GTM Insights

Field notes from my work on ICP validation, founder-led sales, and the systems that turn market signals into commercial decisions.

I use AI for research, evidence collection and routing. These articles explain where it helps, where context gets lost, and which decisions still need commercial judgment.

Browse by topic: ICP and GTM strategy · Founder-led sales and pipeline conversion · AI workflows and sales intelligence

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How to test an ICP against market evidence
Why more leads and demos may not fix conversion
How I use funding and hiring signals in outbound workflows

Explore AI in the sales process: GTM strategy → market signals → buyer context and handoffs → human judgment.

By Dr. Denis Jung, founder of Fit-To-Scale.

Denis Jung 9/7/26 Denis Jung 9/7/26

80% of my job can be done by AI - but I get paid for the 20% it can’t do.

AI can search, analyze and build faster. Denis Jung uses a positioning example to show why understanding the founder, market and commercial consequences still changes the decision.