Question 1

What does Vibe2Code do?

Accepted Answer

Vibe2Code offers consulting, training and development in applied artificial intelligence to create AI agents, automations, internal applications, dashboards and measurable marketing systems.

Question 2

Who is Vibe2Code for?

Accepted Answer

For CEOs, leadership teams, operations, marketing, sales, training and technology who need to turn AI opportunities into useful solutions adopted by the team.

Question 3

How do you start?

Accepted Answer

The first step is an AI diagnosis: we review objectives, processes and data, prioritize use cases and propose the first sprint or training program.

Question 4

How long does a first AI project take?

Accepted Answer

As a reference, the IA diagnosis is planned in 5 business days and a first sprint is planned in 10 business days. An adoption program is usually organized in 4–6 weeks. The final deadline depends on access, data, integrations and available managers.

Question 5

Does Vibe2Code guarantee a percentage of savings or sales?

Accepted Answer

We do not present an estimate as an observed result. First we define baseline, volume, data quality and restrictions; Then we agree on KPIs and measure the pilot to separate real impact, potential and external factors.

Question 6

What services can be contracted?

Accepted Answer

AI consulting, process automation, intelligent agents, development of MVPs or internal tools, dashboards/CRM, practical training and marketing with AI.

Question 7

Do you also work on recruitment and marketing?

Accepted Answer

Yes. When the objective is to sell more, the service can include SEO/GEO, UTM campaigns, lead scoring, company search, outbound B2B and commercial monitoring.

Question 8

Are the prospecting contacts real and verified?

Accepted Answer

Prospecting starts from public sources and external connectors. Vibe2Code separately records evidence of origin, email deliverability and public profile verification; does not use AI to invent people, emails or companies.

Question 9

What is GEO and why does it matter now?

Accepted Answer

GEO stands for Generative Engine Optimization. It consists of optimizing content, entities, authority and responses so that generative engines such as ChatGPT, Gemini, Copilot or Perplexity can understand, summarize and cite a brand when responding to the user.

Question 10

Does Vibe2Code work SEO and GEO together?

Accepted Answer

Yes. We combine technical SEO, pillar content, structured data, llms.txt, Markdown summaries, citable FAQs, verification prompts and lead measurement to improve visibility in both traditional search engines and AI responses.

Question 11

Is the training for technical profiles?

Accepted Answer

It can be technical or executive. We adapt the content to managers, commercial teams, operations, marketing, trainers or developers.

Question 12

How is it different from an automation agency?

Accepted Answer

Vibe2Code combines strategy, training, software development, AI agents, automation, marketing and measurement. It doesn't just connect tools: it turns use cases into operating systems.

Question 13

What is the Vibe2Code AI Pilot Program?

Accepted Answer

It is a limited call to select 10 B2B companies and convert a specific process into a functional AI or automation microproject, with an agreed before and after metric.

Question 14

Is the AI Pilot Program really free?

Accepted Answer

Vibe2Code does not charge fees for the selected microproject. Does not include licenses, third-party consumption, complex integrations, critical deployments or maintenance. Selection is not guaranteed and any extensions are proposed and contracted separately.

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