Urban Legend
urbanlegend.coNo measurement in this batch
Urban Legend is a platform for organising political lobbying using social media influencers.
UZH Foundation
uzhfoundation.chNo measurement in this batch
UZH Foundation is an organization in Zurich, Switzerland.
Vereinte Dienstleistungsgewerkschaft
verdi.deNo measurement in this batch
German trade union within the German Trade Union Confederation (DGB).
Verkehrsclub Deutschland Nordrhein-Westfalen
nrw.vcd.orgNo measurement in this batch
Transportation club in Germany.
Vinyl Group Ltd
vinyl.groupNo measurement in this batch
Vinyl Group Ltd is a Publicly listed media and music technology company.
Vox Pop Labs
voxpoplabs.comNo measurement in this batch
Vox Pop Labs is a Certified B Corporation based in Canada.
Vuelo del Cometa
ivoox.comNo measurement in this batch
Spanish literary podcast co-hosted by Álvaro Aparicio and Diana Soriano.
West Coast Wilderness Railway
wcwr.com.auNo measurement in this batch
Rebuilt railway between Queenstown and Strahan, Western Tasmania.
Westminster Foundation for Democracy
wfd.orgNo measurement in this batch
UK non-departmental public body.
White Helmets
whitehelmets.orgNo measurement in this batch
White Helmets is a Syrian volunteer civil defense organization.
WhoSampled
whosampled.comNo measurement in this batch
WhoSampled is a British website cataloging sampling in music.
Wildlife and Environmental Conservation Society of Zambia
conservationzambia.orgNo measurement in this batch
Wildlife conservation, environmental waste , Forest management.
Working Group of Bicycle-Friendly Municipalities in Bavaria
agfk-bayern.deNo measurement in this batch
Association of municipalities seeking the award »Bicycle-Friendly Municipality in Bavaria«.
World Association of Theoretical and Computational Chemists
watoc.netNo measurement in this batch
World Association of Theoretical and Computational Chemists is an organization.
World Gold Council
gold.orgNo measurement in this batch
International trade association for the gold industry.
World Rainforest Movement
wrm.org.uyNo measurement in this batch
Environmentalist group based in Uruguay.
World Records India
worldrecordsindia.comNo measurement in this batch
World Records India is an Indian records organisation.
Yancoal Australia
yancoal.com.auNo measurement in this batch
Yancoal Australia is a Coal mining company.
Yvelines departmental fire and rescue service
sdis78.frNo measurement in this batch
Fire department of Yvelines, France.
Zarząd Dróg Miasta Krakowa
zdmk.krakow.plNo measurement in this batch
Roads authority in Kraków, Poland.
Organizations
Read source-backed company knowledge and inspect how AI answers compare brands for specific buyer questions. Each offers a different view of this industry.
Start with what you need
Explore company capabilities and answers for a shared buyer need. Follow the services and experience relevant to your work.
This category contains 1,612 companies. No public industry panel is available yet.
10 companies with comparable public answers (in this result batch).
Listing is not measurement. Companies without eligible public answers are not scored or ranked.
Public answer panels
Each panel is one retained question-and-system sample, not an industry-wide score. Regions describe the measurement, not the company directory.
This is one page of the public report catalogue, filtered to this industry, plus selected public trackers. Other public-report pages may contain more industry panels.
