Layer 1 / Growth Infrastructure

Generative Engine Optimization.

AI is changing how people find businesses. We structure your site so ChatGPT, Perplexity, and Google AI cite you.

5.0 across 42 Google reviews
The problem

What we see across AI tools.

We test brands across ChatGPT, Perplexity, Claude, and Google AI Overviews. Most businesses are completely invisible. Their content exists, but AI tools can not extract or cite it.

Query
Someone asks an AI tool about your industry
Process
The AI scans and selects sources
Cite
Does it reference your brand?
Visibility

AI tools do not mention your brand

Ask ChatGPT or Perplexity about your industry. Your competitors get cited. You do not. The content is there, but it is not structured in a way that AI models can extract and reference.

Structure

Content not formatted for AI extraction

Long paragraphs with no clear definitions, no FAQ blocks, no structured answers. AI tools need clean, extractable content. Most websites give them walls of text instead.

Measurement

No tracking of AI citation presence

Nobody is monitoring whether AI tools cite the brand or not. Visibility shifts happen silently. By the time you notice, competitors have already claimed the space.

What we do

Deliverables.

AI citation audit

Test your brand and key queries across ChatGPT, Perplexity, and Claude. Identify where you are cited and where you are missing.

Content restructuring

Reformat existing content for extractability: clear definitions, structured answers, FAQ blocks, and semantic markup.

Schema and structured data

FAQPage, HowTo, Article, and Organization schema implemented to feed AI crawlers the right signals.

Ongoing GEO monitoring

Track AI citation presence across models and queries. Adjust content strategy based on what gets picked up.

Scope

What we cover.

AI citations
Brand mentions across AI tools
Schema markup
Structured data for AI crawlers
FAQ structure
Extractable question-answer blocks
Content format
Clear definitions and answers
Entity signals
Brand recognition by AI models
Source authority
Backlink and trust signals
Structured answers
Direct, concise response format
Citation tracking
Monitoring across AI platforms
Process

How we work.

1

Audit

Test your brand across ChatGPT, Perplexity, Claude, and AI Overviews. Map where you are cited and where you are missing.

2

Restructure

Reformat content for AI extractability. Clear definitions, structured answers, FAQ blocks, and semantic markup.

3

Implement

Deploy FAQPage, HowTo, Article, and Organization schema. Build the structured data layer AI crawlers need.

4

Track

Monitor citation presence across AI models and queries. Adjust content strategy based on what gets picked up.

Fit

Who this is for.

  • Businesses already investing in SEO who want to capture AI search traffic
  • SaaS and tech companies whose prospects use AI tools for research
  • E-commerce brands preparing for agentic commerce surfaces
Proof

What clients say.

Working with L'Atelier Growth has been an absolute game-changer for ConceptCore. The team is incredibly reactive and took the time to clearly explain the intricacies of SEO so we truly understood the strategy. Beyond just SEO, they provided outstanding, in-depth data analysis for our Meta ads and...

Aurelien Fournier
Founder, ConceptCore
France
Google review

A great experience overall. Very structured, proactive, and results driven. They helped us set clear objectives and successfully achieve our KPIs. Highly recommended.

Laura Dahdah
Co-Owner & Marketing Director, Joanna Dahdah
GCC
Google review

Working with L'Atelier Growth has been a great experience. They helped us implement a solid SEO strategy quickly and efficiently with a clear and structured approach. Their team is always available and quick to respond.

Jad Saber
Co-Founder, Chromatic Studio
Europe and US
Google review

We've been working with L'Atelier Growth for our SEO and paid media strategy and they've delivered qualified leads for our business. Sharp, responsive, and genuinely understand B2B marketing in our market. Highly recommend.

Antoine Maroun
COO, Fujilift
Lebanon
Google review

Worked with Roy and Daniel on SEO for my website. Very professional and effective, huge thanks for the great results. Highly recommended.

Charbel Hoayek
Managing Partner, Galerie Hoayek
Lebanon
Google review

Roy has been an absolute pleasure to work with. Incredibly responsive, always quick to address anything that comes up, and very clear in the way he explains strategy. Strong, reliable support on Meta and Google Ads.

Lara Trad
Co-Founder, Ouma Horse
Saudi Arabia
Google review

Highly professional and supportive team.

Maria Farah
Marketing Manager, Rahbani Shop
Lebanon
Google review

I had a great experience working with Roy. Extremely efficient, professional, and the results exceeded expectations. Definitely recommend.

Ivana Mansour
Social Media Manager, Zenith Education
Europe
Google review

L'Atelier Growth built my e-commerce site and the result exceeded every expectation. Excellent work across the board, outstanding professionalism, and always available when needed. The site is a gem. Highly recommended.

Gisele Mourad
Founder, Editions Eirene
France
Google review

I had a great experience working with L'Atelier Growth. They were professional, very responsive, and really paid attention to what I needed. The whole process felt smooth, and I'm very happy with the final result. I'd definitely recommend them to anyone looking for quality work!

Kyara Jahel
Founder, Soarë
Lebanon
Google review

Working with L'Atelier Growth has been an amazing experience. They are detail-oriented and explain everything clearly, making sure we understand every step of the process. Communication has been really easy from day one, they're responsive and always make us feel like the brand is a priority. We...

Tasha Saradar
Co-Founder, Tash and Ley
Lebanon and Qatar
Google review

I've worked with plenty of marketing agencies in Lebanon. L'Atelier Growth is the only one that actually understands business, AI and automations. They focus on fixing your foundations first, which makes everything else significantly more effective.

Michel Azar
Founder, Bitcoin&
Lebanon & UK
Google review

Always a great experience working with them. Very responsive and super quick at getting the job done and finding solutions. Would totally recommend.

Maya Fremont
Founder, Ayam Set
UK
Google review
FAQ

Generative Engine Optimization, answered.

Straight answers on what is included, timing, and how we work.

Generative Engine Optimization is getting your brand cited inside AI answers like ChatGPT, Perplexity, Claude, and Google AI Overviews. It is a different system from ranking on Google, and it is where a growing share of buyer research now happens.

SEO gets you ranked in a list of links. GEO gets you quoted in the answer itself. We structure content and schema so AI engines can extract and cite you, not just crawl you.

Yes. We set up tracking to monitor how often and where your brand is cited across AI engines, so visibility becomes a real KPI, not a guess.

No, they run together. We structure your content to be both ranked on Google and cited in AI answers, because buyers use both.

Content restructured for extractability, clear definitions and answer blocks, and FAQPage, HowTo, Article, and Organization schema that feeds AI crawlers the right signals.

GEO audit

Get visible in AI search.

We audit your presence across AI tools and restructure your content to get cited.