Tech for Retail 2025 Workshop: From SEO to GEO – Gaining Visibility in the Era of Generative Engines

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Organic SEO training: the SEO & GEO skills to acquire and how to choose

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Last updated on

24/10/2026

Chapter 01

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Learning SEO is no longer about collecting tips. Between zero-click Google results and AI engines that cite their sources, organic SEO training must teach you to diagnose, prioritise, fix and measure. This guide is for B2B marketing, SEO and content leads and their teams: the SEO & GEO skills to acquire by level, a level test, what a programme must cover, how to choose between formats and offers, and hands-on practice with Google's free tools.

 

Why learn SEO & GEO now

 

The landscape has changed faster than training programmes: 60% of searches end without a click (Semrush, 2025). On Google, more than 50% of searches show an AI Overview (Squid Impact, 2025), and AI Mode has been available in France since summer 2026. A brand can therefore gain visibility without gaining clicks, or lose clicks while still ranking well. The benchmarks for this new landscape are gathered in our GEO statistics.

 

SEO targets rankings in search engine results; GEO (Generative Engine Optimisation) targets citation in the answers of ChatGPT, Perplexity, Gemini or AI Overviews. Both rely on intent, trust signals (E-E-A-T) and page experience. Training today therefore means learning to prioritise: what to fix first, how to prove impact, and how to document your decisions to prevent regressions.

 

The SEO & GEO skills grid by level

 

Upskilling is easier to manage with a shared skills grid. The table below describes, for each of the five domains, what you can do at each skill level (beginner / intermediate / advanced). Use it to place a team member, set the objective of a training course and check afterwards that the objective has been met.

 

DomainBeginnerIntermediateAdvanced
TechnicalUnderstands crawling, indexing and rankingIdentifies a blocker (noindex, canonical, redirect) and proves it with URL InspectionPrioritises fixes by template and checks for regressions
ContentChooses a keyword and optimises a page's title, heading structure and internal linksWrites a brief based on intent and the SERPOrganises topic clusters and plans content updates
AuthorityKnows what makes a link valuable and what makes it riskyChooses the pages to strengthen and frames link acquisitionCreates content that earns mentions
MeasurementReads the Search Console Performance reportSeparates impressions, CTR and position to explain a drop; links pages to conversions in GA4Sets up a before / after protocol on 10–20 pages, on a constant scope
AI presenceKnows what a citation in a generative answer isStructures a page to make it citable (definitions, lists, sources)Tracks citations question by question and the consistency of the brand's entities

 

The proof expected at each level

 

A level is demonstrated by work produced, not by an attendance certificate. Here is what each level should be able to show:

 

  • Beginner: five optimised pages and the tracking of their impressions and clicks in Search Console.
  • Intermediate: a mini audit (technical, content, authority) on a limited scope, with prioritised recommendations.
  • Advanced: a 6–12-week roadmap and contextualised results (what changed, when, and why).

 

Test your level in six questions

 

Before choosing a programme, ask yourself these six questions. If you answer "no" to four or more, aim for a beginner or intermediate course:

 

  • Can you explain a traffic drop by separating impressions, CTR and position?
  • Can you identify an indexing problem (noindex, canonical, duplication) and prove it?
  • Can you sort fixes into blockers, optimisations and nice-to-haves?
  • Can you build internal linking that serves your key pages?
  • Can you measure a project before / after on 10–20 pages?
  • Can you frame link acquisition without risk (anchors, pace, quality)?

 

Complete this with a field test. Select ten organic landing pages, form three hypotheses (technical, content, links), propose a prioritised action plan and define the indicators to track. If you get stuck on proof, prioritisation or measurement, that is where the training should focus.

 

What an SEO & GEO training programme must cover

 

A programme is judged by what you can do at the end, not by the list of topics covered. The table matches each block with a verifiable skill and a typical exercise, ideally carried out on your own website.

 

BlockSkill at the endTypical exercise
TechnicalTell apart what blocks crawling or indexing (robots.txt, sitemap, canonicals, redirects, Core Web Vitals (LCP, INP, CLS))Check the indexing of a directory and document three fixes
ContentStart from intent and structure the informationWrite two briefs based on SERP analysis
AuthorityChoose the pages to strengthen and measure the effect of links earnedList the pages close to the top 10 to strengthen first
MeasurementConnect Search Console and GA4, read a before / afterBuild a dashboard: impressions, clicks, CTR, conversions, indexed pages
AI presenceMake a page citable and track its citations question by questionRewrite a page with definitions, lists and sources
PrioritisationRank actions by impact and effortTurn an audit into a prioritised, dated action list

 

Diagnose before you fix

 

The audit block is the most structuring: it teaches you to turn signals into decisions. A good module follows four steps:

 

  • collect the signals (Search Console, GA4, crawl, speed);
  • form hypotheses about the "why";
  • test (rendering checks, segmentation, before / after comparison);
  • fix, then validate the effect on the same scope.

