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mhdteto/README.md

Mohammed Teto — AI Reputation & Authority Strategist. Building authority in the age of AI.

Mohammed Teto

AI Reputation & Authority Strategist · Working internationally

I help leaders and organizations strengthen how they are discovered, understood and represented across web search and generative AI—through clear identity, verifiable evidence and credible sources.

SEO · AEO · GEO · Entity Optimization · AI Search Intelligence

Discuss your project — Private Authority Assessment Website — mohammedteto.com Connect with Mohammed Teto on LinkedIn

For leaders · For organizations · Explore the method

Start with the method

Authority Architecture System →
The public operating companion to my six-layer method: perception, narrative, entity, evidence, search optimization and governance. Includes templates, a measurement protocol and a fictional worked example.

Audit → Structure → Measure

Public tools and working materials for a documented, repeatable review. Choose the part of the problem you need to examine.

01 / Audit — Observe the page and identity signals

01 · Audit the foundations

  • Search & AI Discoverability Checker — inspect a public page's technical signals, including robots directives, canonicals, JSON-LD and one sitemap. A technical observation, not an indexation or AI-visibility verdict.
  • Entity Consistency Auditor — compare supplied profile observations with an approved identity record across languages and markets. Offline; no automatic identity verification.

02 / Structure — Connect identity, claims and evidence

02 · Structure the identity and evidence

  • Authority Evidence Mapper — map claims to supplied evidence reviews, including contrary evidence and review gaps. Human reviewers assess support.
  • Entity Structured Data Kit — five connected JSON-LD examples and an offline educational validator for a defined structural subset.

03 / Measure — Record answers, citations and context

03 · Measure explicit observations

  • AI Citation Tracker — analyze imported answers and explicit citation URLs, keeping engine, model, interface, language and market separate. Export HTML, CSV and JSON; no live AI queries.
  • Measurement protocol — define prompts, dates, sampling conditions and comparability before interpreting a change.

Research and field guides

International Reputation Source Map · Executive Authority Playbook

AI Visibility Audit Kit · GEO Prompt Audit Dashboard · llms.txt Generator · Morocco research

Examples are labeled as fictional where applicable. These resources illustrate methods and technical work, not client outcomes or guaranteed rankings, AI citations or recommendations. A source URL or a clean structural report alone does not establish that a claim is true.

Work with me

For an international leader or organization facing fragmented identity, weak source evidence or inconsistent representation in search and AI, the starting point is a Private Authority Assessment: a scoped review and a prioritized roadmap.

Discuss your project → · Read the research · contact@mohammedteto.com

Enterprise technology background, with experience advising business decision-makers. This is my independent advisory practice and public research.

Casablanca, Morocco · International engagements · English & French

Pinned Loading

  1. authority-architecture-system authority-architecture-system Public

    Public operational companion to Mohammed Teto’s six-layer method for AI reputation, entity clarity, evidence and authority in web search and AI answers.

    Python 1

  2. search-ai-discoverability-checker search-ai-discoverability-checker Public

    Bounded Python checks for public-page HTTP, robots directives, canonicals, sitemaps and internal-link signals. JSON/HTML evidence, no ranking score. By Mohammed Teto — AI Reputation & Authority.

    Python 1

  3. entity-consistency-auditor entity-consistency-auditor Public

    Offline Python tool for reviewing identity consistency across supplied profiles, languages and markets. JSON, CSV and HTML reports. By Mohammed Teto — AI Reputation & Authority.

    Python 1

  4. authority-evidence-mapper authority-evidence-mapper Public

    Offline Python tool for mapping claims to human-reviewed sources, preserving contrary evidence and review gaps. JSON, CSV and HTML reports. By Mohammed Teto — AI Reputation & Authority.

    Python 1

  5. entity-structured-data-kit entity-structured-data-kit Public

    Five connected JSON-LD examples for Person, Organization, ProfilePage and Article, with an offline educational validator, documented limits and reproducible reports.

    Python 1

  6. ai-citation-tracker ai-citation-tracker Public

    Offline analysis of explicit citations in supplied AI answer observations. Comparable groups, uncited-answer denominators and reproducible HTML, CSV and JSON reports.

    Python 1