Preferences

Privacy is important to us, so you have the option of disabling certain types of storage that may not be necessary for the basic functioning of the website. Blocking categories may impact your experience on the website. More information (Cookie Policy)

Accept all cookies

Vibe Marketing: What It Is, Where the Term Comes From and How to Do It Without Damaging Your Brand

Vibe marketing explained: origin of the term, the workflow, the tools, the real risks for quality and SEO, and how to run it with guardrails in 2026.

Published on:
19/10/2026
-
Updated on:
19/10/2026
Cover of the Sorank guide to vibe marketing, with a marketer briefing AI agents that build a campaign

Tools

Thibault Besson-Magdelain, founder of Sorank

About Author

Thibault Besson-Magdelain

Founder of Sorank, 7+ years of experience in SEO, GEO enthusiast.
On this page

In short

vibe marketing is a way of working where a marketer describes the outcome they want in plain language and lets AI models, agents and automated workflows produce and run most of the campaign: copy, visuals, segments, tests and small tools. The term appeared in 2025, borrowed from "vibe coding", and still has no fixed definition. It lets one person or a small team test far more ideas, but it only works with a precise brief, human review before publication and measurement of results.

Want to go further? Ask

Vibe marketing is a recent label for an old ambition: doing the work of a full team with a few people and good tools. What changed is the tooling. Large language models now write, agents chain tasks together, and no-code platforms connect everything. The word comes from software: in February 2025, Andrej Karpathy, a founding member of OpenAI, described vibe coding as a way of programming where you "fully give in to the vibes" and let the AI write the code. Marketers adopted the idea within weeks.

What is vibe marketing?

Practitioners use the term in three overlapping senses. Knowing which one a vendor or a job ad means avoids a lot of confusion.

MeaningWhat it coversTypical example
AI-driven executionDescribing the result in natural language and letting AI agents build the assets, segments and sequences"Create a win-back campaign for customers inactive for 90 days" turned into emails, audience and schedule
Small team, big outputOne marketer chaining models, automations and home-made tools to do what used to need an agencyA founder who produces ads, landing pages and reports alone
Speed and experimentationLaunching many cheap tests, keeping the winners, dropping the restTwenty ad angles tested in a week instead of three in a month

All three share one idea: the marketer moves from producing to directing. The closest established concept is agentic marketing, where autonomous agents carry out multi-step marketing tasks. Vibe marketing is the informal, hands-on version of it.

Where does the term "vibe marketing" come from?

The phrase has no single documented birth date, but its timeline is traceable through dated sources:

DateEvent
February 2025Andrej Karpathy coins "vibe coding" in a post on X
March 2025Merriam-Webster lists "vibe coding" as a slang and trending expression
March 30, 2025Christopher Penn, a marketing data analyst, devotes his newsletter to "what is vibe marketing"
August 27, 2025Scott Brinker, editor of chiefmartec, credits entrepreneur Greg Isenberg with coining "vibe marketing"
November 2025Collins Dictionary names "vibe coding" its Word of the Year

In his article on the "Summer of Vibes", Brinker summarizes Isenberg's framing as vibe coding combined with AI agents and workflows, which lets individual marketers do work that once required a team. Brinker himself adds that the label is "a little hokey" and may not last; the practice behind it probably will.

How does vibe marketing work?

A vibe marketing workflow looks like a loop: brief, generate, review, test, measure. The steps below are the ones that separate useful output from noise.

1. Write a complete brief

The AI only knows what you give it. Christopher Penn lists the ingredients in his Almost Timely newsletter: company and product descriptions, past campaigns and their results, the ideal customer profile, strategy documents and the rules the AI must follow. Without them, he warns, the tools "will just make stuff up". Good prompt engineering starts here, with context rather than clever wording.

2. Turn the brief into a work plan

Break the job into steps, each with its own prompt and expected output: research, angles, drafts, visuals, landing page, tracking. Penn describes the work plan as "a series of prompts put in a single document". This is what makes the process repeatable.

3. Connect the tools

Chain the steps in an agentic workflow or a classic automation (Zapier, Make, n8n). Coding assistants such as Claude Code can also run SEO and content tasks from a terminal, as shown in our guide to automating SEO with Claude Code. Protocols such as MCP let an assistant read and act on your marketing tools directly; Sorank exposes its data through an MCP server for that purpose.

4. Review before anything goes live

A human checks facts, claims, tone, legal mentions and links. This step stays mandatory, and it is where most of the value of a senior marketer now sits.

5. Test small, then scale

Launch several variants with a limited budget, compare them on one metric, keep the winners. This is the logic of growth marketing, made cheaper by AI.

6. Measure and feed results back

Add the results to the brief so the next round starts smarter. Without this loop, vibe marketing produces volume without learning.

What tools do vibe marketers use?

There is no official stack. Most setups combine five layers:

LayerExamplesRole
Language modelsChatGPT, Claude, GeminiResearch, writing, analysis, planning
Automation and agentsZapier, Make, n8n, agent platformsChaining steps, triggering actions, moving data
Coding assistantsClaude Code, Cursor, Replit, LovableBuilding landing pages, calculators, scrapers, dashboards
Creative toolsCanva, image and video modelsVisuals, ad formats, short videos
MeasurementGoogle Analytics 4, Search Console, ad platformsKnowing which tests won

Our comparison of the best AI marketing tools sorts the main options by job, and our guide to marketing automation covers the classic workflows that vibe marketing builds on.

