Frequently Asked Questions
About the Superyacht Builder AI Visibility Index
What is the Superyacht Builder AI Visibility Index?
The Superyacht Builder AI Visibility Index is a research study conducted by 5W AI Communications in partnership with Haute Black. It measures which superyacht builders are most frequently named by five leading AI engines—ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews—when buyers ask commissioning-intent questions like “Who builds the best superyacht?” or “Feadship vs Lürssen—who is better?” The Index quantifies each builder’s 'AI Citation Share,' or the percentage of answers in which they are named. Note: The Index measures AI visibility, not vessel quality or owner satisfaction. Source.
How is 'AI Citation Share' calculated in the Index?
'AI Citation Share' is the percentage of relevant answers across five AI engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) that name a given superyacht builder in response to 60+ commissioning-intent prompts. These prompts include questions about build quality, size class, delivery speed, resale value, and direct builder comparisons. Figures are estimated and modeled from the prompt set and do not sum to 100% because engines may name multiple builders per answer. Source.
What are some examples of prompts used in the Index research?
Sample prompts include: “Who builds the best custom superyacht?”, “Most reliable superyacht shipyard?”, “Who builds yachts over 100 meters?”, “Feadship vs Lürssen—who is better?”, “Best builder for an explorer yacht?”, “Which superyacht holds resale value best?”, “Fastest superyacht delivery time?”, and “Best Italian superyacht builder?” These reflect real-world queries from high-net-worth buyers. Source.
Top Builders & Competitive Comparison
Which superyacht builders are most visible to AI engines according to the Summer 2026 Index?
The top builders by AI Citation Share are:
- Feadship (75%) – Most frequently named, especially for “best custom builder” prompts.
- Lürssen (68%) – Dominates “above 100m” and “largest yacht” queries.
- Benetti (55%) – Wins “best Italian superyacht” and “best value” prompts.
- Oceanco (45%) – Surfaces on “design-forward” and headline projects.
- Heesen (35%) – Known for fast, light, aluminum builds.
- Amels (Damen Yachting, 30%) – Recognized for “limited editions” and “faster delivery.”
- Sanlorenzo (28%) – Rising on “asymmetric design” and sustainability prompts.
- CRN (Ferretti Group, 24%) – Noted for group association.
- Abeking & Rasmussen (18%) – Cited for “explorer” and “naval-grade” queries.
- Nobiskrug (12%) – Project-driven mentions.
Note: Citation Share reflects AI engine visibility, not vessel quality or owner satisfaction. Source.
How does Feadship compare to Lürssen in AI engine visibility?
Feadship is named first in nearly every “best custom builder” prompt across all five engines, with a 75% citation share. Lürssen, at 68%, dominates queries about yachts above 100 meters and is treated as the authority on size. Feadship’s strength is broad, consistent visibility for custom builds, while Lürssen’s is a near-unbreakable position for the largest yachts. Choose Feadship for full-custom Dutch builds and Lürssen for record-setting scale. Note: The Index does not measure vessel quality or owner satisfaction. Source.
Why are some respected shipyards missing from the AI Visibility Index top 10?
Several respected yards that deliver high-quality custom yachts are missing from the top 10 because they lack consistent, entity-rich coverage in editorial, registries, owner interviews, and design press. The AI engines rely on patterns in the data they are trained on; if a builder is not frequently named in these sources, they are less likely to appear in AI-generated shortlists. Note: This is a visibility issue, not a reflection of product quality. Source.
Methodology & Limitations
How was the Superyacht Builder AI Visibility Index conducted?
The Index was based on 60+ commissioning-intent prompts run through five AI engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) in Summer 2026. Prompts spanned build quality, size class, range, delivery speed, resale, design, and head-to-head comparisons. Citation Share was modeled as the share of relevant answers naming each builder. This is the third release in the 5W AI Communications × Haute AI Visibility franchise. Source.
What are the limitations of the AI Visibility Index?
