Market cut · Saudi Arabia

Leading Specialty Retail Brands in AI Search in Saudi Arabia

The Specialty Retail index re-ranked using only prompts and answers from Saudi Arabia.

October 2026 edition

Across the six months through October 2026, Home Depot leads AI search visibility in Specialty Retail in Saudi Arabia with a Goodie visibility score of 78.0, ahead of Lowe's (74.5) and Nike (73.9). The median score across the 23 ranked brands is 20.4, and a score above 35.7 reaches the top ten. The most-cited source grounding these answers is bing.com at 11.3% of all citations, while brand-owned pages account for just 24.4%.

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

Industry Benchmarks

October 2026 · Specialty Retail · Saudi Arabia
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
20.4
Half of the 23 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 72.1
Score to enter the top 10
35.7
Clearing 35.7 puts a brand in the category top ten. The bar sits 15.2 points above the midpoint, so the leaderboard is tightly held.
Brands named per answer
6.9
A typical answer names seven brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 7.8
Citation mix
  • UGC 5%
  • Editorial 3%
  • Video 1%
  • Reference 4%
  • Retail 2%
  • Other 85%
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
24.4%
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
54/100
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
23 ranked here · 1,634 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
78.0
10.3%AI ModeChatGPTCopilotPerplexity▲ 0.570hiri.org
02Lowe's
74.5
9.9%AI ModeChatGPTCopilotPerplexity▼ 1.757hiri.org
03Nike
73.9
9.8%AI ModeChatGPTCopilotPerplexity—47sssports.com
04Adidas
56.1
7.4%AI ModeChatGPTPerplexity▲ 0.342sssports.com
05Best Buy
38.4
5.1%AI ModePerplexity▼ 1.866bestbuy.com
06Jarir Bookstore
38.2
5.1%AI ModeCopilot▲ 1.276extra.com
07Covetrus
37.5
5.0%AI ModeCopilot▲ 0.571covetrus.com
08MWI Animal Health
37.1
4.9%AI ModeChatGPT▲ 1.062covetrus.com
09Under Armour
35.8
4.7%AI ModeChatGPT▲ 1.133sssports.com
10IKEA
35.7
4.7%ChatGPTCopilot▼ 0.346ikea.com
23 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
11.3%
—
02google.com
6.0%
▼ 6.3
03shutterstock.com
4.5%
—
04reddit.com
4.0%
—
05youtube.com
3.9%
—
06instagram.com
3.9%
—
07alhome.com
3.8%
—
08wikipedia.org
3.6%
—
09jobzmall.com
3.6%
—
10linkedin.com
3.6%
—
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 support70229
02Furniture retailers balancing quality and price68222
03Sporting goods retailers selling authentic brands87157
04Best veterinary medical supply retailers101135
05أشتري ماركات رياضية أصلية من وين؟1448
5 of 35k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising
▲ 1.5
Jarir Bookstorescore 38.2
▲ 1.2
Under Armourscore 35.8
▲ 1.1
Falling
Best Buyscore 38.4
▼ 1.8
Lowe'sscore 74.5
▼ 1.7
▼ 0.9
15 ranked brands scored in both Sep and OctIndustry avg ±0.8/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 78.0, ahead of Lowe's at 74.5.

bing.com is the most-cited source grounding specialty retail answers, at roughly 11.3% of citations. Brand-owned pages account for 24.4% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked specialty retail brands is 20.4, and a score above 35.7 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 78.0, measured across the tracked AI models.

bing.com is the most-cited source in specialty retail AI answers, grounding roughly 11.3% of citations in this industry.

The median score among ranked specialty retail brands is 20.4. A score above 35.7 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.