skip to content
subscribe
Luxe Digital Rankings In partnership with (opens in new tab)

The most visible fashion brands

Tracking top luxury fashion brands and leather goods designers in AI search.

Fashion and leather goods ranked by AI mentions. October 2026 issue. Sortable by every column.
Details
1—Dior74,517+12.9% MoM×2.3
2—Louis Vuitton60,515+20.8% MoM×3.3
3—Chanel41,841+14.7% MoM×2.7
4—Gucci35,140+18.9% MoM×3.0
51Hermès25,628+19.8% MoM×2.3
61Hugo Boss22,510−1.6% MoM7 mo of data
73Ralph Lauren20,017+45.0% MoM×2.7
8—Burberry19,398+21.2% MoM×2.3
92Versace18,822+10.5% MoM×2.4
101Prada18,097+20.4% MoM×3.3
11—Jean Paul Gaultier12,469+4.2% MoM×3.2
12—Armani11,396+4.2% MoM×3.0
13—Balenciaga11,162+12.7% MoM×4.2
14—Dolce & Gabbana8,677+1.4% MoM+85%
15—Valentino8,544+15.8% MoM×2.4
16—Saint Laurent8,163+15.7% MoM×4.9
171Suitsupply6,959+19.8% MoM7 mo of data
181Loewe6,828+17.9% MoM×2.8
192Miu Miu6,631+8.2% MoM×3.1
20—Maison Margiela6,154+9.4% MoM×3.0
21—Canada Goose6,086+13.3% MoM7 mo of data
22—Tory Burch5,505+9.4% MoM7 mo of data
235Loro Piana4,774+42.8% MoM×3.7
241Alo Yoga4,755+10.2% MoM7 mo of data
251Moncler4,677+27.6% MoM×2.8
262Chloé4,247+9.4% MoM×2.3
27—Celine4,066+13.9% MoM×2.7
283Sézane4,008+4.0% MoM7 mo of data
29—Fendi3,624+13.4% MoM×2.4
304Bottega Veneta3,228+40.3% MoM×3.2
311Salvatore Ferragamo3,120+6.6% MoM×2.7
32—Jacquemus2,960+4.2% MoM×2.7
332Taylor Stitch2,925+0.8% MoM7 mo of data
341Amiri2,908+14.0% MoM×3.1
35—Ganni2,542+11.1% MoM7 mo of data
361Off-White2,437+20.3% MoM×2.2
371Givenchy2,346+10.9% MoM×4.0
385Max Mara2,226+30.2% MoM×2.0
391Rick Owens2,207+13.4% MoM×2.4
402Alpha Industries2,122+6.4% MoM7 mo of data
411Sandro2,073+16.1% MoM7 mo of data
424Alexander McQueen2,059+32.1% MoM×2.5
432Acne Studios1,907+0.3% MoM×2.4
446Brunello Cucinelli1,790+29.2% MoM×4.0
456Balmain1,785−9.5% MoM+28%
462Me+Em1,762+3.4% MoM7 mo of data
472Karl Lagerfeld1,761+3.5% MoM×2.9
481Zegna1,726+11.9% MoM×2.0
495The Row1,537+42.2% MoM×2.1
502Stella McCartney1,514−1.6% MoM+90%
511Lanvin1,490+20.4% MoM×2.1
521Asket1,425+10.8% MoM7 mo of data
53—Eberjey1,396+20.2% MoM7 mo of data
545Calvin Klein1,387−5.9% MoM7 mo of data
55—Nina Ricci1,151+7.0% MoM+95%
56—Luca Faloni1,128+7.2% MoM7 mo of data
571The Frankie Shop1,113+26.2% MoM7 mo of data
581Sunspel987+6.7% MoM7 mo of data
596Tod's925+45.9% MoM×2.3
601Anine Bing900+9.8% MoM7 mo of data
611Marni795+3.5% MoM×2.2
622Drake's763+18.7% MoM7 mo of data
632Jil Sander762+1.2% MoM×2.4
641Toteme700+4.0% MoM7 mo of data
651Emilio Pucci698+12.2% MoM×3.0
661Alaïa659+7.7% MoM×2.7
675Buck Mason625−9.9% MoM7 mo of data
68—Lemaire623+11.8% MoM7 mo of data
696Berluti584+44.2% MoM+75%
701Thom Browne575+11.4% MoM+16%
711Our Legacy541+17.4% MoM7 mo of data
723Brioni539−0.7% MoM+85%
733Todd Snyder518−4.4% MoM7 mo of data
741Rouje505+16.9% MoM7 mo of data
751Schiaparelli448+3.7% MoM×3.5
762Johnstons of Elgin385+29.2% MoM7 mo of data
771Dries Van Noten367+10.2% MoM×2.3
781Doen350+5.7% MoM7 mo of data
794Khaite295+73.5% MoM×2.6
801St. Agni263+7.8% MoM7 mo of data
811Auralee261+19.2% MoM7 mo of data
82—Studio Nicholson244+22.6% MoM7 mo of data
832Norse Projects183−11.2% MoM7 mo of data
842Nanushka180+19.2% MoM7 mo of data
85—Private White V.C.174+11.5% MoM7 mo of data
862With Nothing Underneath167+7.1% MoM7 mo of data
87—Aspesi137+15.1% MoM7 mo of data
88—Extreme Cashmere79+21.5% MoM7 mo of data
89—Officine Générale64+20.8% MoM7 mo of data
90—L'Estrange London35−7.9% MoM7 mo of data
91—Sonia Rykiel34+17.2% MoM+79%

Nothing in the ranking matches that. Clear the search to see every brand.

