Knowledge on SEO, GEO, AI visibility, measurement and RAG
Classic SEO remains the foundation. GEO and AI visibility extend that work.
Here we explain how measurement works, where its limits lie and when a controlled RAG system makes business sense — before you invest.
Which GEO work remains valuable after the next platform update? Part 2 provides five foundations, three influence zones, clear success factors and a 90-day plan for Swiss SMEs.
What can GEO achieve, what remains hidden, and how do you assess a credible proposal? Part 1 explains opportunities, measurement limits and verifiable work through an explicitly fictional Lucerne example.
What GEO can genuinely do for a Lucerne business — and where the risks sit. Primary sources, official Lucerne data, a measurement model and an annual programme.
How a Lucerne restaurant can turn visibility into reservations: SEO, GEO, a worked audit, a transparent proposal and twelve months of planned implementation.
Kacper Ruta explains how Swiss businesses can approach AI visibility through clear content, sound technical foundations, credible external evidence and accountable measurement.
Agentic models such as GPT-6 Astra move visibility from the click to the recommendation. GEO makes the offer citable. SEO keeps the site crawlable. RAG stays internal — and GlasBox does not mix the three.
Understand Generative Engine Optimization: technical foundations, useful content, AI crawlers and practical ways to measure mentions, citations and business value.
An internal AI chat becomes valuable when it connects approved knowledge, workflows and business systems. Ruta-Tech /IMMO shows how RAG, facility management and asset intelligence can work together.
Notes and orientation on classic SEO, GEO as an extension, AI visibility, the measurement horizon and controlled RAG systems for Swiss SMEs. The SOURCE/01 by GlasBox knowledge series adds 20 shorter articles on terms, measurement, limits and the deliverable.
SEO as the foundation, not a side note
GEO and AI visibility as the extension of that work
Measurement, the 30/60/90-day horizon and secure knowledge systems
20 SOURCE/01 by GlasBox articles — no ranking or mention guarantee
Why this content matters for search, GEO and RAG
We structure content so people can decide and so search and answer systems can place the statements clearly.
That does not replace SEO. It makes the SEO foundation and the GEO extension inspectable.
Questions about the GlasBox knowledge hub
Which topics sit at the centre?
Classic SEO, GEO as an extension, AI visibility, measurement and secure RAG systems. Web and integrations remain context, not the main buying decision.
What is the SOURCE/01 by GlasBox series?
Twenty shorter knowledge articles on terms, measurement, technical readiness, limits and the deliverable. They do not replace an audit. They make the decision before investment inspectable.
Does GEO replace classic SEO?
No. Crawl, index, canonical URLs and clear service pages remain the foundation. GEO and AI visibility extend that work for answer systems. They do not replace SEO.
What is the difference between the Short Check and SOURCE/01 Full?
The free Short Check reviews one domain, three purchase-relevant questions and delivers three observations. SOURCE/01 Full costs CHF 2'450 one-time and delivers technical evidence, an AI baseline and a 90-day plan. The ongoing mandate starts from CHF 1'500 per month after the appropriate audit or baseline.
Is there a ranking or mention guarantee?
No. Rankings, AI citations, leads and ROI remain uncertain market outcomes. The articles and the measurement record observations, not a promise.
Is RAG the same as GEO?
No. GEO is what public search and models may say about you. RAG is what staff may ask from approved sources. GlasBox keeps the offers apart.
How are posts organized?
Each post carries a citable core claim, a boundary and a next step. The article FAQ restates the decision in short sentences — for people and for answer systems.
How can teams use this content internally?
Use the articles for prioritisation, budget talks and the decision whether SEO, the GEO extension or RAG should come first.
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Orientation for first questions. Not an audit and not binding advice.
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