SEO & GEO SEA Growth Marketing
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Web Search Visibility & Generative AI

Build a complete strategy to make your content visible, understandable and citable across search engines and generative answers.

SEO & GEO is the practice of improving an organization’s visibility across search engines and AI-generated answers by working on technical structure, content, authority, discoverability and the ability of information to be understood, verified and cited.

The pathway teaches you how to analyze search intent, structure websites and content, optimize structured data, internal linking, authority, local SEO and multimodal content, then adapt these practices to generative answer engines and AI crawlers. The 15 courses combine guided lessons, practical cases, audits, dynamic quizzes, Web research and conversational support.

By the end of the pathway, you will be able to assess SEO & GEO visibility, identify priorities, build a roadmap and defend recommendations based on verifiable data.

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5 levels: Level 1 — Foundations — 9,90 € excl. VAT Level 2 — Hands-on practice — 12,90 € excl. VAT Level 3 — Advanced practice — 15,90 € excl. VAT Level 4 — Expertise — 18,90 € excl. VAT Level 5 — Professional steering — 24,90 € excl. VAT
Preview of a lesson in the Mandragore Academy Learning Workspace

Best offer

Complete SEO & GEO Pack

🎓 Certificate : "Professional SEO & GEO" 247,50 €
📚 15 courses 📖 120 lessons ⏱ 45 to 75 h ⚡ 1800 credits included

148,50 € excl. VAT

Savings : 99,00 €

SEO Foundations Pack 3 courses Level 1 — Foundations
🎓 Certificate : SEO & GEO — SEO Foundations
📚 3 courses 📖 24 lessons ⏱ 9 to 15 h ⚡ 240 credits included

29,70 €

22,90 excl. VAT

Savings : 6,80 €

01 Level 1 — Foundations

Understanding SEO, AEO and GEO in the age of generative search

Understand the roles of SEO, AEO and GEO and how they complement one another.

Understanding the role of SEO in digital discoverability Distinguishing SEO, AEO and GEO without setting them against each other Understanding search engines, answer engines and grounding Identifying key user journeys before and after generative AI Distinguishing ranking, visibility, citation, click and conversion Understanding why SEO remains the foundation of generative experiences Defining objectives, scope and indicators for an SEO + GEO project Workshop: frame the visibility strategy of a real website
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 80 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

No advanced technical prerequisite. General familiarity with digital marketing and everyday Web use is recommended.

Learning objectives
  • Understanding the role of SEO in digital discoverability
  • Understanding search engines, answer engines and grounding
  • Understanding why SEO remains the foundation of generative experiences
  • Workshop: frame the visibility strategy of a real website
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: frame the visibility strategy of a real website
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

9,90 € excl. VAT

02 Level 1 — Foundations

Mastering crawl, indexing and technical architecture

Make a website technically discoverable, indexable and understandable by search engines.

Understanding discovery, crawling, rendering and indexing Auditing robots.txt and crawl directives Building and checking an XML sitemap Managing HTTP status codes, redirects and errors Using canonical, noindex and preview controls correctly Identifying risks from JavaScript rendering and inaccessible content Prioritizing performance, page experience and technical accessibility Workshop: audit the indexability of a website
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 80 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

No advanced technical prerequisite. General familiarity with digital marketing and everyday Web use is recommended.

Learning objectives
  • Understanding discovery, crawling, rendering and indexing
  • Building and checking an XML sitemap
  • Identifying risks from JavaScript rendering and inaccessible content
  • Workshop: audit the indexability of a website
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: audit the indexability of a website
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

9,90 € excl. VAT

03 Level 1 — Foundations

Analyzing intent, keywords and content architecture

Turn user needs into a coherent content and information architecture.

Understanding query, need, intent and context Building keyword research around user needs Clustering queries and intents without over-segmenting Mapping existing pages and content gaps Building a coherent page and URL architecture Identifying cannibalization and duplication Preparing topic clusters and internal linking Workshop: produce an intent and architecture map
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 80 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

No advanced technical prerequisite. General familiarity with digital marketing and everyday Web use is recommended.

