ChatGPT cut

Leading Fragrance Brands in AI Search

The same monthly sample, re-ranked using only ChatGPT answers.

October 2026 edition

Across the six months through October 2026, Ariana Grande leads AI search visibility in Fragrance on ChatGPT with a Goodie visibility score of 74.9, ahead of Britney Spears (73.7) and Chanel (73.6). The median score across the 12 ranked brands is 73.2, and a score above 72.8 reaches the top ten. The most-cited source grounding these answers is wikipedia.org at 5.2% of all citations, while brand-owned pages account for just 20.6%.

36k prompts · 2.6m AI answers · 11.2m citations · Goodie AI Visibility Index

Industry Benchmarks

October 2026 · Fragrance · ChatGPT
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
73.2
Half of the 12 ranked fragrance brands score below this. The midpoint, not the average, so a few dominant brands do not distort it.
Score to enter the top 10
72.8
Clearing 72.8 puts a brand in the category top ten. The bar sits 0.4 points below the midpoint, so the leaderboard is closely contested.
Brands named per answer
10.3
A typical answer names ten brands, so the consideration set is wide and a mention is comparatively easy to earn.
Citation mix
  • UGC 1%
  • Editorial 1%
  • Reference 5%
  • Retail 1%
  • Other 92%
Other leads the third-party sources grounding fragrance answers. Brand-owned citations sit in the next cell and are not counted here. “Other” covers domains we have not classified into a type yet.
Brand-owned citation share
20.6%
Owned content sits below the index-wide average here: third-party sources decide most of these answers.
Index-wide average is 26.8%
Industry sentiment
59/100
Mean tone of mentions across the ranked brands that carry a measured value. Per-brand sentiment sits on each brand profile.
Prompts sampled
36k
Real buyer phrasing, 4 models
AI answers analysed
2.6m
297k in October · ▲ 23.2% vs September
Citations parsed
11.2m
1m in October · ▲ 20.0% vs September
Brands observed
510
12 ranked here · 498 unranked

Brand Visibility Leaderboard

Brand visibility leaderboard for Fragrance, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentMarketsTop cited source
01Ariana Grande
74.9
8.6%ChatGPT▲ 1.06812/13landyschemist.com
02Britney Spears
73.7
8.4%ChatGPT▲ 2.5716/13landyschemist.com
03Chanel
73.6
8.4%ChatGPT▲ 3.76112/13lvmh.com
04Guerlain
73.6
8.4%ChatGPT▲ 2.06613/13lvmh.com
05Ajmal Perfumes
73.3
8.4%ChatGPT—656/13reddit.com
06Givenchy
73.3
8.4%ChatGPT▲ 4.4217/13lvmh.com
07Yves Saint Laurent
73.1
8.4%ChatGPT▼ 1.3336/13lvmh.com
08Dior Parfums
72.9
8.3%ChatGPT▲ 3.1639/13lvmh.com
09Arabian Oud
72.9
8.3%ChatGPT▲ 3.66911/13reddit.com
10Maison Francis Kurkdjian
72.8
8.3%ChatGPT▲ 3.6607/13lvmh.com
12 ranked · visibility is a six-month average · worldwide ranking requires presence in at least 5 of 13 marketsTop source = most frequent source in answers mentioning the brand · Δ compares Oct with Sep

Most-Cited Domains

The answer supply chain
Most-cited domains in AI answers for Fragrance
#DomainCitation shareΔ vs last month
01wikipedia.org
5.2%
—
02reddit.com
3.5%
—
03alibaba.com
2.9%
—
04lvmh.com
2.7%
▲ 3.6
05abdulsamadalqurashi.com
2.5%
▲ 0.8
06anisha.agency
2.4%
—
07perfumenez.com
2.3%
—
08scento.com
2.1%
—
09guerlain.com
2.0%
▲ 1.8
10walmart.com
2.0%
▼ 0.9
Top 10 of 1k domains observedΔ compares Oct with Sep, in percentage points

Prompts, Topics & Movers

What's driving this month's answers

Sampled prompts

Prompts sampled for Fragrance, with distinct brands named and sources cited
#PromptBrandsSources
01Fragrance companies with strong heritage4352
02French perfume houses dominating global markets2141
03Perfume brands popular in the Middle East2931
04Arabian oud brands known for authenticity2131
05Celebrity fragrances that sell well1626
5 of 36k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising
Givenchyscore 73.3
▲ 4.4
Chanelscore 73.6
▲ 3.7
▲ 3.6
Falling
▼ 1.3
11 ranked brands scored in both Sep and OctIndustry avg ±2.5/mo

Global Search Demand

Where this industry's questions originate
4,981,413 searches sampled
Tracked markets for Fragrance, by sampled search volume
#CountrySearch volume
01United States1.3M
02Japan868K
03United Kingdom828K
04France637K
05Germany385K
06Australia286K
07Canada245K
08Egypt136K
09Italy116K
10Saudi Arabia86K
11United Arab Emirates82K
12Singapore27K
12 tracked markets
This edition

What Changed This Month

Ariana Grande leads Fragrance this edition with a visibility score of 74.9, ahead of Britney Spears at 73.7.

wikipedia.org is the most-cited source grounding fragrance answers, at roughly 5.2% of citations. Brand-owned pages account for 20.6% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked fragrance brands is 73.2, and a score above 72.8 reaches the industry top ten.

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Where Does Your Brand Stand in AI Search?

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31 industries4 models355m+ citation observationsFree unlimited checks
What you get
  • Visibility score
  • Industry rank
  • Brands ahead of you
  • Model and source gaps
Our Methodology

Our Approach to Gathering AI Visibility Data

We process millions of real prompts across AI Mode, ChatGPT, Copilot and Perplexity, then track which brands, products, and domains show up in the answers. That's the raw data behind every score in the Index.

Real Intent Capture

Each tracked industry has a fixed set of prompts modelled on how people actually ask about it, so one month can be compared directly with the next.

Global Model Interrogation

We run each industry's prompts across the tracked models in each market we cover, so each market is scored on its own answers rather than on a global average applied everywhere.

Attribution Mapping

We analyze the generated answers to capture the "Kingmaker" domains: the specific sources models cite most often in the answers that name a brand, so you can see which sources the models lean on where you appear and where you do not.

Three-dimensional logo of Goodie, an end-to-end AI search visibility platform.
FAQ · Fragrance

Questions?
We Have
the Answers.

Ariana Grande currently leads AI search visibility in fragrance with a Goodie visibility score of 74.9, measured across the tracked AI models.

wikipedia.org is the most-cited source in fragrance AI answers, grounding roughly 5.2% of citations in this industry.

The median score among ranked fragrance brands is 73.2. A score above 72.8 places a brand in the industry top ten.

Each edition samples the same tracked prompt set across the models Goodie follows, then ranks brands by how often they are named in those answers.

Monthly. Each edition re-samples the tracked prompt set so month-over-month figures are directly comparable.