The dynamic pricing applies from the start of advance ticket sales, and for Avanti West Coast (and LNER) that's not just from four weeks beforehand as you see on National Rail Enquiries (or less, for some weekend journeys potentially affected by amended engineering works) - go to the train company's own website and you can book weekday journeys to/from Preston now at the cheapest rate.