Use the official taxi line (flat rates: ~55€ to Right Bank, ~62€ to Left Bank from CDG). Avoid touts offering 'private cars'.
Roissybus to Opera (16€) is cheaper for solo travelers. RER B (12€) is fastest but luggage and pickpockets make it less comfortable.
Uber and Bolt work in Paris and are competitive with taxis.