Learning objectives
  • Understanding query, need, intent and context
  • Clustering queries and intents without over-segmenting
  • Identifying cannibalization and duplication
  • Workshop: produce an intent and architecture map
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: produce an intent and architecture map
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

9,90 € excl. VAT

Content & Architecture Pack 3 courses Level 2 — Hands-on practice
🎓 Certificate : SEO & GEO — Content & Architecture
📚 3 courses 📖 24 lessons ⏱ 9 to 15 h ⚡ 300 credits included

38,70 €

28,90 excl. VAT

Savings : 9,80 €

04 Level 2 — Hands-on practice

Creating useful, original and high-performing content

Create genuinely useful, original and user-focused content.

Defining the real purpose of a page before writing Building a useful answer to the primary intent Adding experience, evidence, examples and original value Structuring introductions, sections, summaries and direct answers Writing for users without keyword stuffing Using generative AI as an assistant with editorial control Updating, consolidating or removing weak content Workshop: rewrite a page to increase its real value
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 100 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

A working knowledge of the pathway foundations, or initial practical experience in digital marketing, acquisition, content or analytics, is recommended.

Learning objectives
  • Defining the real purpose of a page before writing
  • Adding experience, evidence, examples and original value
  • Using generative AI as an assistant with editorial control
  • Workshop: rewrite a page to increase its real value
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: rewrite a page to increase its real value
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

12,90 € excl. VAT

05 Level 2 — Hands-on practice

Optimizing titles, sections, snippets and structured data

Improve how users and search engines understand each page.

Writing a useful title that matches the page Structuring H1, H2 and H3 headings Optimizing information that may feed a snippet Using lists, tables and definitions when they improve clarity Understanding entities, attributes and relationships Choosing a relevant Schema.org vocabulary Checking consistency between structured data and visible content Workshop: audit and correct a page’s markup
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 100 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

A working knowledge of the pathway foundations, or initial practical experience in digital marketing, acquisition, content or analytics, is recommended.

Learning objectives
  • Writing a useful title that matches the page
  • Optimizing information that may feed a snippet
  • Choosing a relevant Schema.org vocabulary
  • Workshop: audit and correct a page’s markup
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: audit and correct a page’s markup
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

12,90 € excl. VAT

06 Level 2 — Hands-on practice

Building internal linking and topical authority

Organize relationships between pages to improve discovery and understanding.

Understanding the role of internal linking Identifying pillar pages, supporting pages and orphan pages Building descriptive and natural anchor text Reducing unnecessary depth for important content Connecting content through real relationships Consolidating pages that compete with each other Measuring internal flow and weak areas Workshop: rebuild the internal linking of a set of pages
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 100 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

A working knowledge of the pathway foundations, or initial practical experience in digital marketing, acquisition, content or analytics, is recommended.

Learning objectives
  • Understanding the role of internal linking
  • Building descriptive and natural anchor text
  • Consolidating pages that compete with each other
  • Workshop: rebuild the internal linking of a set of pages
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: rebuild the internal linking of a set of pages
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

12,90 € excl. VAT

Authority & Search Surfaces Pack 3 courses Level 3 — Advanced practice
🎓 Certificate : SEO & GEO — Authority & Search Surfaces
📚 3 courses 📖 24 lessons ⏱ 9 to 15 h ⚡ 360 credits included

47,70 €

35,90 excl. VAT

Savings : 11,80 €

07 Level 3 — Advanced practice

Developing authority, reputation and quality links

Strengthen credibility, mentions and links without artificial tactics.

Understanding why authority is not just link count Evaluating backlink relevance, context and quality Identifying mentions and editorial opportunities Creating resources that genuinely deserve to be cited Building a digital PR approach Avoiding mass link buying, artificial exchanges and link networks Tracking new links, lost links and reputation Workshop: build a defensible mention-acquisition plan
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 120 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

A working knowledge of the pathway foundations, or initial practical experience in digital marketing, acquisition, content or analytics, is recommended.

Learning objectives
  • Understanding why authority is not just link count
  • Identifying mentions and editorial opportunities
  • Avoiding mass link buying, artificial exchanges and link networks
  • Workshop: build a defensible mention-acquisition plan
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: build a defensible mention-acquisition plan
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

15,90 € excl. VAT

08 Level 3 — Advanced practice

Mastering local SEO and geographic visibility

Improve an organization’s presence in local search experiences.

