AI Search Optimization for SMBs: getting cited, not just ranked
On 22 July 2026, Google switched on generated answers in France. Press publishers had been warned by letter three weeks earlier. Small businesses found out in their analytics. Since then, some of your prospects read an answer before reaching your site, and leave satisfied. Ranking first is no longer enough. You have to be the source that answer cites.
generated answers went live in France
of tracked searches, four days later
outbound clicks without the summary on top
visits and enquiries, with no guaranteed result
What changed on 22 July, and what it costs you
The shift was fast and it is still running. No setting to change, no choice left to anyone.
What it looks like on screen is simple. Someone searches for a provider, a solution, a price range. They first see a paragraph that answers, with three or four sources cited beside it. If satisfied, they do not scroll.
Four days after launch, a quarter of the French searches tracked already carried a generated answer. Semrush and Ahrefs measure different rates, which gives the measure of the uncertainty as much as of the phenomenon. Sources: Semrush Sensor and Ahrefs, 26 July 2026.
The measured consequence
Two neutral studies establish it. The Pew Research Center, a non-profit with no stake in search marketing, measured that a click on a classic result falls to 8 % of visits when a generated answer is present, against 15 % without.
A randomised, pre-registered experiment by Agarwal (Indian School of Business) and Sen (Carnegie Mellon) measured a drop of about 38 % in outbound organic clicks. Removing the summary when it sits at the top produces 88 % more outbound clicks, with no measurable effect when it appears lower down.
What it shifts for you
Your search work has not become useless, it has become insufficient. You can gain rankings and lose traffic in the same move, which had never happened before.
We anticipated this shift and published a guide to AI Overviews in France before they arrived. This page does not repeat it: it covers what we concretely do.
What GEO agencies sell, and why it does not hold
A new offer has appeared everywhere under the name GEO. Let us save you paying for air.
Magic markup does not exist
Google was explicit: search fundamentals remain applicable to generative features, and no specific markup or parallel method guarantees a presence in those answers.
Google went further and stated that chasing artificial mentions is ineffective too. Two official denials, on the two techniques most often sold.
The figures come from the sellers
You will read that assistant traffic converts nine times better than organic. It may be true. But the sources are agencies selling the service, on samples they do not publish.
We do not repeat them. We would rather show you what we measure on your own market, which has the advantage of being verifiable.
An agreed scope
The right scope depends on your website, audience and existing content. We start with the questions your prospects ask and the work needed to answer them well.
SEO and GEO fit within Infinity’s marketing scope from Premium. Work follows your agreed priorities and production capacity; a ranking does not guarantee a citation.
What actually gets a company cited
Here is what we work on, and why.
A study by researchers from Princeton and IIT Delhi, published at the ACM SIGKDD 2024 conference, compared nine rewrites of the same text to see which ones got picked up most in generated answers. Three levers stand out: citing credible sources, backing the point with expert quotations, and giving figures. Keyword stuffing, on the other hand, pushes visibility down. The measured gain goes up to 40 % on the researchers test bench.
Figures that are true
One point the study does not test, and that we add: figures are only worth something if they are true and attributed. A made-up number that gets picked up is a reputational liability, not a win.
Structure and expertise, our own method
Two further levers belong to our own practice rather than to that paper: a clear structure, and demonstrated expertise. They are not measured by the study, we present them as what we do. What reads well for a machine reads well for a busy executive.
Questions asked, not keywords placed
People no longer type expressions, they ask whole questions with their context. We write your pages by asking the question as it is asked, with the answer directly beneath.
A presence off your own site
For a language model, a mention of your company in a comparison or a professional discussion is already usable information, even without a clickable link.
One necessary caveat, and it follows from what Google said: this means natural mentions, not manufactured ones. Chasing fabricated mentions is precisely what the engine declares ineffective.
Which engine to target first as a French SMB
It is the first question business owners ask, and the answer varies by market.
Google, first and without hesitation
Google remains a priority when your prospects use it to find a provider. We work on accessible, useful pages and monitor qualified traffic; ranking and citation are distinct outcomes.
ChatGPT, second and for other reasons
Growing fast in France, and running on a different index. Content can be cited there without ranking in classic results. Worked less through position, more through mentions: slower, but more durable.
Perplexity and Gemini, by sector
A minority on the French market, but not negligible everywhere. We do not target them as a priority, we check whether they matter for you before deciding. That takes a few days and avoids effort that would return nothing.
The overlap trap
Overlap between the sources these engines cite is low. There is not one generative visibility to win, but several, and the same work does not win them all.
What you can check yourself, for free
Before paying anyone, including us, you can find out where you stand. Three checks, one hour, no tools.
Are your queries affected?
Type five searches your prospects would make. Not your name: the questions they ask before they know you. Count how many show a generated answer at the top. Three or four out of five, and your visibility is already substantially exposed.
What does an assistant say?
