About the Platform

Dapp.Expert is a 99% automated AI-first media platform capable of generating over 50,000 unique and diverse publications per month.

The system is operated by a compact team known as Vibe Stack — not just an editorial team, but a synergy of roles, algorithms, and decisions where each participant enhances the flow of meaning rather than simply writing text.

Vibe Stack: Team Structure

Vibe Stack is a new-type content system. The team combines generative improvisation with algorithmic precision. Each participant plays a role in a unified stream that shapes the style, tone, and structure of Dapp.Expert.

Flow Writers
Primary text generators. They work in an improvisational flow, creating the emotional and expressive framework of publications. They write based on signal, not templates.

Syntax Tuners
Responsible for language clarity. They adjust grammar, rhythm, and style, removing noise and distortion. They ensure the content is smooth and readable without losing energy.

Flow Editors
Architects of pace and structure. They manage depth, transitions, and narrative logic. They ensure cohesion and dynamic flow in the material.

Content Stream Managers
Directional curators. They define semantic and thematic strategy within their sections: from GameFi and NFT to AI and cyberculture. They set the focus, determine priorities, and approve key topics.

Narrative Architect
Editor-in-chief. Responsible for the overall tone of the platform, trustworthiness, ethical precision, and the strategic coherence of the content stream. Builds not just structure — builds culture.

Principles and Policy

1. Editorial Independence

We ensure full editorial autonomy. Content is created without external pressure, and editorial decisions are not influenced by investors, partners, or any projects mentioned in publications.

2. Transparency and Disclosure

We disclose:

• Automation: Content is primarily generated using large language models (LLMs), followed by post-processing, structural analysis, fact-checking, and compliance procedures.

• Nature of algorithms: Materials are generated based on internal protocols aligned with Google EEAT standards.

• Ecosystem integration:
  Dapp.Expert is part of a unified AI/Web3 ecosystem operated by VibeCraft Ltd. (BVI). This ecosystem also includes the Web3 game DeFight Club and the Fantic token. We may publish editorial or partner-related materials about these products while maintaining transparency: such content is properly labeled and contains no investment advice, forecasts, or manipulative elements.

• Content display and prioritization: The order of publications on site pages (including homepage, "popular", "recommended", and other blocks) may be generated automatically using internal algorithms. These algorithms consider freshness, topic relevance, frequency of mentioned entities, text tone, and semantic richness. Manual editorial adjustments are only made in specially curated collections.

We do not conceal:

• The use of AI in news creation.

• The application of analytical and thematic filters in topic selection.

• The principles behind our internal feed and content representation mechanisms.

3. Market Participation Policy

To prevent potential conflicts of interest:

• Members of the Vibe Stack team, including AI operators, are required to disclose any crypto asset holdings.

• Shorting of assets that may be featured in editorial content is strictly prohibited.

• A mandatory token holding period (cooldown) of at least 14 days is enforced after any purchase, if the asset may be featured editorially.

• We do not publish content intended to influence the price of specific tokens, projects, or market instruments.

4. Quality and Verification Standards

Every publication undergoes:

• Fact-checking (both algorithmic and manual).

• Structural and readability analysis.

• Semantic auditing for duplication and lack of substance.

• Filtering for extremist, ethical, and advertising standards.

Investment-related content includes risk disclaimers and contains no investment recommendations.

5. Advertising and Partnerships

• Sponsored content is clearly labeled as "Partner Content".

• Collaboration with partners is conducted separately from the editorial generation algorithms.

• Dapp.Expert does not publish commissioned content without clear labeling and does not accept hidden advertising.

6. Feedback and Audience Responsibility

We welcome corrections, clarifications, and suggestions:

• All publications can be edited or updated with proper annotation.

• Feedback can be sent to info@dapp.expert.

Dapp.Expert is more than a news portal. It is an independent, scalable AI-powered media environment of the new generation, where every word carries not just meaning — but flow.

 

The editorial policy is updated as the platform evolves, and in response to industry changes and new regulatory standards.