Understanding local intent and proximity Structuring useful, non-duplicated local pages Keeping name, address, phone and opening hours consistent Optimizing a business profile without overpromising Managing reviews, responses and local reputation Using local structured data consistently Measuring calls, directions, leads and visits Workshop: audit an organization’s local visibility
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 120 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

You should already master the pathway foundations or have equivalent experience. Advanced courses build on concepts, metrics and methods introduced earlier.

Learning objectives
  • Understanding local intent and proximity
  • Keeping name, address, phone and opening hours consistent
  • Using local structured data consistently
  • Workshop: audit an organization’s local visibility
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: audit an organization’s local visibility
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

15,90 € excl. VAT

09 Level 3 — Advanced practice

Optimizing images, video and multimodal content

Make images, video and media discoverable, accessible and consistent.

Understanding the role of media in search Optimizing file names and image context Writing useful and accessible alt text Building landing pages suitable for images Preparing video, transcript and metadata Connecting text, image and video around the same entities Measuring the visibility of multimodal content Workshop: audit a media-rich page
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 120 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

You should already master the pathway foundations or have equivalent experience. Advanced courses build on concepts, metrics and methods introduced earlier.

Learning objectives
  • Understanding the role of media in search
  • Writing useful and accessible alt text
  • Connecting text, image and video around the same entities
  • Workshop: audit a media-rich page
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: audit a media-rich page
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

15,90 € excl. VAT

GEO & Generative Search Pack 3 courses Level 4 — Expertise
🎓 Certificate : SEO & GEO — GEO & Generative Search
📚 3 courses 📖 24 lessons ⏱ 9 to 15 h ⚡ 420 credits included

56,70 €

42,90 excl. VAT

Savings : 13,80 €

10 Level 4 — Expertise

Understanding AI Overviews, AI Mode, Copilot and ChatGPT Search

Understand the observable mechanics of generative search experiences.

Understanding grounding and source retrieval Understanding AI Overviews and AI Mode from a publisher perspective Understanding Bing, Copilot and Web-grounded answers Understanding ChatGPT Search and discovery of public content Distinguishing engine, crawler, index and generative answer Understanding complex queries and query fan-out Identifying measurement and comparison limits across platforms Workshop: analyze the presence of a topic across several engines
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 140 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

You should already master the pathway foundations or have equivalent experience. Advanced courses build on concepts, metrics and methods introduced earlier.

Learning objectives
  • Understanding grounding and source retrieval
  • Understanding Bing, Copilot and Web-grounded answers
  • Understanding complex queries and query fan-out
  • Workshop: analyze the presence of a topic across several engines
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: analyze the presence of a topic across several engines
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

18,90 € excl. VAT

11 Level 4 — Expertise

Creating content that is easy to retrieve, verify and cite

Improve the clarity, verifiability and granularity of citable content.

Making a page understandable without external context Writing direct answers and precise definitions Breaking a complex topic into self-contained sections Using tables, lists and comparisons when they clarify Supporting claims with evidence and sources Maintaining dates, authors and update information Reducing ambiguity and contradictions across formats Workshop: turn a page into a more citable resource
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 140 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

You should already master the pathway foundations or have equivalent experience. Advanced courses build on concepts, metrics and methods introduced earlier.

Learning objectives
  • Making a page understandable without external context
  • Breaking a complex topic into self-contained sections
  • Maintaining dates, authors and update information
  • Workshop: turn a page into a more citable resource
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: turn a page into a more citable resource
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

18,90 € excl. VAT

12 Level 4 — Expertise

Managing AI crawlers, access, indexing and content controls

Configure search-engine and AI-crawler access without accidentally blocking discovery.

Distinguishing search crawlers, user agents and training crawlers Understanding the role of Googlebot and Bingbot Understanding OAI-SearchBot, GPTBot and ChatGPT-User Understanding Google-Extended and its limits Configuring robots.txt without accidentally blocking search Using noindex, nosnippet and preview controls Documenting an access policy aligned with site objectives Workshop: audit and correct a complete robots policy
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 140 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

You should already master the pathway foundations or have equivalent experience. Advanced courses build on concepts, metrics and methods introduced earlier.