Open ChatGPT and ask the question a customer would ask. See who gets named. If it is your competitors, you already know what is missing. Then ask about your own name: what the model says about you is sometimes wrong.
Do your best pages lead somewhere?
Open your three most-visited pages and look for the link to your offer. Many well-ranked pages describe the service and offer no clickable link. The visitor reads, understands, and leaves. It takes minutes to fix.
How we work on this at Synerium
Four things, and they owe as much to our model as to our craft.
We measure your exposure, monthly
Which queries in your market show a generated answer, which do not, and how it evolves. That data exists and is accessible. It tells you which share of your visibility is exposed, instead of assuming it.
We track your presence in assistants
Querying conversational engines by question phrasing rather than keywords, because that is how people address them. You then know whether your brand appears, on which questions, and alongside whom.
We arbitrate what is still worth it
Some queries no longer return much even in good position. Others remain intact because they involve a choice, a quote, a human contact. Separating the two makes an immediate difference to your numbers.
We gain nothing from selling you a rebuild
Our clients pay a monthly subscription, not a project. When Google changes how it answers, we adapt your pages the following month, with no quote and no negotiation. That is the whole point of Synerium Infinity.
The mistakes we see most often
Paying for a technical device
The costliest error, because it feels like action. Google denied that any of this guarantees a presence. The money is spent, visibility has not moved, and nobody notices for months.
Targeting every engine at once
Splitting effort across four grounds without knowing which matter dilutes an already limited budget across three that will return nothing.
Publishing more, assuming volume compensates
A generated answer draws on a handful of sources, not hundreds. One more piece repeating what twenty others already say has no reason to be selected.
Neglecting what is said about you elsewhere
On conversational engines a natural mention in a comparison weighs more than a perfectly optimised page at home.
Acting without measuring
Many companies discover after six months that they worked ground that did not concern them. The three free checks above take an hour.
What it looks like in your subscription
SEO, content and GEO measurement are part of Infinity’s marketing scope, from Premium. Custom development is available from Ultimate. We agree which work fits your priorities and available production lines.
One service, or a whole department
Premium combines design and marketing: content, SEO, advertising materials and newsletters. You choose the priorities. Media spend and third-party services are separate; custom development starts with Ultimate.
Requests with clear priorities
Possible requests include restructuring a page, writing an article, reviewing AI answers or improving internal links. These are examples, not a monthly quota: delivery depends on complexity and production capacity.
What is AI search optimization, or GEO?
Work aimed at getting your brand cited in answers generated by engines: the summaries Google has shown in France since 22 July 2026, but also ChatGPT, Perplexity and Gemini. The discipline was formalised by researchers from Princeton and IIT Delhi, in a study published at the ACM SIGKDD 2024 conference, which compared nine rewrites of the same text to see which ones got picked up most.
Does classic SEO become useless?
No. SEO remains the foundation for Google visibility and eligibility in AI answers. A good position does not guarantee a citation, and a citation does not guarantee a click. We track rankings, qualified visits and enquiries rather than abandoning queries that bring you prospects.
What does it cost at Synerium?
SEO and GEO are available within Infinity’s marketing scope, from Premium. Requests use your plan’s production capacity and agreed priorities. Custom development requires Ultimate or a separate scope. We help select useful work without promising citations.
Do I need particular technical markup?
No. Google requires no special markup or dedicated file for AI answers. SEO fundamentals still apply: accessible pages, helpful content and internal links. Meeting these conditions guarantees neither indexing nor a citation.
Which engine should I target first?
Google first, without hesitation: by far the largest volume in France, and the work there is classic search optimization. ChatGPT second, growing fast and running on a different index. Perplexity and Gemini remain a minority, but their weight varies by sector, so we check whether they matter for you first.
How long before a result?
There is no universal timeframe. Initial observations depend on crawling, the queries tested and competition. We establish a baseline and monitor changes over time; no ranking or citation deadline is guaranteed.
Can you guarantee ChatGPT will cite me?
No, and nobody can. Models do not publish their selection criteria. What we guarantee is doing the work that improves the odds, measuring it monthly, and showing you the results unarranged.
What's the difference between Google summaries and ChatGPT?
Google answers use its search systems. Other assistants may use different sources and partners. Cited pages vary with the question and test date, so we monitor engines separately rather than treating a Google ranking as a ChatGPT citation.
Do brand mentions count without a link?
On conversational engines, yes, and that is a major difference from classic search. A mention in a comparison, a press article or a professional discussion is already information for a language model. One important caveat: this means natural mentions. Google has stated that chasing fabricated ones is ineffective, and we do not manufacture them.
How do I know if my queries are affected?
Test several searches your prospects might make and record the answers, cited sources and date. A single test does not describe your whole market. With a plan that includes marketing, we can agree regular tracking of these questions and qualified visits; the review and schedule are defined together.
Where to go next
Want to know where you stand?
Let’s identify your priority questions and the right scope. With a plan that includes marketing, we agree how to schedule the initial review and subsequent work.