Café de Coral
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | Fairwood | 9 / 12 | 75% |
| #2 | Café de Coral | 6 / 12 | 50% |
| #2 | Maxim’s MX | 6 / 12 | 50% |
| #4 | McDonald’s | 5 / 12 | 41.7% |
| #5 | TamJai SamGor | 4 / 12 | 33.3% |
Show 44 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #5 | Yoshinoya | 4 / 12 | 33.3% |
| #7 | Tai Hing | 3 / 12 | 25% |
| #7 | TamJai Yunnan Mixian | 3 / 12 | 25% |
| #9 | KFC | 2 / 12 | 16.7% |
| #9 | Men Wah Bing Teng | 2 / 12 | 16.7% |
| #9 | Pepper Lunch | 2 / 12 | 16.7% |
| #9 | Pepper Lunch Express | 2 / 12 | 16.7% |
| #9 | Pizza Hut | 2 / 12 | 16.7% |
| #14 | Asam Chicken Rice | 1 / 12 | 8.3% |
| #14 | Crystal Jade | 1 / 12 | 8.3% |
| #14 | Din Tai Fung | 1 / 12 | 8.3% |
| #14 | Doctor Beans | 1 / 12 | 8.3% |
| #14 | Genki Sushi | 1 / 12 | 8.3% |
| #14 | Gyu-Kaku | 1 / 12 | 8.3% |
| #14 | Gyu-Kaku Buffet | 1 / 12 | 8.3% |
| #14 | Hong Kong Wing Nin Cart Noodle Tea Restaurant | 1 / 12 | 8.3% |
| #14 | Joy Hing Roasted Meat | 1 / 12 | 8.3% |
| #14 | Katsuo Udon | 1 / 12 | 8.3% |
| #14 | Kin Kao | 1 / 12 | 8.3% |
| #14 | Lei Garden | 1 / 12 | 8.3% |
| #14 | Mak’s Noodle | 1 / 12 | 8.3% |
| #14 | Master Congee | 1 / 12 | 8.3% |
| #14 | Menya Kokoro | 1 / 12 | 8.3% |
| #14 | Milk Cafe | 1 / 12 | 8.3% |
| #14 | MOS Burger | 1 / 12 | 8.3% |
| #14 | Oliver’s Super Sandwiches | 1 / 12 | 8.3% |
| #14 | Ootoya | 1 / 12 | 8.3% |
| #14 | Pacific Coffee | 1 / 12 | 8.3% |
| #14 | Pret A Manger | 1 / 12 | 8.3% |
| #14 | Saizeriya | 1 / 12 | 8.3% |
| #14 | Shake Shack | 1 / 12 | 8.3% |
| #14 | Starbucks | 1 / 12 | 8.3% |
| #14 | Subway | 1 / 12 | 8.3% |
| #14 | Sukiya | 1 / 12 | 8.3% |
| #14 | Super Super Congee & Noodle | 1 / 12 | 8.3% |
| #14 | Tempura Makino | 1 / 12 | 8.3% |
| #14 | Trusty Congee King | 1 / 12 | 8.3% |
| #14 | Tsui Wah | 1 / 12 | 8.3% |
| #14 | Yakiniku Like | 1 / 12 | 8.3% |
| #14 | 牛大人 | 1 / 12 | 8.3% |
| #46 | Bakehouse | 0 / 12 | 0% |
| #46 | Check In Taipei | 0 / 12 | 0% |
| #46 | Kanzan Menya | 0 / 12 | 0% |
| #46 | Little Bao | 0 / 12 | 0% |
Peer names are shown as observed. Only the measured target is linked to an authoritative company profile.
A snapshot of how AI assistants recommend brands.
See how often each brand was recommended across the retained buyer questions and eligible AI answers.
One dated question panel, not a score for every company.
Each panel is one retained question-and-system sample, not an industry-wide score. Regions describe the measurement, not the company directory.
- Measurement region
- Hong Kong
- Requested question / answer language
- American English
- Observation window (UTC)
- Oct 29, 2026, 5:07 AM – Oct 29, 2026, 6:08 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 在香港找平日午餐，預算港幣70元連飲品，有哪些連鎖餐廳值得考慮？ in Hong Kong?
- 在觀塘返工，午飯時間想快一點吃完，有哪些連鎖餐廳值得比較？ in Hong Kong?
- 在沙田和家人吃晚飯，人均約港幣120元，有哪些連鎖餐廳值得考慮？ in Hong Kong?
- 在香港想找早餐選擇多、價錢清楚的連鎖餐廳，有哪些品牌值得比較？ in Hong Kong?
