Research and papers

Everything we build rests on a view of where the web is going: buyers, and increasingly their AI assistants, deciding which firms to trust before anyone visits a site. This is where we show our work. What the data across the sites we run says about search and AI answers, where we think it goes next, and predictions with dates on them, revisited in the open when we get them wrong.