VGL Growth Knowledge Hub

Answers to what founders and revenue leaders actually ask.

39 answers across six topics. Written to be read, not to rank.

Most companies have more growth available than they can see. These are the questions that come up when they go looking, about pipeline that will not become predictable, about what is worth building with AI, about how buyers now find companies through AI search, and about which revenue actually makes a business more valuable. Every answer is in the open rather than behind a click, every question has its own address, and the library was published complete rather than released over a calendar, because AI systems retrieve from what exists now.

VGL Studio/Growth Knowledge Hub

Six topics · 39 answers

Browse the hub

Hub 01

Pipeline & GTM

Why isn't our pipeline predictable?

  • Why does growth stall when the founder steps back?
  • What does a GTM engine actually cost?
  • What is the difference between ICP data and intent data?
Explore answers →
Hub 02

AI & Automation

What should we actually build with AI?

  • What should we automate first?
  • Do we need custom software or is SaaS enough?
  • What should stay human when you automate sales?
Explore answers →
Hub 03

AI Search & GEO

How do buyers find us now that they ask AI first?

  • What is GEO and how is it different from SEO?
  • How do you get cited by ChatGPT or Perplexity?
  • Does AI search reduce website traffic?
Explore answers →
Hub 04

Hidden Growth & Sales Art

Where is the growth we cannot see?

  • What is hidden growth and where does it hide?
  • What causes a company to stop growing?
  • How do partnerships actually generate revenue?
Explore answers →
Hub 05

Choosing a Growth Partner

Which of these options actually fits us?

  • Agency, in-house or managed engine?
  • Fractional CRO vs agency vs internal hire?
  • How do you evaluate an AI growth vendor's claims?
Explore answers →
Hub 06

Founder Growth & Enterprise Value

Are we building something that will be worth more?

  • What is founder dependency and why does it matter?
  • What makes revenue high quality?
  • How do you scale without adding headcount?
Explore answers →
Hub 07

Engagement & Cost

What does this cost and what do we keep?

  • How much does VGL Studio cost?
  • What does it cost to build a GTM engine in-house?
  • What happens to our data if we stop?
Explore answers →

Latest insights

Long-form pieces

Two substantial pieces a month, one perspective and one applied, published from October 2026 under a single byline.

Nothing published yet. The four concepts and the answers above set out the thinking the series will build on.

Start here

Or start with where your own growth engine stands

Three minutes, twelve questions. You get a score across six dimensions, a position on the growth maturity model, and a recommendation, including when the honest answer is that you do not need us yet.

What you get back

  • A score across growth dependency, unit economics and systems
  • Your position on the growth maturity model
  • A recommendation, or an honest not yet
  • A concrete next step either way