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

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Writing content that ranks and gets cited: the SEO copywriting method

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Last updated on

28/10/2026

Chapter 01

Example H2
Example H3
Example H4
Example H5
Example H6

SEO copywriting means writing content that ranks on Google and gets cited by generative engines (AI Overviews, ChatGPT, Perplexity): a page that answers an intent, reads quickly on screen and relies on verifiable proof.

 

This guide is for B2B marketing and content leads who produce with an in-house team, external writers or AI. It helps you decide which format to produce, what the brief must contain, how to control quality and when to update a page.

 

Start from search intent to choose the format

 

A query expresses a problem to solve. Before writing, state the page promise in one sentence: who reads it, what they gain from it and what their next step is. The guide on search intent explains how to tell definition, method, comparison and purchase apart.

 

Length follows intent, never the other way round: Google imposes no length, and observed benchmarks put an informational article at 1,500–2,500 words and a complete guide at 2,500–4,000 words (Backlinko, 2026). The table links each intent to a format:

 

IntentExpected formatIndicative lengthSuccess signal
Informational (understand)Article, definition, step-by-step method1,500–2,500 wordsImpressions, AI citations, internal clicks
Broad informational (master a topic)Reference guide, pillar page2,500–4,000 wordsLong-tail rankings, backlinks earned
Commercial (compare)Comparison, landing page with proofDepends on the criteria to coverClicks to the offer, demo requests
Transactional (act)Product page, service pageShort, focused on proofConversion rate
Navigational (brand)Brand page, contact, offerShort and up to dateFast access to accurate information

 

The success signal is no longer limited to the click: 60% of searches end without a click (Semrush, 2025). For an informational page, being displayed or cited matters as much as the visit.

 

Analyse the SERP without copying

 

The SERP shows what Google validates for an intent. The aim is not to rewrite competing pages, but to identify:

 

  • the winning format (guide, list, step-by-step, category page);
  • missing angles (proof, steps, definitions, common mistakes);
  • implicit expectations (YMYL topic, level of expertise, terminology).

 

Apply an originality rule: same topics, different structure, with your own examples and proof.

 

One page, one intent: avoid cannibalisation

 

When several pages target the same intent, Google hesitates and signals get diluted; if it ranks "the wrong page", your structure must make the reference page clear. The fix is editorial: designate the reference page, then give each supporting page a distinct promise, linked to it explicitly.

 

The brief: making production executable

 

A useful brief is not a keyword list. As a contract between whoever commissions and whoever writes (in-house, external or with AI), it replaces subjective feedback ("I like it, I don't") with observable criteria. It contains:

 

  • Query and intent: the main query, the dominant intent and the page promise in one sentence;
  • Reader and angle: the target profile, their level (beginner, expert, decision-maker) and the angle chosen against the SERP;
  • Hn outline: the proposed H2s and H3s, with the goal of each section;
  • Sources and proof: authorised sources, validated and dated figures, examples;
  • Tone and exclusions: the register, vocabulary to avoid, forbidden promises;
  • Internal links and CTA: pages to link, anchor text and the action expected from the reader;
  • Approval and maintenance: who approves what, and the date of the first review.

 

Feed it with the SERP, the queries already captured in Search Console and the objections raised by sales. Plan extractable formats in it (short definition, steps, table, mini-FAQ), which help both Google's snippets and generative engines. For recurring pages (service pages, product pages), turn it into a template: same sections, same proof rules.

 

Writing for the screen: hierarchy, readability and tone

 

Web writing means writing to be understood quickly on screen: readers scan, read on smartphones and come back to a specific section. SEO copywriting adds alignment with an intent and a SERP, and citability by generative engines.

 

Build the Hn hierarchy

 

The detailed rules are in the guide to H1, H2 and H3 tags; remember the essentials:

 

  • one unique H1, which announces the topic and the promise;
  • H2s for the major expected answers (definition, method, measurement);
  • H3s for sub-problems, objections and use cases;
  • subheadings that summarise the answer rather than a vague theme;
  • no duplication: if two sections answer the same question, merge them.

 

Run a maturity test: if you can remove a tenth of the text without losing information, that tenth was filler.

 

Paragraphs, lists and tone

 

Lead with the essential at the start of each section (inverted pyramid), then expand. On screen, a paragraph does not exceed three to five lines; beyond that, add a subheading or an actionable block. Switch to a list for steps and to a table for a comparison.

 

Set the tone in the brief (educational, direct, expert) and keep it from one page to the next: in B2B, accuracy beats fine writing. The CTA extends the intent: read a related resource for an informational page, see a demo for a commercial page, buy or get in touch for a transactional page.

 

Cover the topic, not a keyword

 

Keyword density is not a target: precision comes from proof and examples, not repetition. Three queries show that a popular phrase hides several intents and several expected content types:

 

  • "salon de jardin" (garden furniture) shifts between informational (materials, care, sizes), comparison (resin or aluminium) and purchase; it calls for a buying guide with a comparison table and FAQ;
  • "hôtel à paris" is transactional but splits into facets (arrondissement, budget, near a station, parking); it calls for faceted pages and short answers such as "which area suits which need";
  • a generic B2B query may require a guide (method, steps, criteria) or a decision page (comparison, risks, compliance): only the SERP decides.