No comparable previous checkpoint in this panel.
Collection and assessment details
- Ranking method
- ready-scan.market-ranking.v1
- Assessor
- ["vercel","openai/gpt-6-luna"]
- Retained collection settings
- ["vercel","openai/gpt-6-luna","vercel_native_web_search","enabled","openai","fresh"]
- ["vercel","anthropic/claude-haiku-5.5","vercel_native_web_search","enabled","anthropic","fresh"]
- ["vercel","google/gemini-3.7-flash","vercel_native_web_search","enabled","google","fresh"]
English Excel
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | British Council | 8 / 12 | 66.7% |
| #2 | Monkey Tree | 6 / 12 | 50% |
| #3 | Babington Education | 3 / 12 | 25% |
| #3 | i-Learner | 3 / 12 | 25% |
| #5 | ESF Explore | 2 / 12 | 16.7% |
Show 43 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #5 | Jolly Kingdom | 2 / 12 | 16.7% |
| #5 | Little Oxbridge Learning Centre | 2 / 12 | 16.7% |
| #5 | WiseLad Education | 2 / 12 | 16.7% |
| #9 | Abbey English Centre | 1 / 12 | 8.3% |
| #9 | Baker & Bloom | 1 / 12 | 8.3% |
| #9 | BGCA | 1 / 12 | 8.3% |
| #9 | Brainstorming Education | 1 / 12 | 8.3% |
| #9 | Broadsight | 1 / 12 | 8.3% |
| #9 | Dramatic English | 1 / 12 | 8.3% |
| #9 | Elephant Community Press | 1 / 12 | 8.3% |
| #9 | Elite Kids English | 1 / 12 | 8.3% |
| #9 | Faust International Youth Theatre | 1 / 12 | 8.3% |
| #9 | Fun To Learn English | 1 / 12 | 8.3% |
| #9 | Ginny Education Centre | 1 / 12 | 8.3% |
| #9 | Gold Star English | 1 / 12 | 8.3% |
| #9 | GSE Speak Easy | 1 / 12 | 8.3% |
| #9 | Helen Doron English | 1 / 12 | 8.3% |
| #9 | HK Easy Peasy | 1 / 12 | 8.3% |
| #9 | Hong Kong Institute of Languages | 1 / 12 | 8.3% |
| #9 | Jungle Paradise | 1 / 12 | 8.3% |
| #9 | Kumon | 1 / 12 | 8.3% |
| #9 | MAC Education Centre | 1 / 12 | 8.3% |
| #9 | Maple Bear Hong Kong | 1 / 12 | 8.3% |
| #9 | ME Education | 1 / 12 | 8.3% |
| #9 | MLC English Centre | 1 / 12 | 8.3% |
| #9 | MLC Language Centre | 1 / 12 | 8.3% |
| #9 | Modern Bachelor Education | 1 / 12 | 8.3% |
| #9 | PIcgrove Voice Workshop | 1 / 12 | 8.3% |
| #9 | Popular Learning | 1 / 12 | 8.3% |
| #9 | Resolute Education Centre | 1 / 12 | 8.3% |
| #9 | Simply English | 1 / 12 | 8.3% |
| #9 | Spencer Lam | 1 / 12 | 8.3% |
| #9 | Sunflower English | 1 / 12 | 8.3% |
| #9 | The Kelly Yang Project | 1 / 12 | 8.3% |
| #9 | Tots Education | 1 / 12 | 8.3% |
| #41 | Chancery English Centre | 0 / 12 | 0% |
| #41 | English Excel | 0 / 12 | 0% |
| #41 | Jolly Kingdom English Learning Centre | 0 / 12 | 0% |
| #41 | Little Oxbridge | 0 / 12 | 0% |
| #41 | Monkey Tree English Learning Center | 0 / 12 | 0% |
| #41 | Mud Pies Education | 0 / 12 | 0% |
| #41 | Phonics Land | 0 / 12 | 0% |
| #41 | Wide Eye Learning Centre | 0 / 12 | 0% |
Peer names are shown as observed. Only the measured target is linked to an authoritative company profile.
