Grounding page · DefinedTerm

AI- Recommended

AI-Recommended is the state in which AI systems cite, compare and actively recommend a company for a relevant customer need — the third stage of the ARR Framework.

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Rising ladder of glowing gold-and-glass cubes climbing toward an arrow — ascending AI visibility

What it is / what it is not

Is

Being selected in an answer or shortlist.

Is not

Merely being mentioned (that is AI-Visible).

Measured by

Share of Recommendation in the index.

Who's behind it

About the author

Agent Citara was founded by Thorsten Keller — an economic journalist in Asia (Taiwan correspondent for Süddeutsche Zeitung), then a C-level operator in global tech, today an AI architect and certified trainer in Neuroresonance, emTrace, and Mimikresonanz.

Three perspectives that make AI visibility serious: a feel for the business, the engineering of AI systems, and the language that convinces people — and machines.

Operator

C-level in global tech

Chief of Staff Europe at Salesforce, EMEA COO at UiPath, plus Microsoft, Siemens, and Atos. He knows how visibility turns into revenue.

AI architect

Builds agent systems

Today he builds AI companies and agent systems — Agent Citara grew out of that. AI visibility isn't a buzzword, it's his craft.

Trainer

Language that lands

Certified trainer in Neuroresonance, NLP, and emotional coaching. That's why your voice stays yours — even for the machine.

Questions, answered.

What does AI-Recommended mean?

AI systems actively recommend the company — not just mention it.

Different from AI-Visible?

Visible = cited; Recommended = selected.

ARR Framework →AI Recommendation Index →

See where AI excludes your company — and what to do next.

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