Doping the step edge of Ni(211) with Fe or Ru observably enhances CO dissociation. Rh doping is unfavorable for CO activation both kinetically and thermodynamically. Two neat linear relations are proposed besides the Brønsted–Evans–Polanyi relation. The differences of CO adsorption are rationalized via the Blyholder model.