Market cut · United Kingdom

Leading Specialty Retail Brands in AI Search in the United Kingdom

The Specialty Retail index re-ranked using only prompts and answers from United Kingdom.

October 2026 edition

Across the six months through October 2026, Home Depot leads AI search visibility in Specialty Retail in United Kingdom with a Goodie visibility score of 76.1, ahead of Under Armour (57.9) and John Lewis (56.2). The median score across the 21 ranked brands is 36.5, and a score above 37.0 reaches the top ten. The most-cited source grounding these answers is bing.com at 5.7% of all citations, while brand-owned pages account for just 18.6%.

35k prompts · 2.6m AI answers · 12.2m citations · Goodie AI Visibility Index

Industry Benchmarks

October 2026 · Specialty Retail · United Kingdom
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
36.5
Half of the 21 ranked specialty retail brands score below this. The midpoint, not the average, so a few dominant brands do not distort it.
Index-wide median is 71.9
Score to enter the top 10
37.0
Clearing 37.0 puts a brand in the category top ten. The bar sits 0.5 points above the midpoint, so the leaderboard is closely contested.
Brands named per answer
6.4
A typical answer names six brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 7.6
Citation mix
  • UGC 5%
  • Editorial 3%
  • Video 1%
  • Reference 6%
  • Retail 2%
  • Other 83%
Other leads the third-party sources grounding specialty retail 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
18.6%
Owned content is weak here: third-party sources decide most of these answers.
Index-wide average is 26.8%
Industry sentiment
53/100
Mean tone of mentions across the ranked brands that carry a measured value. Per-brand sentiment sits on each brand profile.
Prompts sampled
35k
Real buyer phrasing, 4 models
AI answers analysed
2.6m
319k in October · ▲ 7.4% vs September
Citations parsed
12.2m
1m in October · ▲ 3.0% vs September
Brands observed
1,657
21 ranked here · 1,636 unranked

Brand Visibility Leaderboard

Brand visibility leaderboard for Specialty Retail, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentTop cited source
01Home Depot
76.1
10.2%AI ModeChatGPTCopilotPerplexity▲ 2.470linkedin.com
02Under Armour
57.9
7.8%ChatGPTCopilotPerplexity▲ 0.823sgieurope.com
03John Lewis
56.2
7.5%AI ModeCopilotPerplexity▲ 0.571which.co.uk
04Lowe's
55.7
7.5%AI ModeCopilotPerplexity—57linkedin.com
05Nike
55.5
7.4%AI ModeCopilotPerplexity▲ 1.251sgieurope.com
06Adidas
55.5
7.4%AI ModeCopilotPerplexity▼ 0.147sgieurope.com
07Richer Sounds
55.1
7.4%AI ModeChatGPTCopilot▼ 0.683which.co.uk
08Currys
37.3
5.0%ChatGPTPerplexity—52which.co.uk
09Puma
37.0
5.0%ChatGPTCopilot▲ 0.630sgieurope.com
10Decathlon
37.0
5.0%AI ModeCopilot—47sgieurope.com
21 ranked · visibility is a six-month averageTop 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 Specialty Retail
#DomainCitation shareΔ vs last month
01bing.com
5.7%
—
02mordorintelligence.com
5.5%
—
03alibaba.com
5.1%
—
04google.com
4.8%
▲ 2.1
05wikipedia.org
4.4%
—
06youtube.com
4.3%
—
07usatoday.com
4.0%
▼ 0.7
08reddit.com
3.8%
—
09quora.com
3.8%
—
10simon.com
3.3%
▲ 1.1
Top 10 of 2k domains observedΔ compares Oct with Sep, in percentage points

Prompts, Topics & Movers

What's driving this month's answers

Sampled prompts

Prompts sampled for Specialty Retail, with distinct brands named and sources cited
#PromptBrandsSources
01Electronics retailers with strong after sales support72171
02Sporting goods retailers selling authentic brands91159
03Best veterinary medical supply retailers112157
04Furniture retailers balancing quality and price73144
05Which home improvement stores contractors prefer?47101
5 of 35k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising
Home Depotscore 76.1
▲ 2.4
▲ 2.1
IKEAscore 19.4
▲ 1.3
Falling
▼ 1.4
Richer Soundsscore 55.1
▼ 0.6
Vet Directscore 16.9
▼ 0.1
15 ranked brands scored in both Sep and OctIndustry avg ±0.9/mo

Global Search Demand

Where this industry's questions originate
5,855,845 searches sampled
Tracked markets for Specialty Retail, by sampled search volume
#CountrySearch volume
01United States4.1M
02United Kingdom380K
03Canada287K
04Australia239K
05France219K
06Japan213K
07Germany200K
08Egypt92K
09Italy78K
10Saudi Arabia32K
11United Arab Emirates19K
12Singapore10K
12 tracked markets
This edition

What Changed This Month

Home Depot leads Specialty Retail this edition with a visibility score of 76.1, ahead of Under Armour at 57.9.

bing.com is the most-cited source grounding specialty retail answers, at roughly 5.7% of citations. Brand-owned pages account for 18.6% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked specialty retail brands is 36.5, and a score above 37.0 reaches the industry top ten.

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Where Does Your Brand Stand in AI Search?

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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

This data results from processing millions of real user prompts. We use advanced semantic and agentic processing to categorize them and define intent, filtering out noise to focus on high-value queries.

Global Model Interrogation

We run these prompts across the tracked models and across every 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 · Specialty Retail

Questions?
We Have
the Answers.

Home Depot currently leads AI search visibility in specialty retail with a Goodie visibility score of 76.1, measured across the tracked AI models.

bing.com is the most-cited source in specialty retail AI answers, grounding roughly 5.7% of citations in this industry.

The median score among ranked specialty retail brands is 36.5. A score above 37.0 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.