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

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GEO tools: specialist tool or integrated platform, what to prioritise

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Last updated on

1/11/2026

Chapter 01

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You are a B2B marketing or SEO lead and you want to know whether ChatGPT, Perplexity, Gemini or Google's AI Overviews cite your brand, and then prove it. GEO tools promise this measurement, with scopes that vary widely from one offer to the next.

 

This page does not rank tools: it lists the functions a tool must cover, compares specialist tools, integrated platforms and SEO suites, and gives a method for reading their data. The overall framework is set out in our guide to Generative Engine Optimization.

 

What a GEO tool must do, before deciding which one to buy

 

A GEO tool serves a decision. The right question is not "which is the best tool" but "which functions am I missing to know where I am cited, and what to produce next". The market moves fast: a grid of functions ages better than a list of names.

 

The tool fits into a familiar journey: presence audit, choice of questions and personas, production, authority, measurement. It equips each of these steps; it replaces none of them. A useful GEO tool meets three needs:

 

  • Observe: record, on a fixed question set, what each engine answers and whom it cites.
  • Explain: identify the sources engines prefer to yours and the pages you are missing.
  • Act and prove: turn findings into content to produce, then compare each page with itself, before / after.

 

The functions to check in a GEO tool

 

The baseline has seven functions. For each one, the table says why it matters and what you check in a demo, on your own questions rather than those of another sector.

 

FunctionWhy it mattersWhat you check
Presence by question and by engineAnswers vary from one engine to anotherRaw answer and visible sources, engine by engine
AI presence by keyword (4 states)Brand named, domain cited, domain as source or absentAll four states recorded, not a simple yes / no
AI Overview by keywordA keyword carries a SERP and an AI OverviewWhether the overview appears and the sources cited in it
Sources cited on your questionsShows whom the engines prefer to youCited domains, question by question, with history
Brief and productionFindings must become published contentBrief by persona, questions to address, GEO instructions
AI traffic in GA4Links presence to visits and conversionsSessions by source: chatgpt.com, perplexity.ai, Gemini…
Before / after reportingShows change, page by pageEach page compared with itself, before / after

 

Track presence by question, by keyword and by engine

 

By question and by engine: the raw answer before the score

 

A question carries an answer requested from ChatGPT, Perplexity or Gemini; it has no SERP. The tool asks each question in your set to each tracked engine, then records whether the brand is named, whether the domain is cited or whether it appears as a source. For each record, it must keep:

 

  • the exact question and its versioned wording;
  • the engine queried and the date of the record;
  • the full answer, as the engine gave it;
  • the sources cited and the brands named in the answer.

 

By keyword: four states and the AI Overview

 

A keyword, by contrast, carries a SERP and an AI Overview. AI Overviews and AI Mode have been available in France since summer 2026 and cite their sources. The tool must tell you, keyword by keyword, whether an overview appears and what your state is: brand named, domain cited, domain as source or absent.

 

These four states avoid the "cited / not cited" trap. Being named without a link, linked without being named, or present only as a source does not call for the same action.

 

Cited sources: knowing whom the engines prefer to you

 

Knowing that you are absent does not tell you what to do. The list of domains cited on your questions, with its history, shows whom the engines prefer to you. The action differs depending on the type of source ahead of you:

 

  • a competitor: a page to produce or restructure on the same question;
  • a media outlet or third-party site: a mention or a link to secure on that site;
  • a community platform: a presence to build where the discussion takes place.

 

From findings to action: brief, production and reporting

 

Action comes before measurement: a tool that observes without helping you produce leaves most of the work outside its scope.

 

Brief and production: where citations are won

 

The production building block starts from a brief written by persona, bearing in mind that one keyword can target several personas. Check that the brief the tool proposes contains at least:

 

  • the search intent and the target persona;
  • the topics to cover and the questions to address;
  • the expected semantic field;
  • GEO instructions: brand, spelling variants, topic.

 

The editor writes; it does not measure. Whether a passage is extractable is a matter of writing; indexing and AI crawler access belong to a separate control checklist.

