A model of the effects of web advertising visual design (WAVD) is proposed.
Structural equation model (SEM) is adopted to test the model.
WAVD positively influences online purchase intention via attitudinal effects.
Gender moderates the effect of WAVD on consumers' attitudes and purchase intention.