The most important metrics to monitor in your ad performance are conversion rate and cost per link click.
Why? It's simple...
Cost per click divided by conversion rate gives you your cost per acquisition. Your cost per acquisition determines how much profit you make. The lower the CPA (cost per acquisition), the better.