The term is young and the definitions are multiplying faster than the practice. Most of what you can read today was written by people who have never run this on a client who pays at the end of the month. We have. This is what it looks like from inside.
Where does the name vibe marketing come from?
In early 2025 Andrej Karpathy described vibe coding: writing software by telling an AI what you want instead of typing every line. The word stuck because it named something people were already doing. Within weeks it was in the New York Times and the Guardian, as Simon Willison noted at the time.
Marketing borrowed it for the same reason. You describe the outcome, the machine produces the first version of nearly everything, and the marketer spends their hours where hours actually matter. Strategy. Message. Judgement about what to ship.
That is the whole idea. Everything else is implementation detail, and which parts of it an agent can genuinely hold is in the AI agents guide.
What it is not
Three misunderstandings come up constantly, and each one costs somebody money.
It is not a new discipline. Vibe marketing does not replace growth marketing, performance marketing or brand. Think of it as a production method sitting underneath them. If someone sells it to you as a new category with its own KPIs, they are selling you vocabulary.
It is not "have ChatGPT write it". Anyone who tried already knows how that ends. Generic copy, flat and interchangeable, that converts nothing. The output of an ungoverned model is not cheap marketing. That is expensive noise.
It is not headcount reduction. The people you can remove with AI are the ones doing mechanical work, and mechanical work was never where the value sat. Strategy still needs someone with taste and scar tissue.
AI amplifies. It does not replace.
The part nobody writes about: where it breaks
Here is what a year of running this looks like when you are honest about it.
It breaks on taste. A model will happily produce forty variations of a headline and none of them will be good, because "good" is a judgement about a specific audience at a specific moment. Someone has to make that call. If nobody does, you ship the average of the internet. How that failure looks from the client's side is in the agency comparison.
It breaks on facts. Models invent statistics with total confidence. A 2025 paper by Kalai and colleagues explains why: when uncertain, models guess and produce plausible but incorrect statements, because training and evaluation reward guessing over admitting uncertainty. On a client site, one invented number is a credibility problem you cannot undo. Everything factual gets checked by a person, every time. No exceptions, and no "it's probably right".
It breaks on sameness. If everyone uses the same models with the same prompts, everyone converges. A 2024 experiment in Science Advances measured it on short stories: AI ideas made each story rate better, and made the stories more similar to each other. The differentiator stops being the tool and goes back to being what it always was: what you know that others don't, and whether you are willing to say it.
It breaks quietly. This is the dangerous one. Bad AI output does not look broken. It looks fine. It reads smoothly and says nothing, and you only find out three months later when the numbers have not moved.
How does vibe marketing work, step by step?
- AIAudit — pull the data, read the account, find where the money leaks
- NOIStrategy and message — decide what to say and to whom. This never moves
- AIProduction — landings, creatives, copy variants, automations, first drafts of everything
- NOIQuality control — kill what is generic, fix what is wrong, sign what ships
- AIMeasurement — read the results, surface what changed, prepare the next round
Notice which steps are human. They are the two where being wrong costs the most. That allocation is the entire method, and it is not an accident. It matches what Noy and Zhang at MIT found with 444 professionals: ChatGPT shifted their work away from rough drafting and towards ideas and editing.
How can you tell an agency really does it?
If you are evaluating an agency that says it does this, four questions separate the two.
"Show me something a person killed." Real operations throw away most of what the machine produces. If they cannot show you rejected work, there is no quality gate, and without a quality gate this is a content mill.
"Who writes the strategy?" If the answer involves a tool name, walk. Strategy is the part that does not get delegated.
"What did this cost you to produce?" They should know, precisely, because they watch it. Anyone doing this seriously knows their per-asset cost.
"What broke last month?" Anyone running AI in production has failures every week. A team with no failures is a team that is not shipping, or not looking.
Does it actually work?
Fairly: it works when there is a real offer and someone measuring. There is no magic in it, and it will not fix a product nobody wants.
OroEtic is the case we can talk about, an Italian gold-buying chain we work with on franchise development. Nine stores when we started, thirty twelve months later. The tooling produced pages, campaign variants and reports at a speed a small team cannot match by hand. The decisions, all of them, were made by people looking at numbers every week.
That second sentence is the one that matters. The speed is the visible part. The judgement is the part that made it work.
Frequently asked questions
Is vibe marketing the same as AI marketing?
Not quite. AI marketing usually describes using AI tools inside marketing tasks, one tool at a time. Vibe marketing describes an operating model where agents handle the operational layer end to end and humans hold strategy and quality control. In practice the words are converging, and most people use them interchangeably.
Does vibe marketing replace a marketing agency or an in-house team?
It replaces a way of working, not the people who are good at their job. You still need someone who decides the strategy and signs off on the message. What disappears is the waiting: the handoffs between departments, the weeks for one landing page, the quote for every variant.
How much does vibe marketing cost compared to a traditional agency?
Production costs a fraction, because agents do the producing. But the real value is not the discount, it is throughput: how many tests you can run in the same month on the same budget. If an agency sells you vibe marketing purely as a cheaper invoice, they are describing the least interesting part of it.
How long before it shows results?
Things go live in days rather than weeks, and first campaigns can be running almost immediately. Actual growth still takes months, because growth needs test cycles and data. Anyone promising results in a week is selling the demo, not the method.
Does it work for small businesses or only for startups?
It works anywhere there is a real offer and someone willing to look at the numbers. The case in this article is a traditional Italian retail chain in gold buying, not a tech startup. Company size matters far less than whether anyone reads the data.
Can I do vibe marketing myself, without an agency?
Yes, and increasingly people do. The tools are available to anyone. The constraint is not access, it is judgement: you can only use AI to write copy well if you already know what good copy is. Where teams get stuck is not the tooling, it is having nobody who can tell good output from plausible output.
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Founder of As Growth, an AI-first growth partner. He runs growth and strategy across partner businesses: OroEtic, Giojello, Equity Plus and others. Apply if you want to work with us.