ENT practice · Fez
1 to 38
citations in AI answers · 3 weeks
“Which ENT doctor in Fez accepts new patients quickly?”
#1 POSITION
Your brand won China. Now own the answers in Europe.
We audit what ChatGPT, Claude and Gemini answer about your category, in French and in English.
L'audit à la française.
Made at Station F, Paris · audit under your brand · quote within 24 h
Audit · excerpt FR + EN · 50 queries / model
“quelle est la meilleure marque de voiture électrique ?”
Cited: Tesla, Renault. Not you.
“best electric car for families in Europe”
No source cited
“which Chinese EV brands can I trust?”
Weak sources. Your angle.
“meilleure alternative à Tesla”
Weak sources. Your angle.
“best value smartphone in France”
No source cited
Your category has open answers in French and English. The first documented brand takes them.
NOBODY OWNS THE ANSWER L'AUDIT À LA FRANÇAISE FROM CHINA TO THE WESTERN ANSWERS MADE AT STATION F · PARIS FR + EN · 50 QUERIES PER AI IN CROISSANT WE TRUST OUI, BAGUETTE. ALSO, DATA. QUOTE IN 24H
01 · The verdict
France knows BYD. The AIs still answer Tesla.
Ask a European or American AI for the best electric car brand: the household Chinese name rarely comes first. That gap between fame and citations is exactly what we measure, and what we close.
01.
Famous is not cited
Everyone in Europe knows the big Chinese brands. But ask the AIs for the best in the category and they answer with the local incumbents. Fame does not transfer. Citations do.
02.
The narrative is controlled. Just not by you.
Western media, Western blogs and Western comparisons feed the AI answers. Until your story exists in French and in English, others write it for you.
03.
Nobody owns the answer. Yet.
On most categories we audit, high-volume French and English queries have no cited source at all, or sources so weak the spot can be taken with the right angle.
02 · The method
La Méthode. Fifty queries per AI, in French and in English.
We ask the Western AIs about your category
About fifty real queries per model (ChatGPT, Claude, Perplexity, Gemini), in French and in English: category best-ofs, alternatives to the incumbents, trust questions, purchase intent, brand voice.
We measure who gets cited, and what it's worth
Each query is matched against known search volumes to estimate the weight of each position. You see your competitors, the incumbents, and the orders of magnitude behind every answer.
You get the map. Then we take the places.
Red: nobody is cited, the spot is vacant. Amber: weak sources, winnable with the right angle. A document under your brand, with prioritized queries. Then, if you say go, we claim those places for you, in French and in English.
How to read the statuses VACANT no source cited · WINNABLE weak sources, angle to find · TAKEN brands already own the answer.
03 · Measured results
1 to 38 citations. Three weeks.
Citations measured in AI answers on each client's strategic queries, then the #1 position taken on the ones that matter. The same machine now runs for brands entering the French and English markets.
Youse · ride-hailing, Basque Country
0 to 33
citations in AI answers · since tracking began
“What's the best taxi alternative in Biarritz?”
#1 POSITION
Chinese Business Club · Paris
8 to 30
citations in AI answers · since tracking began
“What's the best executive business club in Paris?”
#1 POSITION
04 · The studio
Oui, we are the French guys.
La Tour Eiffel
La baguette
Le croissant
Le béret
Le vin
In croissant we trust. And in data, even more: nobody reads the French and English answers better than the locals.
Datarologist is built at Station F in Paris, the largest startup campus in the world. We live inside the markets you want to win: we read the French press, we know the European codes, we speak the language of the sources the AIs cite. Your bridge from China to the Francophone and Anglophone answers.
Le charme, c'est bien. Les chiffres, c'est mieux.
(Charm is nice. Numbers are better.)
Headquarters
Station F, Paris
48.8339° N, 2.3706° E
Why the locals win
Your Western narrative, run by Westerners. We write and place the French and English content the AIs actually read: media, comparisons, documentation. European rigor, GDPR native.
05 · The audit
An audit first. The rest, if the map justifies it.
We don't sell blind optimization promises. The audit establishes the facts: where you're cited, where the incumbents are, where nobody is. Then, if there are places to take, we take them: documented content in French and English, citation tracking, defended position. Already cited? We push you to #1 and keep you there.
The audit's depth adapts to your market (number of queries, models covered, level of detail). You get a quote within 24 hours.
The Datarologist audit
- Map of your positionings in French and in English: category best-ofs, alternatives, trust queries, purchase intent
- Who the Western AIs cite today on each query: the incumbents, your rivals
- Estimated volumes per query: what each position is worth
- The gap map: vacant (red) and winnable (amber) spots, prioritized
- Recommended actions to take the first places, and to defend the ones you hold
On quote
Branded PDF document
06 · Questions
The questions we get before people sign
My brand is already famous in Europe. Why would I need this?
Famous is not the same as recommended. Everyone in France knows BYD; ask an AI for the best electric car brand and it still answers Tesla or Renault first. The audit measures the gap between your fame and your citations. Then we close it, and we defend it.
Which markets and languages do you cover?
The Francophone and Anglophone markets: France and Europe first, the US and other English-speaking markets with them. We audit and produce content in French and in English, the two languages the Western AIs read most on these markets.
How is this different from classic SEO?
SEO optimizes your position in a list of links. We work on your presence inside the answers themselves: when ChatGPT, Claude, Perplexity or Gemini recommend a solution, our job is to get you cited, ideally first. The two reinforce each other, but the judge has changed.
How do you estimate search volumes in AIs?
By extrapolating Google search volumes (Ahrefs data): we match each AI query against equivalent Google queries and apply observed ratios. It's an estimate, the most reliable available today, and the audit presents it as such, with the source orders of magnitude.
What exactly does the audit contain?
About fifty real queries tested per AI model, the brands cited on each one, estimated volumes, the map of your positionings (generic, per-platform, competitor alternatives, purchase intent), the map of vacant and winnable spots, and prioritized recommendations. All in a document under your brand.
How long before results show?
It depends on your industry and the competition on your queries. On vacant spots, the first citations can appear within weeks: an ENT practice went from 1 to 38 citations in three weeks. On queries already owned by incumbents, it takes longer.
Does it work for my industry?
We've audited and positioned very different profiles: a medical practice, a regional ride-hailing service, a Paris business club, SaaS companies. Cars, phones, appliances, fashion, apps: if Western customers ask AIs questions about your category (and they do), your market can be mapped. The audit shows it to you, numbers included.
Are you “gaming” the AIs?
No. We document what actually exists: your services, your expertise, your proof. Most companies have simply never written the content AIs look for when they answer. We produce it properly, the way an agency runs your social media, only better informed.
Who is behind Datarologist?
A French team working from Station F in Paris, the world's largest startup campus. We live inside the markets you want to win, we read the sources the AIs cite, and we deliver every audit under your brand. European rigor, French taste, oui.
How much does the audit cost?
The price depends on depth: number of queries tested, AI models covered, level of detail in the recommendations. Describe your business through the contact form: you'll receive a quote within 24 hours.
Vacant today. Owned tomorrow.
Make it yours.
Every week, French and English answers settle on your category, with or without you. The audit shows you exactly where your brand stands in Europe.
GEO Europe Project · A French GEO studio