When the sci-fi classic “Blade Runner” was released in 1982, it conjured a Los Angeles of 2019 whose steamy streets teem with flying cars and neon advertising.

Then came the curse: Many of the robust brands shown thriving in the cinematic future ran into financial troubles in the real world.

Next month, “Blade Runner” is back in a new film...