diff --git a/CMakeLists.txt b/CMakeLists.txt
index db254b702..154edaeac 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -123,7 +123,9 @@ if(CMAKE_BUILD_TYPE MATCHES Release)
   endif (HAS_LTO_FLAG)
 endif()
 
+if (NOT WIN32)
 add_definitions(-DBOOST_TEST_DYN_LINK)
+endif()
 
 # Configuring compilers
 if("${CMAKE_CXX_COMPILER_ID}" STREQUAL "Clang")
diff --git a/appveyor.yml b/appveyor.yml
index a73873d09..6635c5117 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -41,6 +41,9 @@ build_script:
   - nmake tests
   - nmake benchmarks
   - if "%APPVEYOR_REPO_BRANCH%"=="develop" (7z a %P%/osrm_%Configuration%.zip *.exe *.pdb %P%/libs/bin/*.dll -tzip)
+  - set PATH=%PATH%;c:/projects/osrm/libs/bin
+  - cd c:/projects/osrm/build
+  - datastructure-tests.exe
 
 test: off