A snapshot of how AI assistants recommend brands.
See how often each brand was recommended across the retained buyer questions and eligible AI answers.
One dated question panel, not a score for every company.
Each panel is one retained question-and-system sample, not an industry-wide score. Regions describe the measurement, not the company directory.
- Measurement region
- Hong Kong
- Requested question / answer language
- American English
- Observation window (UTC)
- Oct 29, 2026, 4:52 AM – Oct 29, 2026, 5:04 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 在香港替小一學生找英語拼音班，有哪些學習中心值得比較？ in Hong Kong?
- 小朋友讀小二，想提升英文閱讀理解而不只是做操練，香港有哪些英語中心值得考慮？ in Hong Kong?
- 小朋友不太敢開口說英文，想在香港找小班互動課程，有哪些中心值得了解？ in Hong Kong?
- 在沙田替小四學生找英文寫作課程，有哪些學習中心值得比較？ in Hong Kong?
No comparable previous checkpoint in this panel.
Collection and assessment details
- Ranking method
- ready-scan.market-ranking.v1
- Assessor
- ["vercel","openai/gpt-6-luna"]
- Retained collection settings
- ["vercel","openai/gpt-6-luna","vercel_native_web_search","enabled","openai","shared_completed"]
- ["vercel","anthropic/claude-haiku-5.5","vercel_native_web_search","enabled","anthropic","shared_completed"]
- ["vercel","google/gemini-3.7-flash","vercel_native_web_search","enabled","google","shared_completed"]
- ["vercel","openai/gpt-6-luna","vercel_native_web_search","enabled","openai","shared_inflight"]
- ["vercel","google/gemini-3.7-flash","vercel_native_web_search","enabled","google","shared_inflight"]
Enrich English
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | British Council | 8 / 12 | 66.7% |
| #2 | Monkey Tree | 6 / 12 | 50% |
| #3 | Babington Education | 3 / 12 | 25% |
| #3 | i-Learner | 3 / 12 | 25% |
| #3 | Little Oxbridge Learning Centre | 3 / 12 | 25% |
Show 40 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #6 | ESF Explore | 2 / 12 | 16.7% |
| #6 | Jolly Kingdom | 2 / 12 | 16.7% |
| #6 | MLC Language Centre | 2 / 12 | 16.7% |
| #6 | Wiselad Education | 2 / 12 | 16.7% |
| #10 | Abbey English Centre | 1 / 12 | 8.3% |
| #10 | Baker & Bloom | 1 / 12 | 8.3% |
| #10 | Brainstorming Education | 1 / 12 | 8.3% |
| #10 | Broadsight | 1 / 12 | 8.3% |
| #10 | Dramatic English | 1 / 12 | 8.3% |
| #10 | Elephant Community Press | 1 / 12 | 8.3% |
| #10 | Elite Kids English | 1 / 12 | 8.3% |
| #10 | Faust International Youth Theatre | 1 / 12 | 8.3% |
| #10 | Fun To Learn English | 1 / 12 | 8.3% |
| #10 | Ginny Education | 1 / 12 | 8.3% |
| #10 | Gold Star English | 1 / 12 | 8.3% |
| #10 | GSE Speak Easy | 1 / 12 | 8.3% |
| #10 | Helen Doron English | 1 / 12 | 8.3% |
| #10 | HK Easy Peasy | 1 / 12 | 8.3% |
| #10 | Hong Kong Boys' and Girls' Clubs Association | 1 / 12 | 8.3% |
| #10 | Hong Kong Institute of Languages | 1 / 12 | 8.3% |
