Home / GTM Engine

Building an AI native GTM engine

How marketing changed, the stack we mapped to keep pace, and the AI search work that turned visibility into pipeline.

Explore the workGTM, systems, recognition, events, blog, posts and tools.
19 AUG 2026Section 01, the new GTM toolkit

Seven tools now sit around the classic stack

Google, Gmail, Ads, WordPress, Analytics and Sheets still run the basics. The leverage comes from what got added around them.

THEN

Google SearchGmailGoogle AdsMeta AdsWordPressGoogle AnalyticsExcel and Sheets

NOW

  • 01Cursor for building
  • 02Clay for enrichment and outbound
  • 03Lovable for landing pages
  • 04Zapier for AI workflows
  • 05ChatGPT and Claude for research and thinking
  • 06PostHog for what users actually do
  • 07Searchable for AI search visibility
Stack growth

The GTM stack grew six times in a decade

Ten years ago five tools were enough. Today a GTM strategist runs more than thirty and still feels something is missing.

5Tools a decade ago. Excel, PowerPoint, Salesforce, Sales Navigator, Mailchimp.
32Tools today, from Claude Code and Clay to Gong, n8n and PostHog.
6xGrowth in the strategist's toolkit
5Buckets in modern GTM
Revenue growth toolkit

Modern GTM has five buckets

Marketing and Sales own two. GTM Engineering and RevOps own the other three.

01

Inbound, Marketing

Paid, SEO and GEO, social and events.

02

Outbound, Sales

Data, web, calls and WhatsApp.

03

Lead capture, RevOps

Website, social signals, CRM and booking.

04

Data and orchestration, RevOps

Enrich, add context and sources, orchestrate and analyze.

05

Agentic operations, GTM Engineering

Coding agents, unified APIs and where they run.

06

The longer funnel

Before AI it was run ads, drive traffic, convert. Now discovery, trust and agentic readiness sit in between.

11 JUN 2025Section 02, AI search and inbound growth

Ranking ahead of Sysdig, Lacework and Fortinet

Four to six months of SEO, SEM, meta tags and backlinks put AccuKnox in the Google answer for CNAPP vendors, above much larger names. The CEO called it out in a note to the whole company.

4 to 6Months of SEO, SEM and backlink work
#1Google answer slot for CNAPP vendors
2xAccuKnox citations in the AI Overview for stateful prompt firewall
5Languages our site assistant answers AI SOC questions in
Inbound engines

Eleven engines feed inbound

Each engine turns one trigger into pages, posts or sales assets on a repeatable cadence.

01

Competitive content

vs X and alternatives pages

02

Content refresh

Old blogs update when relevant news breaks

03

ToFu and MoFu answers

Concise answers built to win AI Overviews

04

How to guides

Persona and industry guides at scale

05

Rapid response

Same day POV blog when a zero day hits

06

ABM account pages

A tailored page per target account

07

Industry pages

Vertical pages with the right threat model

08

Social repurposing

Every blog and CVE turned into LinkedIn posts

09

Competitive intel

Analyst reports turned into narrative briefs

10

Vuln database

Programmatic CVE pages enriched with reachability

11

Sales enablement

Recurring objections turned into battlecards

SEO content matrix

23 content types build hundreds of SEO and AI pages

Thirteen formats drive traffic. Ten drive AI visibility and conversions. All of them build authority, an SEO and AI moat, and coverage at every funnel stage.

13 DRIVE TRAFFIC

ListsFAQsStepsInterviewsChecklistsDefinitionsPillar pagesInfographicsPress releasesUltimate guidesTrending contentBeginner's guidesTips and best practices

10 DRIVE AI VISIBILITY AND CONVERSIONS

How to guidesLanding pagesProduct pagesBest of postsComparisonsCase studiesAlternativesTemplatesFree toolsReviews
AI visibility

Third in AI visibility, ahead of Sysdig and Prisma

Share of AI answers that mention each brand across the security category, tracked on LLMLab from Nov 2025 to Aug 2026.

Wiz
36.1%
Palo Alto Networks
29.6%
AccuKnox
27.7%
Sysdig
18.7%
Prisma Cloud
18.2%
Orca
17.6%
OWASP
16.0%
Microsoft
14.7%
27.72%AI visibility
12Kof 42K answers mention us
45Kpages cited
124Kpages mentioning us
Traffic and social

Website sessions up 240% in 90 days

Google Analytics 4, May to Aug 2026 against the previous period, plus LinkedIn and YouTube from March to July 2026.

311KSessions, up 240.6%
350KViews, up 199.2%
307KEngaged sessions, up 253.1%
4.4Average rating across 85 customer reviews
9.41%LinkedIn engagement rate in July
193KLinkedIn post impressions
63.6KLinkedIn followers, 1,331 new
57YouTube videos published
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