Cumulative distribution function of z_P1 magnitudes of the sources classified as candidate HzQs (red line) compared with the full PS1 photometric sample (black line). Our algorithm preferentially assigns higher HzQ priorities to sources that are brighter and securely detected in the z_P1 band, ensuring that the Lyα break resulting in higher i − z colours is securely constrained.