| #10 | Jungle Paradise | 1 / 12 | 8.3% |
| #10 | Kumon | 1 / 12 | 8.3% |
| #10 | MAC Education Centre | 1 / 12 | 8.3% |
| #10 | Maple Bear Hong Kong | 1 / 12 | 8.3% |
| #10 | ME Education | 1 / 12 | 8.3% |
| #10 | Modern Bachelor Education | 1 / 12 | 8.3% |
| #10 | PIcgrove Voice Workshop | 1 / 12 | 8.3% |
| #10 | Popular Learning | 1 / 12 | 8.3% |
| #10 | Resolute Education Centre | 1 / 12 | 8.3% |
| #10 | Simply English | 1 / 12 | 8.3% |
| #10 | Spencer Lam | 1 / 12 | 8.3% |
| #10 | Sunflower English | 1 / 12 | 8.3% |
| #10 | The Kelly Yang Project | 1 / 12 | 8.3% |
| #10 | Tots Education | 1 / 12 | 8.3% |
| #10 | Wide Eye Learning Centre | 1 / 12 | 8.3% |
| #41 | Chancery English Centre | 0 / 12 | 0% |
| #41 | Enrich English | 0 / 12 | 0% |
| #41 | Mud Pies Education | 0 / 12 | 0% |
| #41 | Phonics Land | 0 / 12 | 0% |
| #41 | Phonics Plus | 0 / 12 | 0% |
Peer names are shown as observed. Only the measured target is linked to an authoritative company profile.
A snapshot of how AI assistants recommend brands.
See how often each brand was recommended across the retained buyer questions and eligible AI answers.
One dated question panel, not a score for every company.
Each panel is one retained question-and-system sample, not an industry-wide score. Regions describe the measurement, not the company directory.
- Measurement region
- Hong Kong
- Requested question / answer language
- American English
- Observation window (UTC)
- Oct 29, 2026, 4:52 AM – Oct 29, 2026, 5:04 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 在香港替小一學生找英語拼音班，有哪些學習中心值得比較？ in Hong Kong?
- 小朋友讀小二，想提升英文閱讀理解而不只是做操練，香港有哪些英語中心值得考慮？ in Hong Kong?
- 小朋友不太敢開口說英文，想在香港找小班互動課程，有哪些中心值得了解？ in Hong Kong?
- 在沙田替小四學生找英文寫作課程，有哪些學習中心值得比較？ in Hong Kong?
No comparable previous checkpoint in this panel.
Collection and assessment details
- Ranking method
- ready-scan.market-ranking.v1
- Assessor
- ["vercel","openai/gpt-6-luna"]
- Retained collection settings
- ["vercel","openai/gpt-6-luna","vercel_native_web_search","enabled","openai","shared_completed"]
- ["vercel","anthropic/claude-haiku-5.5","vercel_native_web_search","enabled","anthropic","shared_completed"]
- ["vercel","google/gemini-3.7-flash","vercel_native_web_search","enabled","google","shared_completed"]
Fairwood
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | Café de Coral | 8 / 12 | 66.7% |
| #2 | Fairwood | 7 / 12 | 58.3% |
| #3 | Maxim's MX | 5 / 12 | 41.7% |
| #4 | TamJai SamGor | 3 / 12 | 25% |
| #4 | TamJai Yunnan Mixian | 3 / 12 | 25% |
Show 48 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #4 | Yoshinoya | 3 / 12 | 25% |
| #7 | McDonald's | 2 / 12 | 16.7% |
| #7 | Pepper Lunch Express | 2 / 12 | 16.7% |
| #7 | Pizza Hut | 2 / 12 | 16.7% |
| #7 | Tai Hing | 2 / 12 | 16.7% |