Showing 91 of 91 brands · October 2026 issue.

Methodology

How the Index
is built

The Luxury AI Visibility Index is a proprietary dataset developed and maintained by Luxe Digital in partnership with Worthbury.

When AI models answer user prompts, they cite their sources. Every time an engine references a brand's official domain, we log it as an AI citation. We aggregate these metrics monthly across five major AI engines to calculate each brand's overall performance. Each issue's data is collected during the previous calendar month.

Luxe Digital independently curates the brand roster and methodology. Rankings are purely performance-based—no brand can purchase placement, and all listings are 100% unsponsored.

  1. 01

    Direct Source Tracking

    Tracking monthly mentions per brand

    We query five leading AI engines monthly for every brand on our index. We measure how frequently an engine cites official brand domains when generating answers, establishing a reliable monthly baseline.

  2. 02

    Five Engines, Weighted Equally

    Every engine counts the same

    We track ChatGPT, Google AI Mode, Perplexity, Google AI Overviews and Gemini, and each one counts the same toward a brand's score. We could not measure how much each engine is worth to a luxury buyer, so we do not claim to. We review the list of engines once a year.

  3. 03

    Logarithmic Scoring

    Smallest Largest

    A scoring system that grows with the brands

    Brand visibility spans multiple orders of magnitude. We apply a logarithmic curve to normalized mentions, ensuring proportional growth and fair comparison between established giants and emerging labels.

  4. 04

    Fixed Index Baselines

    A reliable historical ranking

    Scores are mapped to a fixed 0–100 scale rather than shifting relative to the monthly top performer. Adding or removing brands never alters existing scores, and published historical data remains permanent.

Our final score combines mention counts across the five engines with logarithmic scaling to deliver a unified visibility score out of 100. Most of that score is how often the engines cite a brand, with smaller weight for how many of the five cite it and how visible the brand is in ordinary search.

Frequently asked questions
How can a brand improve its AI visibility score?
Start with our guide on getting your brand recommended by AI answer engines. The key: AI models cite the sources they encounter in authoritative publications. When outlets like Luxe Digital write about your brand, those articles become material the engines cite when answering shopper questions.
What happens when an engine lacks data for a brand?
The engine is marked as Not Tracked and excluded from the overall calculation. The row will reflect partial coverage (e.g., “4 of 5 engines”) so incomplete data is never mistaken for a zero score.
Do some engines count more than others?
No. ChatGPT, Google AI Mode, Perplexity, Google AI Overviews and Gemini each carry the same weight in the score. We review which engines the Index covers once a year and document any change here.
Why do some engines show incomplete historical charts?
Data tracking began at different times for certain engines. We store data from the exact month coverage started, ensuring historical charts accurately reflect active tracking rather than false drops to zero.
Why is Claude not included in the index?
Reliable citation tracking for Claude is not yet integrated into our dataset. To protect data integrity, we do not estimate metrics. Claude will join the Index on the same footing as the other engines as soon as verified data becomes available.
Why does a brand sometimes show no month-over-month movement?
Newly indexed brands require a three-month baseline before trend movement can be calculated. These listings display as New until historical data is established.
Which brand domains are tracked?
We track all active domains owned by a brand. Because regional sites (like bmwusa.com) often generate higher search volume than global domains (bmw.com), all official brand properties are aggregated into the brand's total score.
Which product categories are excluded from the Index?
Wine, spirits, and champagne are permanently excluded. Inclusion for all other categories is evaluated based on luxury positioning and market presence, with roster updates published periodically.
Read next

Working the
answer engines

These guides cover what moves a brand's mentions.

AI Search vs. Google: The New Rules for Luxury Brand VisibilityWhy ChatGPT Recommends Your CompetitorHow to Get Your Brand Recommended by ChatGPTAI Visibility Checklist for Luxury Brands: 28 Checks You Can Run Today
In partnership with

Make it easy for the right people to find you.

Luxe Digital helps luxury brands get discovered online. Worthbury does the same for the people behind them.

Worthbury is our sister publication. It covers the luxury and lifestyle industry and publishes verified profiles of its members: founders, creative directors, consultants, and specialists.

Read Worthbury (opens in new tab) Apply to join (opens in new tab)