AI-Ready Buyer™ Insights

Decode how AI shapes your buyer’s decision

Boardroom-ready frameworks, research, and playbooks for GTM leaders navigating the shift to AI-mediated buying. Before the RFP. Before the demo. Before your pipeline knows it’s happening.

25+
Years buyer psychology
20+
Named frameworks
  • Unexplained Deal Attrition

    The $1.8M Unexplained Deal Attrition Problem — and Why It Lives Upstream of Your CRM

    Every company has a number on the board deck that nobody can explain. This is why it keeps appearing — and what changes when someone finally owns the layer where it forms.

    June 9, 2026
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  • Buyer Trust Signals

    Buyer Trust Signals: What Buyers Check Before Responding

    Buyers do not begin with outreach. They begin with trust conditions already forming inside the organization — a set of buyer trust signals assembled from sources the vendor never controlled and conversations the vendor never entered. What looks from the outside like a response problem often formed earlier: a quiet internal shift, a familiar name…

    June 7, 2026
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  • GEO Stack in the AI ERA

    The GEO Stack: What It Is, How It Works, and Why Most Brands Get It Wrong

    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.

    May 25, 2026
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  • Laura Lake - Independent Analyst

    What AI Tools Say About Laura Lake — 32 Days Later

    18/35 → 26/35. Same five queries. 32 days later.

    May 19, 2026
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  • ai trust signals in enterprise sales

    The Ghost Objection: How AI Kills Deals Before They Start

    Your pipeline doesn’t show it and your CRM can’t track it, but AI is already shaping how safe you look to cautious stakeholders. It defines the ghost objection and shows how to diagnose it inside your signal architecture.

    May 2, 2026
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  • Intent Data Timing

    The Intent Data Timing Problem: Why Precision Targeting Didn’t Move the Number

    Intent data timing isn’t a targeting problem – it’s a sequencing problem. By the time your signals fire, the shortlist is already forming. Here’s what to do about it.

    April 23, 2026
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  • AI Buyer Behavior Analyst

    The Job Description Most Go-to-Market Teams Don’t Have Yet

    AI answer engines have been forming your shortlist for at least two years. The CMO sees content, the CCO sees earned media, Sales sees the pipeline after the verdict is already in — but no one is accountable for reading what AI actually decided in the middle. This piece names the missing seat on the org chart and writes the job description for the AI Buyer Behavior Analyst: the role that reads what AI is saying about you and turns those signals into pipeline decisions.

    April 21, 2026
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The shift is already happening.
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Research notes and analysis for GTM leaders — published on Substack, free to subscribe.