Interesting hypothesis. I looked it up in Wilkinson and Pickett, The Spirit Level.
The authors provide cross-sectional data across 23 rich nations, showing a strong positive correlation (r~=0.70) between income inequality (Gini coefficient) and advertising expenditure as a percentage of GDP.
They attribute it to increased status competition & anxiety in more unequal societies, leading to pressure to consume more.