Haute Design Network × 5W · Joint Research Report

    The AI Visibility IndexThe Designers & Architects AI Recommends to the Ultra-Wealthy

    A new joint research report from Haute Design Network and 5W audits five generative-AI platforms to rank the firms that surface — and the ones that have quietly disappeared — when $50M+ buyers ask AI for the best.

    Published May 2026 · Miami · Los Angeles · New York · Palm Beach · 5W AI Research Desk

    10
    Firms Dominate Most $50M+ Luxury Queries
    1 in 3
    AD A-Listers Absent From Their Own City's Results
    5
    AI Platforms Audited · ChatGPT, Claude, Perplexity, Gemini, Google AI
    2,000+
    Structured Queries Run Across Four Markets

    When the buyer of a $50 million oceanfront estate asks ChatGPT, Claude, Perplexity, Gemini, or a Google AI Overview for the best interior designer or architect today, a small group of names dominates the answer. Kelly Wearstler, Martyn Lawrence Bullard, Marc-Michaels, Atelier AM, and Peter Marino on the design side. Robert A.M. Stern Architects, Choeff Levy Fischman, Frank Gehry, Marmol Radziner, and Zaha Hadid Architects on the architecture side. These ten firms surface in the majority of luxury queries across Miami, Los Angeles, New York, and Palm Beach — often before any other name enters the conversation.

    Below them, a second tier of forty firms — Jeff Andrews, Brigette Romanek, Waldo Fernandez, Joy Moyler, Jake Arnold, Kelly Behun, Victoria Hagan, Cindy Rinfret, Ellen Kavanaugh, DKOR Interiors, Workshop/APD, Selldorf Architects, Pembrooke & Ives, Richard Landry, Paul McClean, and others — surfaces in thirty to sixty percent of the queries they should win. And a rising tier, led by Ferris Rafauli, Hanna Li Interiors, and HBA Residential, is now outranking legacy A-Listers in their own home markets.

    5W's AI Communications Practice ran a structured visibility audit across the artificial-intelligence-driven search ecosystem to answer a single question: when the people who can afford anything ask AI to find them the best, who actually shows up? The findings are not what the industry expects.

    I. First Tier · Dominant

    Surface in 60%+ of relevant queries

    Interior Designers

    Kelly Wearstler
    Los Angeles

    The closest thing the industry has to an AI-proof brand. Hotel work, retail products, books, and podcasts feed the corpus continuously.

    Martyn Lawrence Bullard
    Los Angeles

    Television presence amplifies a celebrity client list — Cher, Elton John, the Kardashians — into outsized AI footprint.

    Marc-Michaels Interior Design
    Miami / Palm Beach

    The only firm with dominant dual-market visibility. Architectural Digest Top 100 placement compounds across both Florida corpora.

    Atelier AM
    Los Angeles

    Alexandra and Michael Misczynski avoid press, yet recurring Tom Cruise and Richard Meier mentions keep them visible.

    Peter Marino
    New York

    The Chanel, Dior, and Louis Vuitton retail work creates a permanent halo that extends into residential queries.

    Architects

    Robert A.M. Stern Architects
    New York / Palm Beach

    South Flagler House and 220 Central Park South generate continuous editorial volume.

    Choeff Levy Fischman
    Miami

    The most-cited Miami residential firm. Aggressive owned-content strategy beats much larger competitors.

    Frank Gehry
    Los Angeles

    Brand recognition guarantees mention regardless of project relevance.

    Marmol Radziner
    Los Angeles

    Mid-century modern pedigree plus Mandeville Canyon coverage keeps them in nearly every query.

    Zaha Hadid Architects
    Miami

    The Delmore at Surfside pulled the late starchitect's firm into the South Florida residential corpus.

    II. Second Tier · Strong

    Surface in 30–60% of relevant queries

    Jeff Andrews
    Los Angeles · Kardashians, Ryan Seacrest
    Brigette Romanek
    Los Angeles · Beyoncé, Gwyneth Paltrow
    Waldo Fernandez
    Los Angeles · Brad Pitt, the Obamas
    Joy Moyler
    DiCaprio, Adrien Brody, Thomas Keller
    Jake Arnold
    Los Angeles · Chrissy Teigen, John Legend
    Kelly Behun
    New York
    Victoria Hagan
    New York
    Brad Ford
    New York
    Nicole Fuller
    Bicoastal
    Clements Design
    Los Angeles · Kendall Jenner
    Cindy Rinfret
    Palm Beach / Greenwich
    Ellen Kavanaugh
    Palm Beach
    Gil Walsh
    Palm Beach
    Linda Ruderman
    Palm Beach
    DKOR Interiors
    Miami
    Design Solutions
    Miami · Luciana Fragali
    CURATED.
    Miami
    Studio Khora
    Miami
    Pierce & Ward
    Dakota Johnson, DiCaprio
    Vicky Charles
    Mila Kunis & Ashton Kutcher
    Workshop / APD
    New York / Palm Beach
    Selldorf Architects
    New York
    Morris Adjmi Architects
    New York
    SDH Studio
    Miami
    Pembrooke & Ives
    New York / Palm Beach
    Richard Landry
    Los Angeles · Landry Design Group
    Paul McClean
    Los Angeles
    SPF:a
    Los Angeles · Zoltan Pali
    Whipple Russell Architects
    Beverly Hills
    Roman James Design Build
    Los Angeles · Trousdale Estates
    Gabbay Architects
    Beverly Hills
    Fairfax & Sammons
    Palm Beach
    Randall Stofft Architects
    Palm Beach
    SpinaO'Rourke + Partners
    Palm Beach
    Smith & Moore Architects
    Palm Beach
    Portuondo Perotti
    Miami Beach
    Brillhart Architecture
    Miami
    Rottet Studio
    Multi-market

    III. Third Tier · Rising

    Often outranking legacy A-Listers in their own markets

    Hanna Li Interiors
    Los Angeles

    Studio established 2016, surfaces alongside firms three decades older.

