A review of georeferenced collection-site records for Caribbean shore-fishes served by major online distributors of aggregated biodiversity data found large-scale errors in over a third of the species and genera, in nearly two-thirds of the families. To avoid compromising the value of their services to the global science community online providers must actively address the question of data quality.
