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STEEPWORKS Weekly

The AI x GTM newsletter that argues with itself before it reaches you.

Every Wednesday: the week's most important developments, debated by 7 specialist agents and distilled by an operator who builds these systems for a living.

120+ sources scanned·7 agents debate·5 quality gates

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What you get

One email. Three things that matter.

01

120 sources. 5 stories. Zero noise.

RSS feeds, analyst reports, product launches, real operator threads. We read them so you don’t have to — and we kill anything that’s just vendor marketing.

02

7 lenses on every story, every week

A CRO, an AE, a RevOps architect, a startup marketer, and a career sales skeptic score every story independently — then argue about it. You get the consensus, the dissent, and the why-it-matters.

03

The move you can make this week

Every story ends with what changes — in your pipeline, your stack, or your team’s workflow. Not theory. Not “food for thought.” A specific action with a specific reason.

See what you get

From our March 11 edition

Your $25 Leads Are 10x Cheaper. Are They 10x More Useless?

The GTM stack is splitting into two speeds — operational wins you ship today, architectural shifts that matter in six months. Teams that sequence both pull away.

The Signal

  • Pricing inflection — Intercom's outcome-based model is the first credible template for charging when AI does the work — Hello Operator
  • Context > model — Tomasz Tunguz argues the richest context wins, regardless of which LLM you pick — Redpoint
  • 29 years on quota — Bill Binch's 116 quarters selling is the correction “automate everything” needed — The GTM Newsletter
  • Budget gravity shift — Content marketing budgets are moving away from SEO-first as AI search fragments discovery — Demand Gen Report

Deep Dive: What Do You Charge When the AI Does the Work?

Intercom just answered a question most SaaS companies are still ducking. Their outcome-based pricing model charges per resolution, not per seat. When your AI agent handles half the support conversations, per-seat pricing punishes your best customers for adopting the product. Intercom reaccelerated growth after making the switch. The concept is clean. The execution is harder. You need to define “resolved” in a way that's auditable, defensible, and not gameable…

+ 2 more deep dives, The Stack, Reading Corner, and Tool Watch in the full issue

85 articles collected15 evaluated8 featured
Your evaluation panel

7 specialists. 7 lenses. One inbox.

Every article is evaluated by agents who think like the operators reading this newsletter.

V

Victor

The Editor

The operator. Moderates debates, synthesizes thesis, writes the final take.

Alex

31

The Builder

AI-native founder. Build-vs-buy, new tools, startup strategies.

Karen

47

The Revenue Leader

Sitting CRO at $50M ARR. Org-wide adoption, board-ready ROI.

Maya

34

The Scrapper

Series A marketer. Efficiency hacks, lean execution plays.

James

39

The Closer

Enterprise AE. Deal intel, competitive edges, buyer psychology.

Priya

36

The Architect

RevOps Director. Stack architecture, integration patterns.

Derek

52

The Contrarian

AI-skeptic VP Sales. Hype detection, hidden costs, failure modes.

Methodology

How we earn your inbox

1

120+ sources scanned daily

RSS feeds across AI, GTM, sales ops, and revenue intelligence — cast wide, miss nothing.

2

Victor curates the signal

Daily hands-on curation by an operator with 15 years in B2B GTM. Human judgment, not keyword matching.

3

7 agents evaluate and debate

Independent scoring, then 3 rounds of moderated debate. Consensus surfaces what matters.

4

5 quality gates before your inbox

Pitch detection, anti-slop, structure, multi-perspective balance, and voice consistency.

AI is splitting GTM into two speeds. The teams sequencing quick wins and architectural bets are the ones pulling away.
This week's thesis — March 11, 2026
Who writes this

Not a journalist. Not an analyst. An operator who ships this stuff daily.

Victor Sowers — 15 years in B2B SaaS GTM at CB Insights, BurnAlong, and Pixee. Two exits, sustained 2–3x growth. For the last 2.5 years, he's been building the AI-native GTM systems he writes about: agent pipelines, automated curation, quality gates that actually work. This newsletter runs on the same infrastructure. When something breaks, you'll hear about it.

Every Wednesday

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