STUDY: DOES TOPICAL FOCUS MAKE YOUR BRAND MORE VISIBLE?

Summary from the TLDR Marketing newsletter

Owning a topic helps AI search recommend your brand, but broad content only works when you build deep authority in each category instead of spreading shallow coverage. The study found brands earned citations in 50% of distant categories but mentions in only 25%, which suggests AI will cite broad expertise but reserve recommendations for brands that consistently cover core topics. Repeated visibility across related categories improved future brand mentions, while shallow presence across many categories reduced them. The effect varies by industry, so finance and real estate brands can test adjacent category expansion using citations as an early signal, while legal and healthcare brands need repeat brand mentions before treating a category as established.