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SEO Semantic Clusters — 3 levels, 1,300 deployed

1,300+ clusters deployed

SEO Semantic Clusters That Rank Within 90 Days

Content anchored in your catalog, your market, your data — built with RAG, deployed directly into your CMS. 3 tiers, starting at €20/page.

Get your cluster estimate — 45 min
Cluster Architecture — Preview
  • ● Pillar Page — Complete Guide
  • ◦ Satellite Article #1
  • ◦ Satellite Article #2
  • ◦ Satellite Article #3
  • ● Recap Page
  • ● SEO Glossary
30 pages
Typical cluster
1,300+ clusters deployed
Results within 90 days
80 LinkedIn reviews
650+ clients
Expert since 2011

Who builds your semantic clusters

 

Stéphane Jambu — SEO & AI Engineer

Stéphane Jambu — SEO & AI Engineer

Engineering background. I manage 1,300+ semantic clusters deployed for 650+ e-commerce and B2B clients from Southeast Asia, with a distributed team across 3 continents.

What sets me apart: I demonstrate. First call = live audit of your site. You leave with actionable recommendations, whether we work together or not.

650+ clients 1,300+ clusters 80 LinkedIn reviews Since 2011

Proprietary tools built in-house through intense R&D since 2019.

Founder of La Forge SEO and Hi-Commerce — 10 years in e-commerce, 13 years in IT consulting in Paris.

What this service is — and what makes it unique

 

What it is

  • Complete semantic clusters — architecture + RAG content + CMS deployment
  • Content anchored in your data: catalog, technical specs, testimonials, GSC
  • An industrial pipeline: 30-50 articles/week, verified, automatic internal linking
  • One clear goal: Google rankings + qualified organic traffic within 90 days

Clear positioning

  • Differentiated content through RAG (Retrieval-Augmented Generation) methodology
  • 3 pricing tiers to fit every budget
  • Internal linking, JSON-LD, FAQ — optimized for SEO and LLMs
  • Compatible with your existing SEO agency (complementary service)

The cost of every month of SEO inaction

Simulation for an e-commerce store at €500,000/year revenue

-22% traffic
captured by competitors who publish
-€110,000
in organic revenue lost over 12 months
€600
the cost of a 30-page cluster
Google Core Updates 2025-2026 favor sites with deep topical coverage. Every month, your competitors publish content that Google associates with your market.

Who semantic clusters are built for

 

E-commerce stores with 50+ product catalogs
Acquisition managers looking to reduce paid ads dependency
SEO agencies looking for a white-label production partner
B2B companies wanting to generate leads through expert content

What every semantic cluster includes

6 concrete deliverables, built into every cluster

Semantic architecture

Validated sitemap with search volumes, cannibalization identified, internal linking planned.

Standalone value: €500

RAG-verified content

Every article anchored in your data: product catalog, technical specs, testimonials, documentation.

Standalone value: €800

Structured JSON-LD

FAQPage, Article, BreadcrumbList — complete schema.org markup for every page in the cluster.

Standalone value: €300

Automatic internal linking

Contextual links between pillar page, satellite articles and recap page. Architecture optimized for crawling.

Standalone value: €400

Direct CMS deployment

Injection via WP REST API, Shopify Admin API or Prestashop. Categories, metas, images — all handled.

Standalone value: €300

Monthly GSC reporting

Rankings, impressions, clicks per article. Identification of articles to boost and topics to expand.

Standalone value: €200

Results guarantee

Every cluster is built to rank within 90 days. If articles generate zero Google impressions after 90 days, the cluster is extended at our expense. 1,300+ clusters deployed successfully.

3 tiers — Choose based on your goals

 

Clean & Dirty
€20 /page
Best value for volume
  • AI + RAG verified content
  • Structured JSON-LD (FAQPage, Article)
  • LLM optimization (headings, FAQ)
  • CMS deployment included
  • Monthly GSC reporting
  • 30 pages minimum
Get your estimate — 45 min
Recommended
Premium
€40 /page
Content that converts
  • Everything in Clean & Dirty
  • Enriched recap page
  • Integrated glossary
  • Custom page template
  • Branded images
  • Video + quiz integration
  • CRO highlight blocks
Get your estimate — 45 min
Ultra
€200 /page
Fully custom for strategic pages
  • Everything in Premium
  • In-depth content: 3,000-5,000 words
  • Full editorial support
  • Custom architecture
  • Guaranteed performance target
Get your estimate — 45 min

The 5-step process

From order to Google results: 5 steps over 90 days

1

Audit & GSC mapping

Analyze your opportunities, identify cannibalizations, map the cluster. Deliverable: validated architecture with volumes and priorities.

