ChatGPT cut

Leading Quick Service Restaurants Brands in AI Search in China

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

October 2026 edition

Across the six months through October 2026, The Halal Guys leads AI search visibility in Quick Service Restaurants on ChatGPT in China with a Goodie visibility score of 74.4, ahead of Layne's Chicken Fingers (73.9) and In-N-Out Burger (73.2). The median score across the 10 ranked brands is 68.8, and a score above 63.1 reaches the top ten. The most-cited source grounding these answers is wikipedia.org at 6.6% of all citations, while brand-owned pages account for just 3.9%.

34k prompts · 2.5m AI answers · 11.3m citations · Goodie AI Visibility Index

Industry Benchmarks

October 2026 · Quick Service Restaurants · 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
68.8
Half of the 10 ranked quick service restaurants brands score below this. The midpoint, not the average, so a few dominant brands do not distort it.
Index-wide median is 69.8
Score to enter the top 10
63.1
Clearing 63.1 puts a brand in the category top ten. The bar sits 5.7 points below the midpoint, so the leaderboard is closely contested.
Brands named per answer
11.3
A typical answer names eleven brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 11.0
Citation mix
  • UGC 1%
  • Editorial 10%
  • Reference 13%
  • Retail 1%
  • Other 75%
Other leads the third-party sources grounding quick service restaurants 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
3.9%
Owned content is weak here: third-party sources decide most of these answers.
Index-wide average is 26.8%
Industry sentiment
55/100
Mean tone of mentions across the ranked brands that carry a measured value. Per-brand sentiment sits on each brand profile.
Prompts sampled
34k
Real buyer phrasing, 4 models
AI answers analysed
2.5m
291k in October · ▲ 17.3% vs September
Citations parsed
11.3m
1m in October · ▲ 13.9% vs September
Brands observed
528
10 ranked here · 518 unranked

Brand Visibility Leaderboard

Brand visibility leaderboard for Quick Service Restaurants, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentTop cited source
01The Halal Guys
74.4
10.8%ChatGPT—28lemonde.fr
02Layne's Chicken Fingers
73.9
10.7%ChatGPT—56mashed.com
03In-N-Out Burger
73.2
10.6%ChatGPT—60axios.com
04Houston TX Hot Chicken
71.4
10.3%ChatGPT—80mashed.com
05Wendy’s
69.2
10.0%ChatGPT—44axios.com
06Taco Bell
68.3
9.9%ChatGPT—58axios.com
07Dave's Hot Chicken
67.1
9.7%ChatGPT—66wikipedia.org
08Raising Cane's
66.0
9.5%ChatGPT—63lemonde.fr
09Domino’s
64.9
9.4%ChatGPT—49axios.com
10Starbucks
63.1
9.1%ChatGPT—48brandfinance.com
10 ranked · visibility is a six-month averageTop source = most frequent source in answers mentioning the brand · Δ compares Oct with Aug

Most-Cited Domains

The answer supply chain
Most-cited domains in AI answers for Quick Service Restaurants
#DomainCitation shareΔ vs last month
01wikipedia.org
6.6%
▼ 1.9
02axios.com
5.6%
—
03sec.gov
5.3%
—
04delish.com
4.3%
—
05lemonde.fr
3.8%
▲ 1.6
06consumeraffairs.com
3.2%
—
07cloudfront.net
2.7%
—
08forbes.com
2.7%
—
09ndtv.com
2.7%
—
10eathealthy365.com
2.7%
—
Top 10 of 1k domains observedΔ compares Oct with Aug, in percentage points

Prompts, Topics & Movers

What's driving this month's answers

Sampled prompts

Prompts sampled for Quick Service Restaurants, with distinct brands named and sources cited
#PromptBrandsSources
01Fried chicken chains expanding rapidly3843
02Are halal fast food chains growing globally?2136
03Which fast food chains offer best value?2234
04Best burger chains4832
05哪家快餐吃完不会觉得被宰了?64
5 of 34k sampledDistinct brands named & sources cited

Global Search Demand

Where this industry's questions originate
3,172,320 searches sampled
Tracked markets for Quick Service Restaurants, by sampled search volume
#CountrySearch volume
01United States2.5M
02United Kingdom244K
03Canada168K
04Australia96K
05Germany52K
06France48K
07Italy17K
08Egypt15K
09United Arab Emirates15K
10Japan14K
11Singapore14K
12Saudi Arabia11K
12 tracked markets
This edition

What Changed This Month

The Halal Guys leads Quick Service Restaurants this edition with a visibility score of 74.4, ahead of Layne's Chicken Fingers at 73.9.

wikipedia.org is the most-cited source grounding quick service restaurants answers, at roughly 6.6% of citations. Brand-owned pages account for 3.9% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked quick service restaurants brands is 68.8, and a score above 63.1 reaches the industry top ten.

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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 · Quick Service Restaurants

Questions?
We Have
the Answers.

The Halal Guys currently leads AI search visibility in quick service restaurants with a Goodie visibility score of 74.4, measured across the tracked AI models.

wikipedia.org is the most-cited source in quick service restaurants AI answers, grounding roughly 6.6% of citations in this industry.

The median score among ranked quick service restaurants brands is 68.8. A score above 63.1 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.