The staring point of reference, around Nov 2005 is perhaps too far back.
Make a line on top of the price, and RSI, from May to Dec 2007. There is divergence.
The latest line would be from Jan 2008 to present, underneath both price and RSI. You would not see divergence there.
A point to remember is do not look for divergence where it's not. If it doesn't jump out at at you, it's probably not divergence.