 

Read it aloud: if you can hear the repetition, vary it with synonyms, related terms and entities.

 

Title and meta description: promise without overpromising

 

Put the topic at the start of the title to stay readable on mobile, then a differentiating angle (method, scorecard, comparison). The meta description states what the reader will learn, with a credibility cue and a soft call to action. An impossible promise wins clicks but loses trust.

 

Getting cited by generative engines

 

Generative engines (AI Overviews and AI Mode on Google, ChatGPT, Perplexity) cite pages that are indexed, structured, up to date and attributable to an identifiable source. When a generated answer appears, value shifts from the click to the citation. Generative Engine Optimisation (GEO) therefore extends SEO without replacing it, because a poorly indexed or poorly ranked page has little chance of being cited.

 

Structure citable answers

 

Structure weighs directly on citation: pages with an H1-H2-H3 hierarchy are cited 2.8 times more by AI, and 80% of cited pages use lists (State of AI Search, 2025). These benchmarks, detailed in our GEO statistics, justify deciding on formatting at the brief stage:

 

  • a short definition, in one or two sentences, at the top of the section;
  • a direct answer to the question asked by the heading, from the first sentence;
  • steps in lists and comparisons in tables;
  • an FAQ with short questions and self-contained answers;
  • one topic per section, so that an isolated extract stays accurate.

 

Entities, sources, author and freshness

 

A generative engine more readily reuses what it can attribute, and the risk is also being cited incorrectly. Work on four signals:

 

  • Stable entities: the same terms and definitions across the whole cluster, one reference page per concept;
  • Named, dated sources: "according to X (year), Y" rather than "we see that";
  • Identifiable author: an author, a publishing entity, "about" and "contact" pages that make the source attributable;
  • Visible freshness: update date, refreshed figures, perishable sections monitored.

 

Designing long-lasting pages is covered in the guide to evergreen content.

 

Quality control: scorecard, risk level and fact-checking

 

Quality content is useful, accurate and verifiable. Google's Helpful Content system, built into the core algorithm since March 2024, assesses this usefulness; the March 2024 spam policies target scaled content abuse, meaning volume production without added value. Quality control therefore decides whether a page deserves to be published.

 

The five-pillar scorecard

 

A scorecard rated from 0 to 2, shared from the brief onwards, makes review objective; the level of control rises with the risk:

 

PillarQuestion to askStandard controlEnhanced control (high risk)
UsefulnessIs the promise kept from the start?Editorial reviewApproval by a subject-matter expert
AccuracyTerms defined, figures sourced and dated?Check of key figuresCross-checking of every structuring claim
ClarityLogical Hn structure, short paragraphs, lists?Structure checkStructure and terminology check
CompletenessSteps, mistakes, limits and FAQ present?Comparison with the SERPReview of limits and edge cases
FreshnessPerishable elements identified and dated?Scheduled review dateVisible date, change history

 

The same scorecard sets different standards depending on the page type:

 

  • article: clear promise, quick answer, actionable sections, explicit next step;
  • landing page: one-sentence promise, proof, objections handled (timelines, integration, security), minimal friction;
  • reference guide: stable architecture, reusable examples, perishable sections identified;
  • product page: benefits before features, proof, differentiation criteria, FAQ on objections.

 

Adapt control to risk (YMYL)

 

The more a page influences a sensitive decision (health, finance, legal, high business stakes), the stronger the proof and expert review must be:

 

  • high risk: primary sources first, mandatory expert review, change history, visible update date;
  • moderate risk: cross-checked sources, editorial review, full scorecard;
  • low risk: structure and consistency check, verification of key figures.

 

E-E-A-T (experience, expertise, authoritativeness, trustworthiness) serves as a benchmark for calibrating this level. It is the framework used by Google's quality raters, not a score or a ranking factor; "experience" was added to it in December 2022.

 

Fact-checking: verify before publishing

 

Fact-checking prevents loss of trust, all the more so because an error picked up by a generated answer spreads quickly:

 

  • Source: favour primary sources (official documentation, Search Console data, regulatory texts);
  • Cross-check: at least two sources for figures and claims that drive a decision;
  • Trace: record who approved what, when and within what scope;
  • Date: set a review date and monitor perishable sections.

 

No quote, testimonial or social proof is ever invented.

 

AI in SEO copywriting

 

Google does not penalise content because it is AI-generated: it judges its usefulness, and sanctions scaled production without added value. AI helps with research, outlining, the first draft and rewriting; it replaces neither expertise, nor proof, nor the brand's voice.

 

The guide to AI-assisted writing details these uses, the prompts and the verification protocol; the question of AI content detection is covered separately. The quality control described above applies in every case.

 

Measure and update

 

Connect each page to an objective before publishing it: one page may attract poorly qualified traffic, whilst another converts but remains underexposed.

