Establish a fact before deciding
Identify sources and entities, qualify evidence, then frame options and their limits.

COMMAND CENTER / INDEX
Nineteen operational dossiers covering capabilities, methods, deliverables and limits before an assignment begins.
READING PATHS
A real problem often crosses several disciplines. These four paths show a useful reading order and what each step contributes.
Identify sources and entities, qualify evidence, then frame options and their limits.
Diagnose discovery, give each content item a role, then measure answers and user journeys.
Define uses and ownership, bound agent actions, then test dependencies and the exit route.
Observe without amplifying, establish what is true and choose a proportionate, reversible response.
01 / SECTOR
Turn sources, signals and public footprints into safer decisions.

OSINT, monitoring, ecosystem mapping and digital due diligence by Alexis Roux ZG.
Open dossierAI-generated illustration

Strategic monitoring, weak signals, ecosystem surveillance and decision alerts by Alexis Roux ZG.
Open dossierAI-generated illustration

Digital reputation diagnosis, semantic footprint and response scenarios by Alexis Roux ZG.
Open dossierAI-generated illustration

Alexis Roux ZG notes on AI, search, OSINT, reputation and digital sovereignty.
Open dossierAI-generated illustration
02 / SECTOR
Organise a presence understood, trusted and correctly represented by search and AI assistants.

SEO, SXO, AEO, GEO, LLMO and digital authority by Alexis Roux ZG.
Open dossierAI-generated illustration

Alexis Roux ZG expertise: AI, OSINT, SEO, SXO, GEO, reputation, private agents and digital sovereignty.
Open dossierAI-generated illustration

Alexis Roux ZG, an independent digital strategist operating since 1999.
Open dossierAI-generated illustration
03 / SECTOR
Connect intent, experience, evidence, AI citations and editorial architecture in a measurable visibility system.

Strategic guide to SEO, SXO, GEO, AEO and visibility in AI answers by Alexis Roux ZG.
Open dossierAI-generated illustration

Guide to LLMO, AI citations, generative visibility measurement and answer reliability by Alexis Roux ZG.
Open dossierAI-generated illustration

Guide to editorial architecture, internal linking, expert content and topical authority by Alexis Roux ZG.
Open dossierAI-generated illustration

Evidence doctrine, source qualification, confidence levels and explicit correction by Alexis Roux ZG.
Open dossierAI-generated illustration

Measurement protocol for SEO, GEO, LLMO, AI citations and entity accuracy by Alexis Roux ZG.
Open dossierAI-generated illustration
04 / SECTOR
Build agents, architecture and rules that remain controlled over time.

Private AI agents, controlled automation and editorial systems designed by Alexis Roux ZG.
Open dossierAI-generated illustration

AI governance, usage policies, risk, evaluation and human control by Alexis Roux ZG.
Open dossierAI-generated illustration

Sovereign architecture, dependencies, resilience and information governance by Alexis Roux ZG.
Open dossierAI-generated illustration
05 / SECTOR
Audit, arbitrate, coordinate and transfer with explicit senior accountability.

Strategic audit of digital presence, architecture, visibility, risk and governance by Alexis Roux ZG.
Open dossierAI-generated illustration

Independent direction of complex digital assignments, arbitration, coordination and quality control by Alexis Roux ZG.
Open dossierAI-generated illustration

Audit, OSINT, reputation, AI visibility and mission-direction scenarios by Alexis Roux ZG.
Open dossierAI-generated illustration