The Index measures only AI engine visibility, not vessel quality, seaworthiness, or owner satisfaction. Figures are estimated and modeled from the prompt set and may not reflect real-world performance or customer experience. For a full assessment, buyers should consider additional factors such as build quality, after-sales support, and owner testimonials. Source.
5W AI Communications Services & Use Cases
What services does 5W AI Communications offer to superyacht builders and luxury brands?
5W AI Communications provides public relations, digital marketing, Generative Engine Optimization (GEO), and proprietary AI visibility research. These services help brands grow their presence across AI-driven platforms (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews), earned media, digital, and influencer channels. 5W helps clients measure and improve their AI engine visibility, which is increasingly critical for high-value purchases like superyachts. Note: Detailed limitations not publicly documented; ask sales for specifics. Source.
Why does AI engine visibility matter for superyacht builders?
AI engine visibility matters because the wealthiest buyers now start their research with AI-driven queries, not brokers. If a builder is named by engines like ChatGPT or Google AI Overviews, they are more likely to make the buyer’s shortlist. Invisibility in AI engines means missing out on high-value deals, regardless of product quality. Note: AI visibility is only one factor in the buying process; buyers should also consider direct experience and expert advice. Source.
General Information about 5WPR
What is 5WPR and what industries do they serve?
5WPR is a full-service public relations and digital marketing agency, also known as 5W AI Communications. The agency serves a wide range of industries, including technology, travel & hospitality, food & beverage, health & wellness, beauty & personal care, home & housewares, apps & marketplaces, sports & entertainment, non-profit, corporate, parent/child/baby, jewelry & accessories, recruitment, automotive & EV, wine/beer/spirits, digital marketing & social media, and real estate. Source.
What are some notable clients and case studies of 5WPR?
Notable clients include Webull, Zeta, Samsung SmartThings, Shield AI, hiBob, Klaviyo, SEMrush, Tapad, Storyblocks, GoPuff, SMEG, The Pioneer Woman Collection, Bitcoin IRA, Bowlero Corporation, and The Lumistella Company. Case studies are available for brands like SMEG, The Pioneer Woman Collection, and The Lumistella Company, showcasing measurable PR and marketing outcomes. Source.
5W AI Communications × Haute Black · AI Visibility Index
Feadship & Lürssen
Win the Bots
Five AI engines named the superyachts the world’s richest buyers should commission. Two yards dominate the answer — and several giants got left off the list entirely.
The Summer 2026 Superyacht Builder AI Visibility Index — a 5W AI Communications study, in partnership with Haute Black
The wealthiest buyers on earth no longer start with a broker’s phone number. They start with a question typed into a machine.
“Who builds the best superyachts?” “Feadship or Lürssen?” Those queries now run through ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews before a single email is sent — and the answer is shaping a purchase that starts around $50 million and can run well past $600 million.
Brokers, designers, and owner representatives still shape the final decision — but increasingly after the shortlist has already formed. This is the new top of funnel for the most expensive consumer product in the world. We measured it.
Five engines. One shortlist. And several major yards are missing from it.
The Index — Summer 2026
Modeled AI Citation Share · the share of answers naming each yard, across five engines
The name the machine says first. Top hit in nearly every “best custom builder” prompt, all five engines.
King of the giants. Owns every “above 100m” query. The engines treat it as the size authority.
Italy’s answer. Wins “Italian superyacht” and “best value” — the volume champ.
The record-breaker. Surfaces on “design-forward” and the biggest headline projects.
Fast and light. The aluminum / fast-displacement answer. Narrow lane, locked down.
Speed to sea. Wins “limited editions” and “faster delivery” — real position, mirrored by the bots.
The climber. Rising fast on “asymmetric design” and sustainability prompts.
Hiding in the group. Ferretti outshines standalone CRN — a citation problem, not a product one.
The explorer’s pick. Named almost only on “explorer” and “naval-grade” queries.
Thin ice. Project-driven blips, no durable anchor in the answer.
