While large cities produce more total patents, small towns and rural counties frequently outperform on a per capita basis, especially where educational attainment is high or local institutions like universities contribute. When it comes to rural innovation, economic outcomes diverge sharply; strong ecosystems can yield outsized success, while weaker ones may fall far behind without