Contact Alexis Roux ZG for confidential work in digital strategy, AI, OSINT or algorithmic influence.
Open dossierAI-generated illustration
No dossier matches this search.
INDEX / RECORDS
Open the records that specify what to keep and what to check before deciding.
DEEPER READING / PRACTICE
The aim is to make the need, choices and next steps clear to everyone involved. Defining the scope is useful when it helps people make decisions and check the effects of an action.
Editorial supplement added on .
The reader doubts between several close areas: influence, reputation, measurement or governance. Starting from the expected decision helps to choose the main file and the complementary methods.
Formulate the question with an action verb: compare, correct, verify, deploy or transmit. Then look at the limits of the file to determine what requires a more accurate guide.
Reading all the files in order can produce a lot of information without solving the initial need. A consistent selection is better than an exhaustive exploration without a question of beginning.
A reading path combines a need-definition folder, a execution guide and a control tool. Keeping the questions open allows you to prepare for the next step.
Starting with a delimited case allows to confront intentions with real constraints. In this case, specify the purpose, the available information and the person who can arbitrate. Then extend the scope when the first observations justify that change, rather than fix all the steps on the basis of unverified assumptions.
When presenting the results, separate the decisions taken from the topics still open. A expected result must be described accurately enough so that the team can recognize its achievement. The next checkpoint focuses on a observable change and provides for what to be revised if the result is not obtained.
PRACTICAL CASE / WORKED EXAMPLE
The following case illustrates an approach to defining the need. Situations are pedagogical: they serve to examine the choices and conditions of success, without describing a fulfilled mission or announcing a guaranteed result.
An organisation discovers an inexact presentation in a generated response. The problem touches its image, but the first useful action is to find the source of the information recovered.
Identify the inexact proposal and the sources displayed. Select a need definition folder and then a verification method. Then look at the reference pages that the organization can correct.
The course combines research, verification and editorial improvement. Each file plays a precise role instead of being read as a complete response to all dimensions of the problem.
Their contributions are explicit. Designing the main question and then the complementary methods helps to avoid parallel analyses that use different criteria or repeat.
Choose an action whose role in the problem is explicit, check the requirements and designate a manager. describe what will show improvement. The first step should also produce useful information if the result is not the expected, so that the choice is revised instead of automatically extending the plan.
A short report can record question, options, choices, reason and next control. The detailed subjects remain linked to the report for a thorough reading. Updating decisions when their conditions change is more useful than accumulating accounts made without indicating the actions and responsibilities that arise from them.
DETAILED WORKSHOP / APPLICATION
This workshop offers a five-step sequence to apply the page labels. The entries, observations and conclusions are kept together in order to facilitate the verification and recovery of the work.
Formulate the requested decision or verification. Select a main folder and highlight the guides, tools or sources that may complement this first reading.
Summarize in a few lines what the file brings if necessary. Select a method for concrete operations and a support to keep the results. Check the consistency between these three resources.
If several files also seem relevant, start the most urgent action. Others can illuminate consequences or dependencies without becoming all the starting points.
The path is consistent when each resource has a distinct role: to understand, execute or control. Selected links should reduce open questions rather than repeat the introduction.
Keep the reading path with the initial question and the points still to be clarified. This note helps to restart the research without starting the corpus exploration again.
ANNOTATED WORKING DOCUMENT / REVIEW GRID
The work document connects a main file, a method and a control support. It specifies the question addressed by each resource and the subjects left open.
On a small screen, scroll the grid horizontally to read all three columns.
| Observation | Supported interpretation | Next step |
|---|---|---|
| The resources have distinct contributions. | The path covers the definition of need, execution and preservation without major redundancy. | Start with the resource that illuminates the most immediate decision. |
| Two cases only take the same context. | The research brings few new elements to solve the issue. | Choose a more precise method and limit the introductive readings. |
| The tool is not in line with the method. | The continuity between explanation and application remains incoherent. | Search for a support whose fields reflect entries and outlets from the protocol. |
The final verification verifies that each link has a role. A useful path should allow to say what the reader will know or can do after each step, without claiming to solve all the neighboring subjects.
REPORTING / EXAMPLE WORDING
A reading path is not a proof that all dimensions of need are covered.
Present the contribution of each resource and the subjects it leaves open.
The chosen file provides the definition of the main need. The guide and the associated tool deal with the operations described; the other questions remain identified separately.
Where to start?
Choose your question. Each path connects existing methods, useful sources and an outcome you can document. Stop at the step that answers your need.
Each dossier presents inputs to gather, three work stages and limits to review. Open the relevant plan, then compare it with the dossier deliverables.