
Digital PR & Communications
How Small Brands Win Citation Share Without Big Budgets
Small brands are out-citing bigger budgets inside ChatGPT and Perplexity. Six moves, from first-party data to entity clarity, that win AI Citation Share.

Small brands are out-citing bigger budgets inside ChatGPT and Perplexity. Six moves, from first-party data to entity clarity, that win AI Citation Share.

Three brands come back when a buyer types a beauty query into ChatGPT. The small brand that wins one of those slots gets the sale. The one that misses gets nothing. Five patterns making small beauty brands invisible — and the fix.