01
AI Visibility
Become understood and recommended.
Measure how ChatGPT, Gemini, Claude, Perplexity and Google AI currently represent your company—and where competitors appear instead.
Learn more →Citara Institute · Executive Preview
The most important conversation about your company happens before you enter the room.
Discover why AI increasingly shapes the shortlist before a prospect ever appears in your CRM—and what companies can do to become understood, relevant and recommended.
Illustrative scenario
A €4 million customer may never contact you.
Not because your offer was too expensive. Not because sales responded too slowly. But because an AI recommended three other companies before your business ever entered the conversation.
Your analytics begin after the most important decision may already have been made.
Search, AI assistants and increasingly buying agents influence which companies become visible, credible and comparable. By the time a lead enters the CRM, the first shortlist may already exist.
01
Question
↓02
AI
↓03
Recommendation
↓04
Shortlist
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CRM
From insight to execution
The book explains the new buying reality. Citara helps your company respond.
02
Company Intelligence
Give AI one governed company context.
Structure the company truth, evidence, products, market knowledge and decisions that AI systems should use.
Learn more →03
AI Operating Partnership
Turn insight into continuous execution.
Citara coordinates improvements, agents, automation and approval as the market changes.
Learn more →
The author
25+ years between technology, leadership and execution.
Thorsten Keller has built and scaled technology businesses at Microsoft, Salesforce and UiPath. Today he connects executive experience, AI systems architecture and the practical question of how companies remain visible, relevant and commercially effective in an AI-mediated economy.
About Thorsten Keller →Frequently asked questions
Direct answers before the next step.
What is the first conversation?+
It is the AI-mediated evaluation that can happen before a buyer visits a website, contacts sales or appears in a CRM. AI systems interpret the market, compare providers and help form the first shortlist.
How does AI influence a buying shortlist?+
AI assistants connect a buyer question with company information, third-party evidence and category context. The companies they understand and can verify are more likely to appear in a useful answer.
Why can a strong company remain commercially invisible?+
Strong products are not enough when public information is inaccessible, generic, inconsistent or unsupported. AI may fail to connect the company to the buyer's situation even when the real-world offer is excellent.
What is the Fifth Stakeholder?+
The Fifth Stakeholder is the AI system interpreting the company before a human buying conversation begins. It joins customers, employees, partners and investors as an audience that needs accurate, governed company context.
How does AI Visibility connect to the buying process?+
AI Visibility measures how engines understand, describe and recommend a company across the questions that shape discovery, comparison and shortlisting.
What is Company Intelligence?+
Company Intelligence is the governed source of company truth, evidence, product knowledge and decisions that Citara uses to keep AI-facing work accurate and consistent.
How can a company examine its current representation?+
Start with Citara's free first-pass check for website, SEO and GEO readiness. The full audit adds monitored prompts, engine testing and competitor comparison.