Which vibe marketing workflows are worth starting with?

The best first projects are repetitive, measurable and low risk if something goes wrong. Five workflows that fit those criteria:

WorkflowInput you provideWhat the AI producesHuman check
Ad angle testingOffer, audience, three past winning ads15 to 20 headlines and descriptions grouped by angleClaims, legal mentions, brand tone
Competitor watchList of competitor pages and newslettersWeekly summary of new offers, prices and messagesAccuracy of what is reported
Content repurposingOne published article or webinarSocial posts, an email, a short video scriptFacts kept intact, no invented figures
Small interactive toolsA calculation your customers do by handA calculator page built with a coding assistantFormula, data handling, security
Campaign reportingExports from analytics and ad platformsA commented weekly report with anomalies flaggedNumbers checked against the source

Each of these replaces hours of manual work while keeping a person accountable for the result. Avoid starting with customer-facing automation that sends messages without review: an error there reaches thousands of people before anyone notices it.

How is vibe marketing different from AI marketing and automation?

ApproachWho designs the workSpeed of changeMain risk
Classic marketing automationOps team, fixed rulesSlow, stableRigid, generic messages
AI marketingTeam using AI on specific tasksMediumTools used without a method
Vibe marketingOne marketer directing models and agentsVery fastUnchecked output published at scale

Our guide to AI marketing details the proven use cases. Vibe marketing pushes the same tools further, with less process, which makes guardrails more important.

What are the risks of vibe marketing?

  • Invented facts. Models produce confident errors: figures, quotes, product features. Every claim needs a source or a human check.
  • Generic brand voice. Ten assets written from the same default prompt sound like everyone else. Feed the model your own examples and rules; a brand voice profile keeps tone consistent across outputs.
  • Search penalties for mass content. Google's spam policies define scaled content abuse as generating many pages mainly to manipulate rankings, and cite generative AI used "without adding value for users" as an example. Google does not penalize AI content as such, as explained in our article on AI content for SEO; it penalizes useless content at scale.
  • Fragile home-made tools. Vibe-coded apps can leak data. In May 2025, 170 of 1,645 apps built with one vibe coding platform were found to expose personal information (reported on Wikipedia's vibe coding page). Have anything that touches customer data reviewed.
  • Privacy and permissions. Agents that read your CRM or send emails need clear rules on data access and consent, a point Brinker stresses for marketing operations teams.

Vibe marketing, SEO and GEO

Content is where vibe marketing meets search. Producing articles quickly is easy; producing articles that rank on Google and get cited by ChatGPT, Gemini or Perplexity takes keyword data, sources, internal links and editorial rules. AI assistants favor pages that answer clearly and cite evidence; our study of AI citations in marketing shows which sources they pick in this sector.

The workable version for SEO is a structured pipeline rather than improvised prompts: keyword research, a brief per article, writing with sources, review, publication, then tracking of rankings and AI citations. Sorank runs that pipeline in autopilot: it finds keywords, writes and publishes optimized articles with its blog article generator, and tracks whether AI assistants cite your brand. Teams that want this without building their own stack can look at Sorank for marketing teams.

The essentials

Vibe marketing gives a small team the output of a large one, as long as someone stays in charge of the brief, the facts and the results. Direct the AI like a demanding manager: precise context, a written plan, human review and one clear metric per test. For the organic side, start with a pipeline that already applies those rules to every article, then spend your experimentation budget where testing is fast.

Frequently asked questions

Who coined the term vibe marketing?

The term derives from "vibe coding", coined by Andrej Karpathy in February 2025. Scott Brinker of chiefmartec credits entrepreneur Greg Isenberg with being the first to use "vibe marketing", and marketing analyst Christopher Penn was already discussing it at the end of March 2025. No single dated first use has been formally documented.

Is vibe marketing just AI marketing with a new name?

Largely, yes, with a difference of emphasis. AI marketing usually means applying AI to specific tasks inside an existing process. Vibe marketing describes one marketer or a small team directing models, agents and home-made tools to run whole campaigns quickly, with many small tests.

What skills does a vibe marketer need?

Strategy and judgment first: knowing the customer, writing a precise brief and recognizing a weak result. Then practical skills: prompting, building simple automations, reading analytics and setting up tests. Editing matters more than writing, because the main job becomes checking facts, tone and claims before publication.

Our Blog for Ambitious Company

Our free SEO tools

See all our free tools

THEY TRIED SORANK BEFORE YOU

Testimonials from ambitious founders

Organic growthE-commerce

0 to 10000 visitors in 5 months

Celio Fabianomonrobotlavevitre.fr
Organic growthSoftware

0 to 5000 clients in 8 months

Thibault BMsorank.com
Organic growthLeisure and aviation

0 to 1104 clicks in 4 months

Dominiqueflight-sensations-idf.com
Organic growthMusic software

x30 clicks in 4 months

Valentin Cordiertiger-sounds.com
Organic growthHealth and wellness

x30 clicks in 4 months

Rodrigue Bretonalthevia.com