The AI Overview is the artificial-intelligence answer Google displays above classic results. Across over 2,300 questions put to Google by Repliq on the Swiss market, it triggers in 73.4 % of cases. But triggering is not uniform: on price or purchase questions it drops to 23.4 %, almost four times less.
Your site can rank first on Google and still be absent from ChatGPT or Perplexity answers. That is normal: answer engines do not rank links, they cite a few sources to compose an answer, and each one has its own logic. Repliq recorded the pages that ChatGPT, Google AI and Perplexity cite most in Switzerland, then dissected their content. 4 characteristics come back page after page: a title that echoes the question, a high density of numeric data, a visible update date, an identified author. On top of that comes a major difference between engines: ChatGPT avoids commercial comparison pages but cites reviews (Trustpilot) and official sites, whereas Google and Perplexity readily pick up blogs and comparison sites. This guide names the pages, gives the numbers, and ends with an applicable checklist.
Share of Model measures how often a brand appears in answers generated by answer engines (ChatGPT, Google AI Mode, Google AI Overview, Perplexity, Gemini) across a defined set of questions. Its definition is broadly agreed on, its calculation method far less: the choice of denominator, the exclusions and the deduplication rule shift the result by tens of points. Across 8,261 measured answers, the metric proves stable week to week and markets remain fragmented.
Which Swiss hotels appear in the recommendations of ChatGPT, Gemini and Perplexity, and on what data foundations do these choices rest? This preview summarises the first mapping of AI visibility for the destinations of Geneva, Lucerne, Zermatt and Interlaken. The study analyses each property's share of voice and the weight of authority channels (official websites, Michelin Guide, Wikipedia, consortiums) in algorithmic decisions. The full report, including rankings by stay category and optimisation levers, is available now. Access at the bottom of this page.
AIs do not passively reflect a brand's reputation. They reconstruct it. From customer reviews, articles, forums, comparators, competitor content and sometimes old sources, they produce a synthesis that already influences your customers, candidates, partners and investors. This article walks through five questions to steer this new reputation: what AIs say about you, the sources they use, the queries they trigger, the competitors they associate with your brand, and the alignment between your real strategy and your generated image.
AI is turning information search into a direct recommendation where users expect arbitration. Our study of 8,800 citations shows that leading Swiss brands today control only 5 to 12% of their own narrative inside these interfaces. This guide unpacks how challengers like rappn and Magic Heidi break through with structured content, and how established brands can reclaim the conversation by becoming reference sources for the algorithms.
Brands just starting to track their AI visibility often make the same mistakes: too many branded prompts, not enough segmentation, no clear definition of success. These 5 mistakes are avoidable. Here is how.
Your AI visibility depends on 4 strategic variables: which prompts you measure, which sources feed you, which AI platform you prioritize, which languages and regions you target. These are decisions to make upstream of any measurement, not technical adjustments. Demonstrated with real Swatch data.
Neho leads the ranking with 43% AI visibility, followed by Engel & Völkers (39%) and Properti (38%). Out of 58 agencies analyzed across ChatGPT, Gemini, Claude, Perplexity and Google AI Mode responses, only 5 are visible in both French and German.
Rolex scores 92.5% AI visibility and 87% positive sentiment, but its position ranges from #1.1 on ChatGPT to #3.9 on Gemini. Discover why response format matters as much as brand perception.
Rolex dominates with 100% AI visibility, followed by Audemars Piguet and Patek Philippe at 83%. Discover the complete ranking of the 5 luxury watchmaking giants.
Allianz dominates with 67% AI visibility, followed by AXA and Zurich at 58%. Discover the complete ranking of the 5 major Swiss insurers.
Zero-click (AI answers without user clicking) is a major challenge for luxury: first contact with your brand happens through AI's words, not yours. The solution: master what AI says about you so that first contact matches your positioning.
GEO (Generative Engine Optimization) is about optimizing your brand's presence in responses from generative AIs like ChatGPT, Gemini, and Perplexity. Unlike SEO which targets traditional search engines, GEO targets AI answer engines that synthesize information and directly recommend brands to users.
SEO optimizes for search engine rankings (Google). GEO optimizes for AI answer engine mentions (ChatGPT, Gemini, Perplexity). Different goals, different tactics, both essential. SEO drives traffic through clicks. GEO influences decisions through recommendations.
AI sentiment measures how ChatGPT and Perplexity perceive your brand: premium or basic, innovative or outdated, reliable or risky. This score reflects source consensus and directly influences recommendations. A brand with good sentiment gets recommended; others are merely mentioned.
We're living through a paradigm shift: search engines (Google) are giving way to answer engines (ChatGPT, Perplexity). These AIs no longer return links—they directly recommend brands. To stay visible, companies must evolve from SEO to GEO (Generative Engine Optimization).
AI visibility ROI is measured by correlating your GEO KPIs (visibility, sentiment, recommendation) with business indicators (leads, brand traffic, prospect mentions). The method: establish a baseline, track evolution, attribute impact.
AI democratizes access to information about luxury, but not access to luxury itself. Premium brands must ensure AI correctly transmits their positioning and differentiation, while adapting their communication strategy.
GEO is a major business opportunity for agencies: new differentiating service, clients who need it but don't know where to start, and recurring revenue through monitoring. Here's how to structure your offering.
B2B decision-makers increasingly use Perplexity to evaluate vendors and solutions. Unlike Google, Perplexity cites its sources and synthesizes information. To be recommended, your brand must be present on authoritative sources with clear, differentiated positioning.
GEO is measured with 3 essential KPIs: Visibility (are you mentioned?), Sentiment (how are you described?), and Recommendation (are you suggested as a solution?). These metrics replace traditional SEO rankings for evaluating your presence on ChatGPT, Gemini, and Perplexity.
An AI visibility audit analyzes your current presence on ChatGPT, Gemini, and Perplexity: how often you're mentioned, with what sentiment, for which questions. It's the essential starting point before any GEO strategy.