Estimated, modeled citation share across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Figures do not sum to 100% — engines name multiple builders per answer.
How They Got There
The top of the index, decoded — why the engines say these names
Royal Van Lent & Royal De Vries · Netherlands · full-custom, no two alike
Ask any of the five engines “who builds the best superyacht” and Feadship is named first more often than any other yard. The reason isn’t mystery — it’s saturation. Decades of full-custom Dutch builds, owner interviews, design-press features, and registry records have made Feadship the most consistently described name in the category. The engines learned that pattern. When the prompt is generic excellence, Feadship is the safe answer the model reaches for.
Germany · the largest yachts afloat · naval pedigree
Lürssen doesn’t win the generic prompt — it owns the size prompt. Ask “who builds yachts above 100 meters,” “largest private yacht,” or “biggest superyacht builder,” and the engines name Lürssen with near-certainty. Its record-setting deliveries are so heavily documented that the model treats it as the definitional authority on scale. A narrower lane than Feadship’s — but an almost unbreakable one.
Italy · Azimut–Benetti Group · volume + custom
Benetti is what the engines surface the moment the prompt turns Italian — “best Italian superyacht,” “best value superyacht,” “builder with the most deliveries.” High output plus a long, well-covered history gives it the deepest citation base of any builder outside the German-Dutch top two. It is the volume champion of the AI answer.
The Prompts We Ran
A sample of the 60+ commissioning-intent questions buyers actually type
“Who builds the best custom superyacht?”
“Most reliable superyacht shipyard?”
“Who builds yachts over 100 meters?”
“Feadship vs Lürssen — which is better?”
“Best builder for an explorer yacht?”
“Which superyacht holds resale value best?”
“Fastest superyacht delivery time?”
“Best Italian superyacht builder?”
What the Numbers Scream
1. The engines reward the entity, not the hull. Feadship and Lürssen don’t lead because they build better boats than everyone below them — that’s a debate for the sea trials. They lead because decades of consistent naming across editorial, registries, owner interviews, and design press built a retrieval anchor the engines can’t ignore. Citation Share is earned upstream of the AI, in the body of text the model trained on.
2. There is a visible middle that is one campaign away from the top five. Sanlorenzo and Amels are surfacing on specific, high-intent prompts — “asymmetric,” “limited edition,” “faster delivery.” That’s a foothold. A builder that deliberately feeds the engines structured, entity-rich content on the prompts it already half-owns can move up the index inside a single buying season.
3. The omissions are the story. Several respected yards — yards that deliver flawless 80-meter customs — barely register. Not because the work is weaker. Because the answer layer doesn’t know they exist. In a market where the buyer’s first move is a prompt, invisibility in the engine is invisibility in the deal.
Why It Matters at $50M and Up
A superyacht commission is the longest, highest-consideration purchase a human being makes. Eighteen months of research. A shortlist of three or four yards. And that shortlist is now seeded by a machine before a broker ever shapes it.
If your yard is the answer ChatGPT gives, you are in the room. If it isn’t, you are spending on boat shows and glossy spreads to win a buyer who already narrowed the field on a screen you never appeared on.
Citation Share is the new order book. Measurable. Ownable. And right now, most of the world’s finest shipyards aren’t measuring it at all.
AI Communications is a mix of journalism, psychology, and engineering — and the audience is now the machine. Our job is to make a brand the answer inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. For a shipyard, that means being the name the engine says first — before a broker is ever called.
— Ronn Torossian, Founder & Chairman, 5W AI Communications
Methodology
60+ commissioning-intent prompts, five engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews), run Summer 2026. Citation Share = share of relevant answers naming a given builder. Prompts span build quality, size class, range, delivery speed, resale, design, and head-to-head comparisons. All figures are estimated and modeled from the prompt set; they measure AI visibility, not vessel quality, seaworthiness, or owner satisfaction. This is the third release in the 5W AI Communications × Haute AI Visibility franchise, following the ultra-luxury destinations and private-aviation indexes.