Nine times out of ten I ignore the AI's recommendations. It seems to be considering the unimproved land when it recommends a city site. It doesn't seem to favor riverside tiles for the health benefits and it seems to like settling on strategic resources. And it's recommendations tend to overlap heavily. (Good short term, poor long-term.)
The tenth time, I realise I overlooked something in considering my city site.