As with all large-scale community resources, the full potential of the Connectivity Map will only be realized with time. Whether it proves most useful for elucidating small molecule mechanism of action, for providing functional readouts of genetic variants, or for generating new therapeutic hypotheses remains to be seen. Such emerging utility should guide the further expansion of a future CMap.