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  1. Dossier

    AI and search ecosystem

    Directory of major AI assistants, search engines and SEO, SXO, AEO, GEO and LLMO disciplines.

  2. Protocol

    Evaluate an AI agent before release

    A test protocol for accuracy, refusal, permissions, tool failures and human recovery before an AI agent is allowed to act.

  3. Protocol

    Assess a public dataset before reuse

    A protocol for checking coverage, method, version, licence and limitations before analysing or publishing public data.

  4. Dossier

    High-intensity digital expertise

    Alexis Roux ZG expertise: AI, OSINT, SEO, SXO, GEO, reputation, private agents and digital sovereignty.

  5. Protocol

    Build a verifiable entity profile

    Align names, roles, sources, public profiles and structured data to identify a person or organisation without visibility promises.

  6. Dossier

    Digital intelligence glossary

    Operational definitions for clear discussion of AI, OSINT, search, visibility, evidence and sovereignty.

  7. Guide

    Answer Engine Optimisation

    Structure answers so answer engines can understand and reuse them directly.

  8. Guide

    AI agent

    A system pursuing a bounded mission, using tools and following an action policy.

  9. Guide

    Authority

    Trust granted to a source based on evidence, consistency and citation.

  10. Guide

    Digital due diligence

    Structured verification of visible footprint, assets, relationships and risks.

  11. Guide

    Entity

    A person, organisation, place, product or concept identified through attributes and relationships.

  12. Guide

    Generative Engine Optimisation

    Optimisation of presence and citation inside generative answers.

  13. Guide

    Knowledge graph

    A structured network of entities, properties and verifiable relationships.

  14. Guide

    Human in the loop

    Human validation inside an automated chain before sensitive action.

  15. Guide

    Large Language Model

    A model trained on large corpora to process and generate language.

  16. Guide

    LLM Optimisation

    Work on sources, formats and signals enabling LLM understanding, retrieval and citation.

  17. Guide

    Open Source Intelligence

    Intelligence produced from legally accessible and methodically qualified sources.

  18. Guide

    Provenance

    The chain linking a claim to its source, date and transformations.

  19. Guide

    Reversibility

    Ability to leave a tool or supplier without losing data, continuity or freedom of choice.

  20. Guide

    Search Engine Optimisation

    Optimisation of content discovery and understanding by search engines.

  21. Guide

    Weak signal

    An incomplete indicator whose trajectory may announce significant change.

  22. Guide

    Digital sovereignty

    Ability to understand dependencies and preserve technical and decision options.

  23. Guide

    Search Experience Optimisation

    Joint optimisation of visibility, understanding, journey and conversion.

  24. Guide

    Retrieval-Augmented Generation

    Generation enriched by retrieving passages from a bounded corpus.