Material varieties are not exactly illusions but reflections
The varieties are a manifestation of the energy of the Supreme Personality of Godhead. Thus because the energy is nondifferent from the Godhead, the varieties are also factual. The material varieties may be temporary, but they are not false. They are a reflection of the spiritual varieties.
Srimad Bhagavatam 4.1.56 purport