Love the dual journey framework. The agent journey being clinical comparison-on-steroids is spot on—I've been trackign this with our product pages and noticed AI scrapers prioritize structured tables way more than narrative copy. The kicker is that big brand bias you mentioned. We ran tests having ChatGPT recommend in our niche and kept geting the top 3 global players even when our specs were objectively better. The justification attributes angle makes sense but dunno if smaller teams have the bandwidth to maintain that level of data granularity at scale.
Love the dual journey framework. The agent journey being clinical comparison-on-steroids is spot on—I've been trackign this with our product pages and noticed AI scrapers prioritize structured tables way more than narrative copy. The kicker is that big brand bias you mentioned. We ran tests having ChatGPT recommend in our niche and kept geting the top 3 global players even when our specs were objectively better. The justification attributes angle makes sense but dunno if smaller teams have the bandwidth to maintain that level of data granularity at scale.