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The Blind Automation Problem

February 9, 2026

Every CMO and CRO heading into the second half of 2026 can say they're using AI. The harder question is whether they know if it's working, and for most teams, the honest answer is still no.

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Tags AI GTM automation, B2B GTM, Revenue attribution, Blind automation, AI ROI

The File That Makes AI Sound Like You

February 1, 2026

A voice markdown file is a compression of decisions you've already made about how you sound. The LLM just needs them made explicit. 

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Tags AI writing prompts, ChatGPT voice training, Prompt engineering for marketers, AI writing style guide, AI content personalization

GEO Tools Can't Tell You What to Build

January 24, 2026

GEO tools have done their job: they've made the invisible visible. The next phase is making that visibility actionable at the level of "here's exactly what to build next week."

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Tags GEO, AI Visibility, B2B Content Strategy, B2B Marketing, AI Search

Why Proprietary Data Is the Last Content Advantage in AI Search

January 16, 2026

Original research is emerging as the most reliable path to visibility, because it's the only sustainable way to become a canonical source when competent content is infinite.

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Tags Original content, Proprietary data, GEO, AI Search, AI Visibility

5 “Boring” AI Agents Every B2B GTM Team Should Deploy ASAP

January 6, 2026

The processes your earliest agents should automate are exactly the kind of high-volume, judgment-light, data-intensive work that humans shouldn't be doing manually in 2026.

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Tags AI agents, AI automation, AI GTM automation, GTM engineering, B2B GTM

11 Predictions for AI-Enabled GTM in 2026

December 20, 2025

As many orgs learned the hard way this year, winners won't be teams with the most extensive AI implementations. Rather, go-to-market success will be measured by the ability to ship workflows into production, measure lift, and control how much damage occurs when things go wrong.

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Tags AI in sales, AI GTM automation, B2B GTM, B2B AI trends, GTM engineering

Source: Profound.

The Trial of Traditional SEO

December 15, 2025

Arguing that GEO is "just SEO" because both involve structured content is like arguing soccer is "just basketball" because both involve a ball.

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Tags GEO, AI Visibility, Traditional SEO, AI Search, SEO

The Next Trillion-Dollar AI Opportunity is GTM. SaaS Won't Capture It.

December 6, 2025

The next generation of unicorns will be services-as-software: companies deploying engineers and intelligence into organizations, building and running systems on top of their own platforms.

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Tags SaS, GTM integration, B2B GTM, Service-as-Software, AI automation

GTM Teams Still Can't Answer the Most Basic Question

November 26, 2025

Most GTM stacks are a loose federation: dozens of tools, partial APIs, data living in silos, and every team working off a slightly different picture of reality. Until teams unify internal data with external buyer signals, the entire system is guessing.

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Tags AI Search, GTM integration, AI Discovery, RevOps Data, Marketing Attribution

The AI Bubble and the Curve We’re Not Measuring

November 15, 2025

At the macro level, AI still looks like a giant question mark. But at the micro level, inside the bellies of actual businesses, at this very moment, it’s changing how work gets done.

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Tags AI Bubble, AI Productivity, AI ROI, Enterprise AI, AI Measurement
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Latest

Featured
Feb 9, 2026
The Blind Automation Problem
Feb 9, 2026
Feb 9, 2026
Feb 1, 2026
The File That Makes AI Sound Like You
Feb 1, 2026
Feb 1, 2026
Jan 24, 2026
GEO Tools Can't Tell You What to Build
Jan 24, 2026
Jan 24, 2026
Jan 16, 2026
Why Proprietary Data Is the Last Content Advantage in AI Search
Jan 16, 2026
Jan 16, 2026
Jan 6, 2026
5 “Boring” AI Agents Every B2B GTM Team Should Deploy ASAP
Jan 6, 2026
Jan 6, 2026
Dec 20, 2025
11 Predictions for AI-Enabled GTM in 2026
Dec 20, 2025
Dec 20, 2025
Dec 15, 2025
The Trial of Traditional SEO
Dec 15, 2025
Dec 15, 2025
Dec 6, 2025
The Next Trillion-Dollar AI Opportunity is GTM. SaaS Won't Capture It.
Dec 6, 2025
Dec 6, 2025
Nov 26, 2025
GTM Teams Still Can't Answer the Most Basic Question
Nov 26, 2025
Nov 26, 2025
Nov 15, 2025
The AI Bubble and the Curve We’re Not Measuring
Nov 15, 2025
Nov 15, 2025

© 2026  Shane H. Tepper