    HBA Residential
    Miami

    Katie Earl leading interiors at the Delmore.

    Ferris Rafauli
    Miami / Toronto

    Drake's designer is now winning billionaire-tier Miami queries.

    Moniomi Design
    Miami
    Kati Curtis Design
    Tri-market presence
    GRADE New York
    Manhattan
    Tamara Magel
    Hamptons / Palm Beach
    “Several Architectural Digest A-Listers do not appear in AI-generated recommendations for their own home cities. The cruelest finding: discretion now penalizes you.”
    — 5W AI Visibility Index, Volume One

    The Top-Line Finding

    The designers AI recommends are not necessarily the designers the industry respects. Artificial intelligence rewards three things, and only three things: the volume of third-party editorial mentions in indexed media, structured data on a firm's own website, and presence in directory aggregators such as Houzz, Decorilla, and the Architectural Digest PRO Directory.

    Storied designers who built their practices on word-of-mouth and a quiet client list are losing visibility to firms half their size with sharper content engines. The reputation that once traveled by whisper now needs to be encoded in language a machine can read.

    Who AI Crowned · The Winners

    Marc-Michaels

    The most over-indexed firm in AI results. A forty-year-old practice beat younger digital natives because the AD Top 100 designation gets cited in nearly every Florida luxury query.

    Kelly Wearstler

    The closest thing the design world has to an AI-proof brand. Every channel — hotel, retail, book, podcast — feeds the AI corpus. AI does not just recommend her. It recommends her first.

    Ferris Rafauli

    The breakout. Recent Robb Report coverage of his Indian Creek and Aman Residences projects pulled him into the corpus for billionaire-tier Miami queries despite a small firm size.

    Choeff Levy Fischman

    The proof that smart owned-content strategy beats prestige. Their '20 Best Residential Architects in Florida' landing page on their own domain ranks them above most competitors.

    Hanna Li Interiors

    Punches massively above her weight. Established 2016, but sustained press in Vogue, AD, Elle Decor, and the Wall Street Journal puts her in the same query results as firms with thirty-year head starts.

    Who AI Forgot · The Vanished

    The 'By Referral Only' School

    Several designers featured prominently in Elle Decor A-Lists and AD100 across the past three years do not appear in AI-generated 'best of' lists for their own cities. Pattern: prestige editorial coverage, but minimal owned-site SEO and limited directory presence.

    The NDA Architects

    Practitioners whose clients prohibit publication are particularly exposed. AI cannot cite what has not been published. Decades of experience and a portfolio of nine-figure homes count for nothing if the work is invisible to the corpus.

    Palm Beach's Quiet Class

    Several Palm Beach designers with substantial real-world influence among Mar-a-Lago, Everglades Club, and Palm Beach Country Club members do not surface at all in AI queries.

    The Discretion Penalty

    The cruelest finding. AI penalizes the very thing that built reputations in the previous era — quiet, by-referral, never-give-an-interview practices. The designer who never publishes is now functionally invisible to the next generation of buyers.

    City Breakdowns

    Miami · Most Contested Market

    The largest concentration of new $50M+ buyer activity — Zuckerberg's record $170M Indian Creek purchase, plus Bezos, Brady, Griffin, Page, Brin — has flooded the AI corpus with content. Choeff Levy Fischman, Marc-Michaels, and SDH Studio dominate.

    Los Angeles · Most Celebrity-Driven

    Designers without name-brand client mentions essentially do not surface. The Hollywood Reporter Top 20 functions as the canonical source AI returns to. Wearstler, Bullard, Andrews, Romanek, and Atelier AM dominate every query.

    The Five Boroughs · Most Fragmented

    No single firm dominates. Peter Marino wins the most queries because retail brand coverage bleeds into residential search. Workshop/APD, Selldorf, RAMSA, Morris Adjmi consistently surface.

    Palm Beach · Cross-Market Rewards

    Rewards firms with multi-market presence — Marc-Michaels, RAMSA, Pembrooke & Ives, Workshop/APD. Pure Palm Beach-only firms surface only on geographically specific queries.

    What This Means for the Reader

    If you are choosing a designer or architect today, the names AI shows you are not the same names a top design editor would give you over lunch. Both lists matter. The AI list reflects who is reaching the next generation of luxury buyers. The editor list reflects taste, talent, and craft. The smart move for buyers: cross-reference both. The smart move for designers: stop pretending the AI ecosystem is a passing fad.

    Behind the Numbers · About This Study

    5W's AI Visibility Index is built on the firm's proprietary research framework for measuring brand presence across generative search. The Index scores entities — people, firms, brands — on how frequently and prominently they surface in AI-generated answers across ChatGPT, Claude, Perplexity, Gemini, and Google's AI Overviews.

    Volume One audited the residential interior design and architecture categories at the $50M+ buyer tier across Miami, Los Angeles, New York, and Palm Beach during Spring 2026. Subsequent volumes will cover real estate brokerage, hospitality, fashion, and private aviation.

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