
+    set(BINARY_FILE ${CMAKE_CURRENT_SOURCE_DIR}/BrotliDictionary.cpp.dict.bin)
+    set(HEADER_FILE ${CMAKE_CURRENT_BINARY_DIR}/BrotliDictionary.dict.h)
+
+    add_custom_command(
+        OUTPUT ${HEADER_FILE}
+        COMMAND xxd -i -n brotli_dictionary_data ${BINARY_FILE} ${HEADER_FILE}
+        DEPENDS ${BINARY_FILE}
+        COMMENT "Generating ${HEADER_FILE} from ${BINARY_FILE}"
+    )
+
+    add_custom_target(GenerateHeader ALL DEPENDS ${HEADER_FILE})
+    add_dependencies(LibCompress GenerateHeader)
+endif()