Copilot cut

Leading E-commerce Platforms Brands in AI Search in Saudi Arabia

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

October 2026 edition

Across the six months through October 2026, H&M leads AI search visibility in E-commerce Platforms on Copilot in Saudi Arabia with a Goodie visibility score of 74.1, ahead of Amazon (73.4) and eBay (71.9). The median score across the 10 ranked brands is 70.4, and a score above 68.3 reaches the top ten. The most-cited source grounding these answers is bing.com at 11.2% of all citations, while brand-owned pages account for just 35.7%.

35k prompts · 2.6m AI answers · 11.6m citations · Goodie AI Visibility Index

Industry Benchmarks

October 2026 · E-commerce Platforms · Copilot
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
70.4
Half of the 10 ranked e-commerce platforms brands score below this. The midpoint, not the average, so a few dominant brands do not distort it.
Index-wide median is 71.1
Score to enter the top 10
68.3
Clearing 68.3 puts a brand in the category top ten. The bar sits 2.1 points below the midpoint, so the leaderboard is closely contested.
Brands named per answer
6.5
A typical answer names seven brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 6.8
Citation mix
  • Editorial 1%
  • Reference 8%
  • Retail 12%
  • Other 79%
Other leads the third-party sources grounding e-commerce platforms 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
35.7%
Owned content is unusually strong here, brand domains are a citation source in their own right rather than just the subject of third-party coverage.
Index-wide average is 26.8%
Industry sentiment
60/100
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 · ▲ 7.0% vs September
Citations parsed
11.6m
1m in October · ▼ 2.6% vs September
Brands observed
1,176
10 ranked here · 1,166 unranked

Brand Visibility Leaderboard

Brand visibility leaderboard for E-commerce Platforms, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentTop cited source
01H&M
74.1
10.5%Copilot—42semrush.com
02Amazon
73.4
10.4%Copilot▲ 0.156shopify.com
03eBay
71.9
10.2%Copilot—69ebay.com
04Shein
71.5
10.1%Copilot—57semrush.com
05Returnly
70.7
10.0%Copilot—73redo.com
06Petco
70.1
9.9%Copilot▼ 3.041hepper.com
07Etsy
70.1
9.9%Copilot—53etsy.com
08Threads
69.3
9.8%Copilot▼ 0.772semrush.com
09HungerStation
68.4
9.7%Copilot—67hungerstation.com
10Nana
68.3
9.6%Copilot—75nana.sa
10 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 E-commerce Platforms
#DomainCitation shareΔ vs last month
01bing.com
11.2%
—
02google.com
11.2%
—
03salla.sa
3.7%
—
04shopify.com
3.6%
—
05wikipedia.org
2.7%
—
06statista.com
2.7%
—
07ebay.com
2.1%
—
08amazon.sa
2.1%
▲ 2.9
09noon.com
2.0%
▼ 1.7
10aleef.com
1.9%
—
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 E-commerce Platforms, with distinct brands named and sources cited
#PromptBrandsSources
01Online marketplaces for pet supplies2953
02Grocery delivery apps with reliable service2529
03Platforms offering easy returns and refunds2224
04Fashion e commerce sites trending this year6023
05أي تطبيق طلبات بقالة يوصل في الموعد؟98
5 of 35k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising
Amazonscore 73.4
▲ 0.1
Falling
Petcoscore 70.1
▼ 3.0
Threadsscore 69.3
▼ 0.7
3 ranked brands scored in both Sep and OctIndustry avg ±1.3/mo

Global Search Demand

Where this industry's questions originate
78,123 searches sampled
Tracked markets for E-commerce Platforms, by sampled search volume
#CountrySearch volume
01United States47K
02United Kingdom7K
03Germany6K
04France4K
05Australia3K
06Canada3K
07Egypt3K
08Saudi Arabia2K
09Japan1K
10Italy981
11United Arab Emirates551
12Singapore450
12 tracked markets
This edition

What Changed This Month

H&M leads E-commerce Platforms this edition with a visibility score of 74.1, ahead of Amazon at 73.4.

bing.com is the most-cited source grounding e-commerce platforms answers, at roughly 11.2% of citations. Brand-owned pages account for 35.7% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked e-commerce platforms brands is 70.4, and a score above 68.3 reaches the industry top ten.

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Where Does Your Brand Stand in AI Search?

Enter a domain to see its visibility score, strongest industry, model gaps, competitors ahead, and the sources grounding its answers.

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

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 · E-commerce Platforms

Questions?
We Have
the Answers.

H&M currently leads AI search visibility in e-commerce platforms with a Goodie visibility score of 74.1, measured across the tracked AI models.

bing.com is the most-cited source in e-commerce platforms AI answers, grounding roughly 11.2% of citations in this industry.

The median score among ranked e-commerce platforms brands is 70.4. A score above 68.3 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.