Insights on AI visibility

Search used to be a transaction: type a keyword, scan ten blue links, click one. That model is quietly being replaced by something messier and more revealing. People now ask questions in full sentences, expect a synthesized answer, and judge that answer by whether it shows its sources. Every one of those habits is a…

Last-click attribution has always flattered the wrong channels. It hands 100% of the credit to the final touch before a conversion and quietly erases everything that actually built the decision. That distortion was survivable when most of a buying journey still happened on pages you could tag and track. In AI search, it is not…

For two decades we have run a network of content properties, watching server logs the whole way. The most disruptive shift we have seen in that time is not a Google update. It is the arrival of a new class of visitor: AI crawlers that do not browse the way people or search engines do,…

After 200+ hours analyzing how AI is reshaping B2B sales workflows and testing 14 of the most-used platforms, our team has narrowed down our top five recommendations for AI B2B sales tools in 2026. Apollo.io takes the top spot for the second year running, combining one of the largest contact databases in the market with…

After analyzing 14 of the leading AI CRMs on the market and tracking how each one is referenced inside ChatGPT, Perplexity, and Google AI Overviews, our team has shortlisted the seven options that genuinely matter for B2B buyers in 2026. HubSpot is our number one pick because its Smart CRM grounds AI agents in real…