2

RAG ingestion

Import your data into the RAG base: catalog, product sheets, FAQs, testimonials, technical documentation. The richer the base, the more differentiated the content.

3

Industrial production

Generation via n8n pipeline + Claude/GPT-4o with the RAG base. Each article: outline → generation → fact-checking → formatting. Pace: 30-50 articles/week.

4

CMS deployment

Injection via WP REST API or Shopify/Prestashop API. Categories, internal linking, images, metas — all handled. You keep your CMS untouched.

5

Tracking & iterations

Monthly GSC reporting: rankings, impressions, clicks per article. Identification of articles to boost and topics to expand. Goal: measurable results at Day 90.

What clients say

 

“
Thanks to Stéphane’s SEO work, I went from a small e-commerce site to a 120 sqm physical store and a recognized import/export player. Six-figure business in under 2 years, starting from zero.
— Nathalie Bottollier, Journalist & SEO Expert
“
Stéphane is consistently professional. Clear explanations, responsiveness and meeting deadlines. I’ve already validated several projects — semantic clusters and backlinks — satisfied every time.
— Rémy Saint-Saens, E-commerce UnCanapeConvertible.com
“
Rankings are gained every week and useful traffic to my site increases every day. I feel it in the quote requests. I already know I’ll keep working with Stéphane.
— Cyril Regard, Magician — 2,500 shows · 15 countries
See all 80 testimonials on LinkedIn →

Frequently asked questions

 

What exactly is a semantic cluster?
A semantic cluster is a group of web pages organized around a central topic, linked together through coherent internal linking. The pillar page covers the broad subject, satellite pages cover sub-topics. Google understands the site’s expertise on the topic and ranks the entire cluster.
How is this different from standard AI content?
Standard AI content is generic. RAG content is anchored in your proprietary data: your catalog, your prices, your client cases, your GSC data. It is differentiated by design. Google rewards content that demonstrates real expertise (E-E-A-T) — RAG makes that possible at scale.
How quickly do results appear?
For sites with existing domain authority (DR 20+), first rankings typically appear within 60-90 days. For new domains, expect 4-6 months. What accelerates results: strong internal linking, JSON-LD schemas, and a domain with backlinks.
How many articles in a semantic cluster?
It depends on topic depth. A standard cluster covers 20 to 50 articles. Highly competitive verticals (insurance, finance) can exceed 100 articles. The recommendation: start with 20-30 articles to validate results before expanding.
Which CMS platforms do you work with?
WordPress (REST API), Shopify (Admin API), Prestashop, and any CMS with an ingestion API. For CMS platforms with no API, articles are delivered as HTML or CSV files ready to import. 90% of clients use WordPress or Shopify.
Does Google penalize AI content?
Google penalizes “scaled content abuse” — generic AI content with no added value. It rewards useful, accurate AI content that demonstrates real expertise. The RAG method meets this criterion exactly: content is anchored in your data, verified by a human editor, and answers real questions.
How much does a complete semantic cluster cost?
A 30-page cluster in Clean & Dirty: €600. In Premium: €1,200. Delivered in 2-3 weeks, deployed directly into your CMS. For volume (100+ pages), volume discounts apply.
Is internal linking included?
Yes. Internal linking is automatically generated during production: each article links to the pillar page and to 3-5 related satellite articles. For existing sites, we can also audit and improve the linking of already published articles.
Do you offer white-label for agencies?
Yes. Several SEO and web agencies use our production pipeline under their own brand. Volume discounts from 500 pages/month. Access to a dedicated tracking portal. Deadlines guaranteed contractually.
What is a recap page and what is it for?
The recap page aggregates key points from all satellite pages in a cluster. It maximizes time on site, strengthens internal linking, and is particularly effective for AI (LLMs favor pages that summarize a topic). Included in the Premium tier.

Get your semantic cluster estimate — 45 min

First call = live audit of your site. You see your GSC data in real time and leave with a cluster estimate + projected ROI.

Book a free call — 45 min
45 min · Free · Commitment-free
Next step

What comes next?

GEO / LLM Optimization →

Semantic clusters are the foundation. To maximize your visibility in LLMs (ChatGPT, Perplexity, Gemini), the GEO service completes your strategy with signals specific to generative AI.

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