Insights on AI-driven sales and marketing strategy. Topics include intent data, predictive analytics, account-based marketing, and aligning revenue teams around AI-powered buyer intelligence.
Most teams think being AI-ready means buying AI tools — but that assumption is exactly what keeps many sales teams from becoming an AI-ready sales team. But buyers never see your tools. They see your coherence. And right now, AI systems are quietly rewarding teams that are coherent — while filtering out teams that aren’t….
The Gap: The Buyer Didn’t Break the Funnel — They Outgrew It For years, GTM teams have operated around a comfortable narrative: buyers move neatly from awareness → consideration → decision. But modern buyers don’t behave in stages — especially in an AI-shaped buyer journey. They loop, revisit, hesitate, and reframe the problem long before…
The funnel didn’t break. The decision point moved upstream — and no one updated the infrastructure.
AI trust signals in B2B buying form long before anyone reads a whitepaper.In the generative era, GenAI doesn’t just learn from documents; it learns from how humans move through them. And nothing generates more behavior signal than Black Friday, which gives AI more usable data in 48 hours than most B2B journeys produce in a quarter. It…
Most brands don’t lose visibility because they’re weak. They lose it because they’re inconsistent. The GEO stack is the fix — but only if it’s built as a system.
AI no longer just reads your content — it reads your consistency.Every post, phrase, and link becomes part of your AI trust signals — the proof systems use to decide whether to cite, summarize, or skip you. Here’s how to turn your social presence into structured credibility that earns trust — with both humans and…
AI legibility is not a content problem. Most teams are treating it like one.
Generative engine optimization (GEO) has a diagnosis problem.The tactics are right. The frame underneath them is wrong.
Buyers are using AI to evaluate you before you know they’re looking. Most companies find out when Q4 closes wrong.