Ataenius luteomargo is a species of beetle of the family Scarabaeidae. It is found in Antigua, Barbados, Désirade, Dominican Republic, Guadeloupe, Jamaica, Les Saintes, Marie-Galante, Martinica, Montserrat, Panama, Puerto Rico, Saint Kitts and Nevis, Saint Lucia, Suriname and Venezuela.

Description Adults reach a length of about . They have a dark brown to piceous body, with the outer intervals and apex of the elytra yellowish to reddish yellow.

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