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
  • 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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  • how buying committees form shortlists

    How Buying Committees Form Shortlists Before Sales Knows They Exist

    Buying committees form shortlists before sales knows an evaluation is happening. The Silent Committee™ is the phase your CRM was never built to see.

    June 27, 2026
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  • AI buyer research running on three monitors in an empty office at night — the evaluation already underway before any vendor enters the room.

    What AI Buyer Research Actually Requires

    The buying environment concluded something before any vendor was in the room. The research didn’t catch it. Here’s why.

    June 25, 2026
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  • 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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The shift is already happening.
Stay ahead of it.

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