 

Reporting: compare each page with itself

 

Useful reporting compares each page with itself, before and after publication or an update. On tracked questions, it classifies citations as gained, lost, stable or no baseline; a question that was not tracked before publication has no "before". It speaks of time-based correlation, never causation.

 

Search Console and GA4: what you already measure without a dedicated tool

 

Before buying, look at what your free tools already see. They provide two solid signals.

 

Search Console: AI Overviews and AI Mode counted together

 

At the time of writing, Google Search Console counts impressions and clicks from AI Overviews and AI Mode in the Performance report, without separating them. You cannot isolate the effect of an AI overview; you can, however, track a page on its keywords before and after an update.

 

GA4: referral traffic from generative engines

 

Google Analytics 4 sees the visits sent by generative engines, by session source: chatgpt.com, perplexity.ai, Gemini… A dedicated segment that excludes Bing traffic tracks their volume and conversions. These two tools leave three blind spots:

 

  • zero-click answers, where the brand is named without a visit;
  • presence in ChatGPT, Perplexity or Gemini on your questions;
  • the sources engines cite instead of you.

 

A GEO tool is justified by these blind spots; if it does not cover them, it duplicates what you already have.

 

Specialist tool, integrated platform or SEO suite: what should you prioritise?

 

Three families of tools share the market, plus the in-house protocol. They do not cover the same scope and do not serve the same teams:

 

Tool typeWhat it coversWhat it does not coverWho it is for
Specialist AI tracking toolPresence by question and by engine, historyBrief, production, link with SEOTeams that already have their production chain
Integrated GEO & SEO platformDiagnosis, brief, production, before / after reportingNiche tracking on a single engineTeams that must produce and prove
Classic SEO suiteRankings, SERPs, keywords, technicalAnswers from ChatGPT, Perplexity or GeminiTeams focused on SEO alone
In-house protocol (spreadsheet)Exploration on a few priority questionsVolume, repetition, history, alertsTest phase, before any purchase

 

SEO suites track rankings, not answers. The real trade-off is between a specialist tool and an integrated platform.

 

Specialist: measurement depth, integration debt

 

Specialist tools excel at fine-grained question tracking, engine by engine. Two risks recur: low actionability (you see an absence without knowing what to produce) and methodological opacity, as weightings and question wording are not always documented.

 

Integrated: short execution, measurement to check

 

Integrated platforms reduce friction: from diagnosis to tracking, everything lives in the same workflow. The opposite risk applies: AI measurement that is too coarse prevents you from proving progress. Check that it records answer, sources, engine and history, question by question.

 

The in-house protocol: when it works, when it breaks

 

At the exploration stage, a spreadsheet is enough: you define your strategic questions, query several engines and record citations, sources and variations, with a stable analysis grid. This approach stops scaling as soon as you need to:

 

  • track dozens or hundreds of questions;
  • consolidate answers that vary from one record to the next;
  • produce alerts on a lost citation;
  • connect AI presence to visits and conversions.

 

How to compare GEO tools without bias

 

Comparing on the strength of a demo is risky: answers vary and methods are sometimes opaque. Test each candidate on a fixed protocol (same questions, same engines, same period) with this grid:

 

CriterionQuestion to askWarning sign
Engine coverageWhich engines, in which languages?Only one engine tracked, no French
Custom questionsCan I import and version my questions?Imposed list of generic questions
TransparencyCan I see the raw answer and the sources?Single score, no answer to consult
ReproducibilityHow many records per question and per period?Single record presented as definitive
ActionabilityWhat should I produce or fix next?Findings with no recommendation or related content
IntegrationsAre Search Console, GA4 and the CMS connected?Manual export for every report
GovernanceWho edits the questions, who validates?No permissions and no change history

 

A tool that promises a "position" in ChatGPT measures something that does not exist: answers do not form a stable ranking.

