How to get a C# azure service that uses ChromeDriver to work in an Azure Cloud Service

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I've written a C# Azure cloud service that uses Selenium.WebDriver.ChromeDriver but it doesn't work when I deploy it to Azure (Locally it runs fine - probably because I have Chrome installed). I deploy chromedriver.exe with my service but it fails because chrome.exe isn't found. I've tried deploying a copy of chrome.exe but that didn't work. I also tried adding the GoogleChrome nuget package but this also didn't work.

Anyone know a way to get a C# azure service that uses Selenium/Chromedriver to work?

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