If maps and search and social all become highly competitive fields with multiple possible suppliers then we would assume that the profits of the suppliers will be competed away.
In fields where thousands of possibilities have to be examined, such as the search for genes that contribute to a particular disease, many seemingly meaningful results are bound to be wrong just by chance.