If the Play Store has stopped serving the latest version to Android 6.0.1 devices, or if you are looking for a legacy version that runs smoother on older hardware, you will need to download the APK (Android Package Kit) directly. This is often the solution for users who receive the dreaded "incompatible" error.
To ensure you have the correct version for your device, follow these steps: download whatsapp for android 601 exclusive