A Practical Guide to Vibe Coding in Marketing for GTM

Vibe coding is a useful working metaphor for reading the language and signals around a market. It is not a substitute for research. The value comes from turning qualitative observations into hypotheses that can be tested.

Collect the words customers actually use in interviews, reviews, support requests, communities and sales calls. Look for repeated problems, desired outcomes, objections and moments that trigger action. Keep the source and date for each observation.

Group those signals into themes, then connect each theme to a buyer, situation and consequence. For example, a founder may not be asking for “AI transformation”; they may be trying to shorten proposal time, improve lead quality or reduce operational risk. Specific language produces stronger positioning.

Test the message in small campaigns, sales conversations and landing-page experiments. Compare qualified replies and meaningful actions, not just clicks. Use the results to refine the hypothesis, and keep a record of what changed.

When selling in Australia and New Zealand, listen for local terminology and buying context without forcing artificial localisation. Use Australian spelling where appropriate, understand that markets differ by industry and region, and avoid assuming that one city or country represents every buyer.

The discipline is simple: observe, interpret, test, learn and document. That process helps a founder create marketing that feels relevant while remaining evidence-led and commercially accountable.