What exactly is Answer Engine Optimization (AEO)?

AEO is the process of optimizing your brand’s online presence so that AI-powered answer engines — like ChatGPT, Gemini, Claude, and Perplexity — understand, trust, and recommend your brand when users ask questions. Unlike SEO, which focuses on search engine rankings, AEO focuses on being the answer AI gives.

How is AEO different from SEO?

SEO helps search engines find you. AEO helps AI models choose you. While SEO optimizes for keywords and backlinks, AEO focuses on entity clarity, structured data, authoritative citations, and the signals that AI uses to decide which brands to recommend. Many businesses rank well on Google but are invisible to AI.

How long until I see results with AEO?

Most brands see early visibility improvements within 2–6 weeks. The first phase (audit + data optimization) typically takes 1–2 weeks. From there, we continuously strengthen your AI presence. Full authority positioning — where AI consistently recommends you across multiple engines — usually develops over 2–3 months.

Is AEO really necessary for my business?

If your customers might ask AI for recommendations in your industry — yes. Over 800 million people use ChatGPT weekly, and that number is growing fast. AI is rapidly becoming the first place people ask for recommendations, advice, and service providers. Brands that don’t optimize for AI will become invisible to a growing share of their market.

Does a Vogue feature help with AI visibility?

Yes — press citations from authoritative publications like Vogue are strong signals for AI engines. However, a feature in Vogue France primarily boosts French-language AI queries. To benefit from the citation across languages, the feature needs to be referenced on the business website in a machine-readable way and ideally complemented by English-language press.

How do AI engines handle wellness studio recommendations for tourists and expats?

AI engines serve results in the language of the query. English-speaking tourists and expats searching for yoga in Bordeaux will get results drawn from English-language sources — English reviews, English website content, English directories. A studio with zero English presence won't appear regardless of how strong its French presence is.

Is 61 reviews good enough for AI recommendations?

61 reviews is a strong signal and well above average for a boutique wellness studio. The impact depends on the competitive landscape — in a market where competitors have 10-20 reviews, 61 is dominant. However, if reviews are all in one language, they only strengthen visibility in that language's AI queries.

Should wellness studios invest in English content even in French-speaking cities?

Yes, especially in cities with tourism or expat populations. Bordeaux attracts over 6 million visitors annually, many English-speaking. An English website section, English Google reviews, and listings on international wellness platforms can capture an entirely untapped market segment.

Case Studies3 min read

Featured in Vogue, 61 Reviews, Strong Social — And Still Invisible to English-Speaking AI

Case study: A Bordeaux yoga and Pilates studio with a Vogue France feature and 61+ reviews scored 52/100. Excellent in French AI results but completely absent when English speakers searched — locking out the growing expat and tourist market.

By AEO Media·January 9, 2026

A Vogue feature. Sixty-one five-star reviews. A loyal community. By every traditional wellness marketing metric, this studio was crushing it. But AI had a blind spot — and it was costing them an entire market segment.

The Studio

A premium yoga and Pilates studio in Bordeaux, France. Small group classes, dedicated Reformer equipment, a curated atmosphere. The founder had built something special: a community-driven studio that attracted features in major French publications, including Vogue France.

Their review profile was strong — 61+ reviews across platforms with consistently enthusiastic feedback. Active social media. Sold-out classes. By any measure, a successful wellness business.

What We Tested

We ran 10 queries across ChatGPT, Gemini, and Perplexity in French and English:

"Best yoga studio in Bordeaux"
"Meilleur studio yoga Bordeaux"
"Pilates Reformer Bordeaux"
"Cours de Pilates Bordeaux recommandé"
And 6 more covering different class types, languages, and intent

AEO Score: 52 out of 100.

Decent. But the split told a different story.

The English Blind Spot

French queries: Excellent. The studio appeared in 7 out of 7 French queries. The Vogue citation was referenced. Reviews were mentioned. The studio was consistently recommended as a top choice in Bordeaux.

English queries: Zero. Not a single English query returned this studio. When English-speaking users asked about yoga or Pilates in Bordeaux, AI recommended completely different studios — some with fewer reviews, no press features, and less experience.

The problem wasn't quality. The problem was language coverage.

Why It Matters

Bordeaux is France's most popular wine tourism destination, attracting over 6 million visitors annually. A significant portion are English-speaking — British, American, Australian, international business travelers. These visitors search for wellness options in English.

Additionally, Bordeaux has a growing expat community. English-speaking professionals who've relocated and search for their local Pilates studio using English queries.

This studio was invisible to all of them.

What Was Missing

Zero English content on the website — no English page, no English class descriptions
No international wellness directory listings — no presence on ClassPass International, MindBody global, or BookRetreats
All reviews in French — strong signal for French AI queries, invisible to English AI queries
Vogue feature uncredited in English — the publication existed in French only, and the studio website didn't reference it in any English-accessible format
No English schema markup — structured data, where it existed, was French-only

The Untapped Revenue

For a premium studio charging €30-45 per class and €200-350 for monthly memberships:

2-3 additional expat/tourist clients per week = €3,000-5,000 per month
Annual impact = €36,000-60,000 in revenue from a market they currently don't capture at all

And this assumes modest adoption. As AI becomes the primary search interface for travelers, the gap will only widen.

What Would Fix This

English website section — even a single well-written English page with class descriptions and booking info
English review solicitation — ask English-speaking clients (they exist) to leave Google reviews in English
International directory listings — ClassPass, MindBody, BookRetreats
Press page — reference the Vogue feature and any other press in both languages, with proper markup
Bilingual social content — occasional English posts to build English-language digital footprint

The French foundation is already excellent. Adding an English layer would take 2-3 weeks and open an entirely new revenue stream.

The Takeaway

Being Vogue-featured and review-dominant in one language doesn't mean anything in another. In tourism and expat cities, your AI visibility has a language border — and if you only exist on one side of it, you're invisible to everyone on the other.

The fix isn't hard. But the cost of not fixing it grows every month as more travelers ask AI where to find their next yoga class.

case studyyogapilateswellnessFranceAI visibilityAEO ScoreBordeaux

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Case Studies