 

If a course has you produce nothing (mini audit, briefs, dashboard), you leave with concepts, not a method.

 

Training formats: beginner, advanced, certified or in-house

 

The right format depends on your starting point and on what you need to prove. Each has its limit:

 

FormatWho it is forLimit
BeginnerBeginners who need to understand the mechanisms, the key tags and initial tracking in Search ConsoleCovers the basics, not prioritisation or complex cases
AdvancedPeople already exposed to SEO who want to move from page-by-page work to a scalable approachAssumes real prerequisites: without an entry test, an "advanced" course often stays intermediate
CertifiedPeople who need to prove a level (internal mobility, tenders)Takes more time; its value depends on how it is assessed
In-houseTeams that need to share a method and a vocabularyDepends on an available lead and a roadmap that is actually followed

 

In-person, online or hybrid

 

In-person training accelerates learning thanks to pace, interaction and immediate feedback. Online learning works if you turn it into practice: fixed time slots, exercises on your site, feedback and checks on what you have learned. Its main risk is knowledge without application: you understand the concepts, but you do not implement them. In B2B, hybrid combines both, with a shared online foundation followed by workshops on your internal cases (templates, conversion pages, categories).

 

What a certification proves, and what it does not

 

A certification attests that an assessment took place. It is only worth as much as that assessment: a multiple-choice test alone validates concepts, not the ability to manage performance. Prefer programmes that grade a capstone project (full audit, defensible roadmap, before / after measurement), assessed at the end and, ideally, again a few weeks later. Being "certified" does not mean being valued: your verifiable results count for more.

 

Training your team in-house

 

In-house, effectiveness comes from a simple roadmap that the team follows and updates:

 

  • Quick wins (one to two weeks): key pages, titles, internal linking, obvious indexing fixes.
  • Structural projects (one to three months): templates, CMS rules, performance, architecture.
  • Editorial calendar: planned publications and updates.
  • Review: each trained person presents a before / after on their scope to the team.

 

Track verifiable indicators: indexed pages within the scope, critical errors, clicks on fixed pages on a constant scope, and conversions in GA4.

 

How to judge a training course: criteria and warning signs

 

Compare programmes on observable criteria rather than on their promises, using a single grid applied to every offer.

 

Observable criteria

 

Check these six points in the detailed syllabus:

 

  • Coverage: technical, content, authority, measurement and AI presence.
  • Practice: exercises on a real site, with evidence-based feedback.
  • Real level: explicit prerequisites and a level test at entry.
  • Assessment: a graded practical case or audit, rather than a simple attendance certificate.
  • Method: impact and effort prioritisation, before / after testing, rather than a list of tips.
  • Follow-up: coaching, a later assessment or a follow-up audit after the session.

 

Warning signs

 

Four signs should make you rule out a programme, whatever its format:

 

  • Unrealistic promises: Google releases 500–600 algorithm updates per year (SEO.com, 2026), and no one can guarantee a ranking.
  • One-size-fits-all recipes: the same advice for every site, without diagnosis.
  • Over-optimisation: forced keyword density, duplicated pages, risky links.
  • No real cases: no exercises on a site, no feedback, no measurement.

 

Adapting your choice to your role

 

The same grid applies to everyone, but the emphasis changes with your role:

 

  • Marketing lead: trade-offs, governance (who publishes, who approves) and measurement.
  • Agency: audit and brief templates, quick diagnosis across different CMSs.
  • Content team: topic clusters, cannibalisation, content updates.
  • B2B SaaS: conversion pages, expert content and tracking through to leads.

 

Funding depends on your status and the training provider: check it on the course's official listing.

 

Self-training with Google's free tools

 

Free resources let you acquire the basics, provided you practise on a real site. Four tools cover the essentials:

 

  • Google Search Console: Performance, Page indexing, URL Inspection and sitemaps reports.
  • Google Analytics 4: session sources, including chatgpt.com and perplexity.ai, and conversions from organic landing pages.
  • PageSpeed Insights: Core Web Vitals (LCP, INP, CLS) of your key pages.
  • Google Search Central: the official documentation, to avoid dubious interpretations.

 

At the time of writing, Search Console counts appearances in AI Overviews and AI Mode in the Performance report, without separating them from the rest. AI presence must therefore also be tracked by other means, covered in the GEO section.

 

A 30/60/90-day plan

 

Each concept follows the same cycle: learn it, apply it to your site, fix, then measure. The plan below organises this on a given scope:

 

  • Weeks 1 and 2: set up Search Console, optimise five key pages, fix three simple technical issues, establish a baseline.
  • Days 15–30: choose a scope (a category, a directory, a page type), carry out a mini audit, deploy 5–10 fixes, measure.
  • Days 31–60: high-impact technical work (indexability, performance), internal linking, missing content.
  • Days 61–90: briefs and checklists, first link building actions, review of qualified traffic and conversions.