Learning objectives
  • Distinguishing search crawlers, user agents and training crawlers
  • Understanding OAI-SearchBot, GPTBot and ChatGPT-User
  • Using noindex, nosnippet and preview controls
  • Workshop: audit and correct a complete robots policy
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: audit and correct a complete robots policy
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

18,90 € excl. VAT

Professional Strategy Pack 3 courses Level 5 — Professional steering
🎓 Certificate : SEO & GEO — Professional Strategy
📚 3 courses 📖 24 lessons ⏱ 9 to 15 h ⚡ 480 credits included

74,70 €

48,90 excl. VAT

Savings : 25,80 €

13 Level 5 — Professional steering

Measuring SEO and visibility in AI answers

Build an SEO and GEO measurement framework without mixing incompatible metrics.

Defining SEO KPIs by objective and page type Reading impressions, clicks, CTR and queries in Search Console Connecting sessions, engagement and conversions in Analytics Using Bing Webmaster Tools for crawl and performance Analyzing AI Performance and cited pages when available Identifying referrals from ChatGPT and other sources Building a dashboard without mixing incompatible metrics Workshop: produce a monthly SEO + GEO report
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 160 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

You should already master the pathway foundations or have equivalent experience. Advanced courses build on concepts, metrics and methods introduced earlier.

Learning objectives
  • Defining SEO KPIs by objective and page type
  • Connecting sessions, engagement and conversions in Analytics
  • Identifying referrals from ChatGPT and other sources
  • Workshop: produce a monthly SEO + GEO report
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: produce a monthly SEO + GEO report
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

24,90 € excl. VAT

14 Level 5 — Professional steering

Running an SEO + GEO audit and prioritizing actions

Turn an SEO + GEO diagnosis into an executable roadmap.

Preparing the scope and objectives of the audit Auditing crawl, indexing and architecture Auditing content, intent and internal linking Auditing structured data, media and trust signals Auditing authority, reputation and local visibility Auditing crawler access and eligibility for generative surfaces Prioritizing by impact, effort, risk and dependencies Workshop: produce a 30/60/90-day roadmap
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 160 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

You should already master the pathway foundations or have equivalent experience. Advanced courses build on concepts, metrics and methods introduced earlier.

Learning objectives
  • Preparing the scope and objectives of the audit
  • Auditing content, intent and internal linking
  • Auditing crawler access and eligibility for generative surfaces
  • Workshop: produce a 30/60/90-day roadmap
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: produce a 30/60/90-day roadmap
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

24,90 € excl. VAT

15 Level 5 — Professional steering

Complete professional SEO & GEO project

Design, defend and measure an end-to-end SEO + GEO strategy.

Framing business objectives and audiences Establishing the technical and indexing diagnosis Building the target intent map and architecture Improving content, structure, data and internal linking Defining the authority, local and multimodal strategy Configuring and documenting AI crawler access Building the dashboard, measurement protocol and improvement cycle Final workshop: present and defend the SEO + GEO strategy
📚 8 lessons ⏱ 3 to 5 h 🎯 Quiz included ⚡ 160 credits included
Course information
Target audience

Digital marketing leads, SEO managers, content managers, consultants, publishers and professionals responsible for improving organic visibility and presence in generative answers.

Prerequisites

You should already master the pathway foundations or have equivalent experience. Advanced courses build on concepts, metrics and methods introduced earlier.

Learning objectives
  • Framing business objectives and audiences
  • Building the target intent map and architecture
  • Configuring and documenting AI crawler access
  • Final workshop: present and defend the SEO + GEO strategy
Target skills
  • Apply the methods and tools covered in the course to a representative marketing situation.
  • Produce a usable analysis, action plan or deliverable by combining the concepts covered: present and defend the SEO + GEO strategy
  • Interpret the relevant data and metrics to support a reasoned decision.
  • Check quality, risks and limitations before making a professional recommendation.
Estimated duration

3 to 5 h

Price

24,90 € excl. VAT