 

Three to five KPIs that trigger a decision

 

Each indicator must lead to an action. Visibility data comes from Google Search Console, business contribution from Google Analytics 4:

 

KPIToolDecision
Impressions and rankingsGoogle Search ConsolePrioritise pages close to the top 10
Clicks and CTRGoogle Search ConsoleRewrite title and meta if impressions are high and CTR is low
Pages cited by generative enginesLog of answers on target queriesStrengthen structure, sources and definitions of missing pages
Internal clicks and micro-conversionsGoogle Analytics 4Review internal links and CTAs of pages that retain poorly
Leads and assisted contributionGoogle Analytics 4Choose the pages to expand or consolidate

 

A single update cadence

 

Plan maintenance like a product, with a single rule: a quarterly review of the pages that carry traffic, and a rebuild when intent has shifted. The review handles quick wins (title and meta, mini-FAQ, dated proof, definition) and spots pages that cannibalise each other.

 

A rebuild is decided when the SERP has changed in nature, for example when comparisons replace guides: you then rework the outline and the angle. Keep a change log (date, hypothesis, action, result) to connect each change to its effect.

 

Diagnose a declining page

 

When a page loses rankings or clicks, diagnose before rewriting:

 

CauseObserved signalAction
Intent shiftThe SERP moves from a guide format to a comparison formatAdjust the outline, add the missing block, realign the promise
Less attractive snippetStable impressions, falling CTRRework title and meta, sharpen the angle
Enriched competitionRival pages fresher and better structuredAdd proof, examples and priority sections; clarify entities
CannibalisationTwo pages split the same queriesDesignate the reference page, merge, strengthen internal linking
ObsolescenceGradual decline, dated figures or examplesRefresh proof and dates, review perishable sections

 

Measure before and after over a comparable period, and only iterate with a hypothesis: the goal is not to change things often, but to know what worked.

 

Depending on your situation

 

Depending on your starting point, continue with the relevant resource:

 

  • You are launching or relaunching a blog: editorial line, categories and internal linking are covered in the guide to creating a blog that generates traffic.
  • You need to decide what to produce and in what order: objectives, audit, portfolio and calendar belong to a content strategy aligned with the business.
  • You are translating that strategy into keywords and SERPs: rely on the SEO content strategy.
  • Your site already has many pages: a content audit decides page by page whether to keep, update, merge or delete.
  • You are connecting your content to acquisition and leads: content marketing organises formats, distribution and buyer journeys.
  • You need to justify the content budget: the guide to content marketing ROI covers costs, attribution and the business case.

 

To chain brief, production and control on a single platform, Incremys' content production module manages production, human or AI-assisted, from the brief. At the time of writing, the Content Factory adds a network of supervised writers, with brief and quality control.

 

FAQ: common questions about SEO copywriting

 

What is SEO copywriting?

 

SEO copywriting means writing content that ranks on Google and gets cited by generative engines. It starts from search intent, structures the page for quick reading on screen and backs every claim with verifiable proof. Its success criterion is not the presence of a keyword, but how useful the page is to the reader.

 

How long should an SEO article be?

 

Google imposes no length: it follows search intent. An informational article needs less depth than a reference guide, and a transactional page or a definition can stay short. The right benchmark is a complete answer, where each section answers a distinct question, with no digression or filler.

 

How do you write to be cited by ChatGPT or AI Overviews?

 

To be cited, a page must be indexed, structured, up to date and attributable to an identifiable source. Place a short definition or a direct answer at the top of each section, use hierarchical headings, lists and an FAQ, name and date your sources, and make the author visible. Organic ranking remains the way in.

 

Does Google penalise content written with AI?

 

No, Google does not penalise content because it is AI-generated: it judges its usefulness. Its March 2024 spam policies do, however, target scaled content abuse, meaning volume production without added value. AI-assisted copy must therefore pass the same quality control as human-written copy.

 

How often should you update content?

 

Review the pages that carry traffic every quarter, and rebuild a page when search intent has changed. The quarterly review handles quick wins: title and meta, dated proof, definitions, mini-FAQ. A rebuild reworks the outline and the angle when the SERP changes format. A change log connects each action to its effect.

 

What is an SEO brief?

 

An SEO brief is the document that makes a page's production executable by any writer, human or AI-assisted. It sets the query, intent, angle, Hn outline, authorised sources and proof, tone, internal links and expected CTA. It replaces subjective feedback with observable criteria.

 

Web writing vs SEO copywriting: what is the difference?

 

Web writing aims to be understood quickly on screen; SEO copywriting adds visibility on Google and citation by generative engines. The first works on readability, hierarchy and tone. The second also aligns each page with an intent, a SERP and a set of linked pages, without cannibalisation.

 

How do you avoid over-optimisation and Google penalties?

 

Write for intent first: a page that answers quickly and well reduces the temptation to repeat. Do not target any keyword density, vary wording with synonyms, related terms and entities, and reserve one dominant intent for each page. If the page feels written for Google when you read it as a prospect, it is over-optimised.

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