A study of 100 consumer brands and four answer engines reveals how brand power is changing in the AI era. Legacy brands underperform digital challengers by 32% on Citation Share, highlighting the importance of structured presence across platforms like Wikipedia and Reddit.
Three acronyms. Three different jobs. Most agencies pitch GEO when they mean AEO. Most pitch AEO when they mean SEO with a chatbot bolted on. The conflation is a sourcing mistake that costs CMOs millions.
The number one Google result for a brand query shows up inside ChatGPT only 38% of the time. Inside Perplexity, 22%. That single data point reframes the most important question in modern marketing: who actually wins the AI buyer journey?
How AI engines handle adult, wellness, creator, and regulated commercial categories. The Naming Threshold, the Wellness Passport, the Source Quality Hierarchy, and the New Discovery Stack — five findings that reshape restricted-category retrieval across ChatGPT, Claude, Perplexity, and Google AI Overviews.
You don't need to write the code. You need to know what to ask for.
Generative Engine Optimization (GEO) is the new standard for brand visibility. Learn to structure your data to be the authoritative source AI engines cite, not just another link.
The most resistant-to-disruption category in American consumer services just stopped being resistant. 5W's new Funeral & End-of-Life Services AI Visibility Index 2026, published this month, ranks the top 25 American funeral, cremation, estate planning, and end-of-life brands by A
AI Just Ate the Buyer Journey. Tech PR Has 18 Months to Catch Up.
AI engines describe your consumer brand wrong constantly — and the wrong description compounds. The five-component playbook for continuous correction.
Brand love used to take 20 years to build. Now it gets disqualified in a single bad query. Half-life PR died when the engines started answering.