What makes a great cooking app?

In the headlong rush to turn everything into an app, we have created amazing apps (shazam is truly amazing) and ridiculous apps (won't name names). The publishers of cookbooks and chefs are among them.  Some publishers (S&S, my last publisher) are not entering the market; smaller more agile ones are (Chronicle, by chance publishing my [...]