Field notes on GTM that actually holds up.

Operator essays on signal over volume, rep credibility over outsourced labor, and AI as prep instead of voice. Older Audienti and Growmance writing rewritten for the current moment.

Selected notes.

Each piece rewritten with the current GTM positioning — what works for complex B2B, why outsourcing the relationship breaks the motion, and where AI helps versus where it costs you trust.

Credibility · May 18, 2026

The kinds of public engagement that actually build buyer trust.

Not all public posting is the same. Some patterns build credibility with the buyers you're trying to reach. Others quietly burn it. Here's how to tell them apart.

GTM operations · May 18, 2026

Build the system, not the campaign. GTM as systems thinking.

Great GTM is not a great campaign. It's a small set of repeatable systems doing the same thing reliably enough that the team can focus on what's unique to each deal.

Strategy · May 18, 2026

The job your SDR motion is actually being hired to do.

Jobs-to-be-done thinking, applied to your top-of-funnel. Most SDR motions are being hired to do a job no one stated out loud — and that mismatch is why they keep underperforming.

Competitive research · May 18, 2026

Reverse-engineering a competitor's GTM from what you can see in public.

Public buyer signal isn't just useful for your own pipeline. It's the cleanest way to read what your competitors are doing, where they're winning, and where their motion is breaking.

ICP and targeting · May 18, 2026

The buyer roles you actually need to reach in a complex B2B deal.

Forget Jungian archetypes. In complex deals, what matters is who is in the buying group, what each role cares about, and where the real veto power sits.

AI and automation · May 18, 2026

Four things you should not automate in a sales motion.

Automation belongs in the prep work. It does not belong in the moments where buyers decide whether you are worth talking to. Here are the four lines we don't cross.

GTM strategy · May 18, 2026

Four things you should never outsource — starting with your pipeline.

Outsourcing the wrong things — especially top-of-funnel — leaves you with cheaper activity, weaker context, and someone else's reputation glued to your brand. Here's where to draw the line.

What happened to the rest of the archive.

The WordPress-era article inventory is being rebuilt selectively. The goal is not to shovel old blog content back online. The goal is to keep the ideas that still teach something and retire the ones that do not.

What survived

Ideas about signal, trust, buyer context, competitive research, and useful contribution still map cleanly into the product and methodology.

What did not

Generic content-marketing filler, old channel hacks, and course scaffolding do not deserve permanent prime real estate just because they once existed.