A color filter substrate, a display panel and a display device are provided. The color filter substrate includes: a base substrate; a black matrix on a side of the base substrate; an insulation layer on a side of the black matrix away from the base substrate; and a touch routing line between the black matrix and the insulation layer, wherein an orthogonal projection of the black matrix on the base substrate covers an orthogonal projection of the touch routing line on the base substrate.