GEO Expert
Be the answer, not the absence
"Which local charity helps with school support?", "What IT provider works with small municipalities?", "How do I get my organisation cited by ChatGPT?" — these questions now get a ready-made answer, written by an AI that names three organisations and ignores all the others.
If yours isn't in the answer, you don't exist for the person who asked. GEO (Generative Engine Optimization) is the discipline that makes your organisation one of the sources AIs cite — on ChatGPT, Gemini, Perplexity, Claude and Copilot.
We practise it with a requirement you will not find anywhere else: your content, your data and your results stay in Europe — and we tell you exactly what does leave, and why.
/100
Two AIs read your site — here is what they understand.
For reference:
- alliancemana.com100/100
The test is private — nothing is published.
What we do differently
- A fully sovereign chain Our audits, monitoring and production run on French infrastructure, with AI hosted in France (GDPR art. 28, outside the reach of the US CLOUD Act). No client content is ever sent to an American tracking tool. For public bodies, associations and NGOs bound by data-residency requirements, this is not a sales pitch — it is your compliance constraint, honoured end to end.
- An ecosystem of sources, not an isolated website AIs cite organisations they encounter repeatedly, across independent sources. We operate our own network — a national directory, data platforms, thematic sites — that the models learn to consult. No one else can place your content inside that trust graph.
- Monitoring that doesn't stop at the audit Most engagements end with the report. Our Sonar subscription measures, every month, what the AIs say about you — and alerts you the moment a competitor appears or an answer turns factually wrong.
- Honestly stated timelines AI engines absorb new content over 4 to 12 weeks. An already well-ranked site sees its first citations within 3 to 8 weeks; a recent site must build foundations first. We will tell you which case is yours, with the numbers. We never promise a citation by a fixed date, because no one honestly can.
Our services
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"AI Footprint" Audit
€1,990 excl. VAT
A three-week engagement, delivered as a written report and a review call. You leave with a quantified picture of your presence across the five major AI engines, and a plan.
- Scoping session (1 hr): together, we build 30–50 prompts representative of your actual audience.
- Visibility assessment: citation rate per engine, timestamped screenshots, and the three organisations the AIs cite in your place — with the analysis of why.
- Technical diagnosis: AI crawler permissions, schema markup page by page across your 10–20 strategic URLs, real indexability, and your content's capacity to be quoted verbatim in an answer.
- Ecosystem analysis: your presence in our source network, and the plan to turn it into an authority signal.
- A ~20-page report: baseline, competitive gaps, prioritised 3–6-month roadmap, honest per-engine timelines. The prompt panel becomes the one used for your monthly monitoring.
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Sonar
€299 excl. VAT/month
Continuous monitoring of what the AIs say about you. No lock-in; cancellable from month three.
- Every month: your prompt panel queried across ChatGPT, Gemini, Perplexity, Claude and Copilot.
- A concise report: citation rate per engine, 1- and 3-month trends, raw answer captures.
- Tracking of the competitors identified at the audit: their appearances on your prompts.
- Alert within 5 business days if an AI stops citing you, a competitor appears, or an answer about you becomes factually wrong.
- A quarterly 30-minute call with a human: act now, or wait — we decide together.
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AI Presence
€990 excl. VAT/month
To turn measurement into presence. Sonar included.
- 2 GEO-first pieces of content per month: written to be cited (direct answers, sourced data, structured FAQ), JSON-LD markup and integration included.
- Monthly optimisation of 2 existing pages, reformatted to be extractable by an AI.
- One 30-minute monthly scoping session to align topics with your news.
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Territory Authority
€1,990 excl. VAT/month
The full engagement for organisations that want to own the questions of their territory: local authorities, federations, businesses with regional ambitions. Sonar included.
- 4–6 GEO-first pieces per month.
- External authority work: targeted mentions in the sources AIs consume — local media, sector directories, our ecosystem's pages, co-citations between partner organisations.
- Schema markup extended across your entire site.
- Advanced reporting: Share of Voice per engine and per territory, twelve-month curves.
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Enterprise, multi-site, multi-language
On request, from €3,500/month
Multiple domains, multiple panels, several languages, consolidated reporting per entity. Twelve-month minimum engagement, quarterly steering committee.
Request a scoping call →
What we won't tell you
You will meet offers promising you'll be "recommended by ChatGPT in 30 days", or "money-back guaranteed" on the same timeframe. These promises cannot be honoured in good faith: models absorb content on 4-to-12-week cycles. We prefer to show you measured curves, dated screenshots, and real timelines. It is slower to sell — and it is the only thing that holds.
You will also see AI-visibility tracking for under €300 a month. Look at the chain: in most cases, your content and answers transit through a US tool, and the "report" is a document generated without human intervention. Always ask two things before committing: where the data is hosted, and who writes the report.
FAQ
How soon will I see results?
Depending on your starting point: 3–8 weeks for a site already well ranked, 2–4 months for a decent but unoptimised site, 4–8 months for a recent site, longer in sensitive sectors. The audit tells you precisely which case is yours, and the Sonar shows progress month after month.
Does GEO replace traditional SEO?
No — and be wary of anyone claiming it does. SEO ranks you in Google; GEO makes you a source the AIs cite. The two reinforce each other. Our GEO services add to what you have; they don't demolish it.
Where is my data hosted?
On sovereign infrastructure, in France: that is where your data, our analyses and your reports are stored and processed. One nuance we state plainly, because measuring AI visibility makes it unavoidable: the engines we query — ChatGPT, Gemini, Perplexity, Claude, Copilot — are operated outside the EU. What we send them are public questions about your organisation, the same anyone could type. Never your internal content, your documents or your files. For public-sector and associative organisations under data-residency obligations, the engagement fits your constraints from day one — and we will put that distinction in writing.
We are a small organisation — is this for us?
On local and niche queries, competition is thin: a few well-built pieces of content are often enough to get cited, where saturated markets take years. Start with the audit; add Sonar if you want to keep watching.
What happens if an AI says something false about us?
That is one of the situations Sonar detects as a priority: you are alerted within 5 business days, with the capture of the wrong answer and our reading of the levers to correct it — models realign with reliable sources when those are numerous and consistent enough.
Can I cancel the Sonar subscription?
Yes, any time from month three, no fees, no formalities. We prefer you stay because the service serves you, not because a contract holds you.
Who are you?
Alliance MANA, a French non-profit association (association loi 1901) based in Brittany, delivering the GEO Expert service as part of a civic-technology ecosystem anchored in the European non-profit sector. Data sovereignty is not our marketing angle; it is our operating constraint — we built everything on it.
Invoicing and VAT?
Invoices are issued by Alliance MANA, a French non-profit association. Prices are shown excl. VAT. All prices in euros.
Request an audit
The "AI Footprint" Audit is the gateway to all our services: without a measured baseline, no serious engagement is possible — including ours.
A few fields are enough. Anything not marked required is optional — we will fill in the rest together during the scoping session.
Reply within 2 business days, with a proposed slot for the scoping session · Your data is never resold — MANA charter.
