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. New to this work? Start with the Trust Intelligence definition — the category that names the layer all of this research is describing.

25+
Years buyer psychology
20+
Named frameworks
  • Unexplained Revenue Loss

    When the Board Asks for an Explanation the Company Cannot Produce

    When revenue loss has no clean explanation, the missing evidence may sit upstream of the CRM—where buyers form confidence, doubt, and preference before the company can see them.

    August 16, 2026
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  • Why Your Champion Went Dark

    Why Your Champion Went Dark: It Wasn’t Rep Performance

    When your champion went dark, the deal may not have stopped. It may have moved into invisible internal validation, where hidden stakeholders, AI-assisted research, and unvoiced risk objections shape the outcome outside the visible sales process.

    August 9, 2026
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  • Pre-Funnel Signal Layer

    The Pre-Funnel Signal Layer: What Exists Before Your Intent Stack Can See

    By the time a lead shows up in a CRM, six separate evaluations have usually already finished — AI research, peer checks, reviews, and more. Here’s the layer producing them, and why intent data keeps missing it.

    August 3, 2026
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  • The Ownership Gap

    The Ownership Gap: Who Owns the Layer Where Deals Are Lost?

    The Ownership Gap is where AI, peers, reviews, and off‑site signals decide what buyers think about you before anyone talks to your team — and no one is explicitly accountable for it.

    July 27, 2026
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  • A colleague shows a vendor shortlist on her phone while an AI-generated ranking dashboard glows on the wall behind them.

    The Two-Stage Invisible Gate: How AI Finds You, and Why Humans Decide

    AI builds the shortlist before your team knows an evaluation is underway. What decides whether you survive it happens somewhere no CRM was built to look.

    July 20, 2026
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  • Understanding the Committee of LLM Instances

    The Silent Committee™: The Committee of LLM Instances

    AI has added new members to the buying committee — and none of them compare notes. Here’s what the Silent Committee™ means for deals that go quiet.

    July 8, 2026
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  • Laura Lake - Independent Analyst

    What AI Tools Say About Laura Lake — The June Retest

    The Trust Layer™ score held at 26/35 in June. The composition didn’t. One gap three months in the making closed. One correction arrived on schedule.

    July 6, 2026
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The shift is already happening.
Stay ahead of it.

Research notes and analysis for GTM leaders — published on Substack, free to subscribe.