 

Reading the data from a GEO tool

 

Generative engines are not deterministic: the same question can produce different answers depending on the model, the session and the wording. A serious tool shows this variability instead of smoothing it away. The following rules make the data readable:

 

  • Fixed set: the same questions, worded the same way, from one record to the next.
  • Repetition: several records per question, to tell trend from noise.
  • Constant frequency: a stable recording rhythm, decided before the first report.
  • Separate engines: ChatGPT, Perplexity, Gemini and AI Overviews each read on their own, never averaged.

 

Blending engines into a single score hides what matters, because each one chooses its sources in its own way. Progress on Perplexity can mask a decline on ChatGPT. The same logic applies to personas.

 

Finally, read changes as correlations: if citations rise after a publication, look at what moves in Search Console and GA4, without concluding that the page "generated" the citation.

 

Choose according to your maturity and organisation

 

Your needs depend less on your size than on your complexity: number of domains, languages and offers, and content volume. The choice usually follows this progression:

 

  • Exploration: an in-house protocol on your priority questions, to validate the value before any purchase.
  • SMEs: start small, check data quality on your questions, then widen the set.
  • Mid-market: an actionable diagnosis and recurring reporting, with questions by offer or vertical.
  • Multi-site or multi-country enterprise: governance, permissions, history and standardised measurement by language.
  • Teams that produce a lot: an integrated platform, so findings become a brief without re-keying.

 

In every case, define your questions and personas first. Without this work, even the most complete tool will precisely measure topics that are secondary for your offer.

 

Depending on your situation

 

Depending on where you are, continue with one of these resources:

 

  • You are setting up your method: the full journey, from presence audit to measurement, is described in the guide to GEO referencing.
  • You are preparing a technical review: the GEO checklist covers indexing, AI crawler access and page structure.
  • You are setting your indicators: the article on GEO KPIs gives the single set of measures and their source.
  • You report to leadership: the GEO reporting template organises the reading by persona and by page.
  • You are looking for a classic SEO suite: the comparison of SEO tools covers rankings and SERPs, not generative answers.

 

Incremys is an integrated GEO & SEO platform. At the time of writing, its 360° GEO & SEO audit establishes the diagnosis, maps your keywords and records their AI presence in the four states; the brief by persona then feeds the GEO editor, and reporting tracks rankings, citations by question and AI traffic, page by page, before / after.

 

FAQ on GEO tools

 

Which tool should you use to track your visibility in ChatGPT?

 

You need a tool that asks ChatGPT a fixed set of questions, repeatedly, and keeps the raw answer with its sources. For each question, it records whether the brand is named, whether the domain is cited, whether it appears as a source or whether it is absent.

 

Does Search Console measure AI Overviews?

 

Yes, at the time of writing Search Console counts impressions and clicks from AI Overviews and AI Mode in the Performance report. It does not separate them: you therefore track how a page changes before and after an update, without isolating the specific effect of the AI overview.

 

Does GA4 see traffic coming from ChatGPT?

 

Yes, GA4 sees the visits sent by ChatGPT when the user clicks on a cited source. They appear by session source, such as chatgpt.com or perplexity.ai. Answers in which the brand is named without a click, however, remain invisible in GA4.

 

Do you need one tool per engine?

 

No, a single tool that covers the engines your audience uses is enough, provided it reads them separately. ChatGPT, Perplexity, Gemini and AI Overviews choose their sources differently: an average score across all engines hides the gaps. Check that reports can be filtered by engine.

 

What types of GEO tools exist depending on the use case?

 

There are specialist tracking tools, integrated GEO & SEO platforms and classic SEO suites. The first measure presence by question and by engine, the second connect diagnosis, production and reporting, and the third track SERPs. An in-house protocol is suitable for exploration.

 

Which criteria should you use to compare GEO tools without getting it wrong?

 

Compare them on a fixed protocol: same questions, same engines, same period. Then check engine coverage, import of your own questions, access to the raw answer and sources, repetition of records, and integrations with Search Console, GA4 and the CMS.

 

Which integrations are essential in a GEO tool?

 

Search Console, GA4 and the CMS are the essential integrations. Connected via API, the first two automate the reading of clicks, AI traffic and conversions; the CMS syncs the content inventory. Without them, every report relies on manual exports and measurement does not hold up over time.

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