 

The limits of self-training

 

Self-training fails on three points: no feedback (you do not see your mistakes), blind spots (technical work and link building poorly framed) and poor prioritisation (too many nice-to-have tasks). This is the point at which structured training or occasional support pays off.

 

Learning GEO alongside SEO

 

Learning GEO is less about hacking AI and more about strengthening content so it can be reused accurately. SEO fundamentals remain the foundation. The table sets out what GEO adds and how to practise it.

 

SkillWhat you learnHow to practise
Sources and verifiabilityMake a claim, then prove it: data, methodology, definitionsAdd a source and a date to every claim on a key page
EntitiesClarify who does what (brand, products, experts) and align vocabularyList the brand's names, synonyms and acronyms, then harmonise them
Citable structureClear heading hierarchy, lists, tables when they compare, helpful FAQsRestructure a page and compare its citations before / after
Citation measurementKnow whether the brand is named or linked in answers, question by questionQuery ChatGPT, Perplexity and Gemini on your target questions; track AI sessions in GA4

 

Structure directly affects citation: pages with an H1-H2-H3 hierarchy are 2.8x more likely to be cited by AI engines (State of AI Search, 2025). To go further, read our guide to generative engine optimization and our analysis of the shift from SEO to GEO.

 

Governance: consistency and quality control

 

GEO is also an organisational matter: avoiding contradictions between pages, protecting key messages and maintaining consistency over time. You keep Search Console and GA4, and add editorial quality control (sources, update dates, definitions, brand alignment). Automating briefs or updates speeds up the work, provided you keep human validation and measurement.

 

Depending on your situation

 

Choose your next step based on the need that brought you here:

 

  • You are starting from scratch: begin with the fundamentals of organic SEO.
  • You work with developers: technical SEO training shows how to read, prioritise and get a problem fixed without being a developer.
  • You write or commission content: web writer training describes the SEO, GEO and AI skills expected, level by level.
  • You are targeting Google Discover: Google Discover training covers eligibility, selection and reading performance.
  • You want a complete method: follow our SEO audit method.
  • You are equipping your team: compare the SEO tools useful for practice.
  • You also run paid acquisition: Meta Ads training covers Ads Manager, measurement and account governance.

 

To practise on a real diagnosis, the Incremys 360 SEO & GEO audit maps your site's keywords and pages and shows, keyword by keyword, whether your brand is named in AI answers, whether your domain is cited or used as a source, or whether it is absent.

 

FAQ on organic SEO training

 

How long does it take to become independent in SEO?

 

Allow a first 90-day cycle of practice to become independent on a limited scope, provided you apply each concept to a real site. A short format helps you get started; a longer programme builds prioritisation and measurement habits. Independence shows in your results, not in the number of hours you have attended.

 

Do you need to know how to code to learn SEO?

 

No. Basic HTML helps you read a page and talk to developers, but the essential skill is opening Search Console and understanding what you are looking at. Technical SEO is mainly about diagnosing, prioritising and writing a clear recommendation; the fix itself is usually handled by the technical team.

 

Is an SEO certification worth anything?

 

It is worth as much as its assessment. A multiple-choice test validates concepts; a graded project (audit, roadmap, before / after measurement on a real case) demonstrates the ability to manage performance. For an employer as for a client, your work and your results carry more weight than the certificate's title.

 

Can you teach yourself with Search Console?

 

Yes, for the basics. The Performance, Page indexing and URL Inspection reports let you learn to explain a drop, prove an indexing problem and measure a before / after. What you will lack is feedback from someone else and prioritisation on complex cases.

 

Is GEO learnt separately from SEO?

 

No, it is learnt as an extension of SEO. The fundamentals stay the same: intent, structure, sources, authority. GEO adds entity consistency, citable structure and the measurement of citations in the answers of ChatGPT, Perplexity, Gemini or AI Overviews. A programme that covers GEO without an SEO foundation leaves you with no measurement method.

 

Should you train your team or hire?

 

Train if the team already knows the product and the customers, and if a lead can drive a roadmap. Hire if no one can own prioritisation and measurement. Either way, share a common skills grid: it helps set objectives, assess progress and split roles between marketing, content and technical teams.

 

Should you learn link building from the start?

 

Start with the principles: what makes a link valuable, what makes it risky and how to choose the pages to strengthen. Link acquisition comes later, once technical work and content are under control. A programme that starts with buying links, without diagnosis or measurement, should raise a red flag.

 

How do you know whether a training course has paid off?

 

Compare your pages with themselves, before and after. Set a baseline on 10–20 pages, apply the fixes you learnt, then track impressions, clicks, CTR, indexing and conversions over a consistent window. The training has paid off when you can explain what changed, when and why, without outside help.

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