| #11 | Asam Chicken Rice | 1 / 12 | 8.3% |
| #11 | Bull Demon King Taiwanese Hot Pot | 1 / 12 | 8.3% |
| #11 | Crystal Jade | 1 / 12 | 8.3% |
| #11 | Din Tai Fung | 1 / 12 | 8.3% |
| #11 | Doctor Beans | 1 / 12 | 8.3% |
| #11 | Genki Sushi | 1 / 12 | 8.3% |
| #11 | Gyu-Kaku | 1 / 12 | 8.3% |
| #11 | Gyu-Kaku Buffet | 1 / 12 | 8.3% |
| #11 | Hong Kong Wing Nin Cart Noodles Tea Restaurant | 1 / 12 | 8.3% |
| #11 | Katsuo Udon | 1 / 12 | 8.3% |
| #11 | Lei Garden | 1 / 12 | 8.3% |
| #11 | Men Wah Bing Teng | 1 / 12 | 8.3% |
| #11 | Menya Kokoro | 1 / 12 | 8.3% |
| #11 | Milk Cafe | 1 / 12 | 8.3% |
| #11 | Ngan Lung Noodle and Tea Restaurant | 1 / 12 | 8.3% |
| #11 | Oliver's Super Sandwiches | 1 / 12 | 8.3% |
| #11 | Ootoya | 1 / 12 | 8.3% |
| #11 | Pepper Lunch | 1 / 12 | 8.3% |
| #11 | Pret A Manger | 1 / 12 | 8.3% |
| #11 | Saizeriya | 1 / 12 | 8.3% |
| #11 | Seafood Congee Shop | 1 / 12 | 8.3% |
| #11 | Shake Shack | 1 / 12 | 8.3% |
| #11 | Subway | 1 / 12 | 8.3% |
| #11 | Sukiya | 1 / 12 | 8.3% |
| #11 | Tempura Makino | 1 / 12 | 8.3% |
| #11 | Treehouse | 1 / 12 | 8.3% |
| #11 | Trusty Congee King | 1 / 12 | 8.3% |
| #38 | Bakehouse | 0 / 12 | 0% |
| #38 | Check In Taipei | 0 / 12 | 0% |
| #38 | Joy Hing Roasted Meat | 0 / 12 | 0% |
| #38 | Kanzan Menya | 0 / 12 | 0% |
| #38 | KFC | 0 / 12 | 0% |
| #38 | Kin Kao | 0 / 12 | 0% |
| #38 | Little Bao | 0 / 12 | 0% |
| #38 | Mak's Noodle | 0 / 12 | 0% |
| #38 | Master Congee | 0 / 12 | 0% |
| #38 | Mos Burger | 0 / 12 | 0% |
| #38 | One Porridge and Noodles | 0 / 12 | 0% |
| #38 | Pacific Coffee | 0 / 12 | 0% |
| #38 | Starbucks | 0 / 12 | 0% |
| #38 | Super Super Congee & Noodle | 0 / 12 | 0% |
| #38 | Tsui Wah | 0 / 12 | 0% |
| #38 | Yakiniku Like | 0 / 12 | 0% |
Peer names are shown as observed. Only the measured target is linked to an authoritative company profile.
A snapshot of how AI assistants recommend brands.
See how often each brand was recommended across the retained buyer questions and eligible AI answers.
One dated question panel, not a score for every company.
Each panel is one retained question-and-system sample, not an industry-wide score. Regions describe the measurement, not the company directory.
- Measurement region
- Hong Kong
- Requested question / answer language
- American English
- Observation window (UTC)
- Oct 29, 2026, 5:07 AM – Oct 29, 2026, 6:09 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 在香港找平日午餐，預算港幣70元連飲品，有哪些連鎖餐廳值得考慮？ in Hong Kong?
- 在觀塘返工，午飯時間想快一點吃完，有哪些連鎖餐廳值得比較？ in Hong Kong?
- 在沙田和家人吃晚飯，人均約港幣120元，有哪些連鎖餐廳值得考慮？ in Hong Kong?
- 在香港想找早餐選擇多、價錢清楚的連鎖餐廳，有哪些品牌值得比較？ in Hong Kong?
No comparable previous checkpoint in this panel.
Collection and assessment details
- Ranking method
- ready-scan.market-ranking.v1
- Assessor
- ["vercel","openai/gpt-6-luna"]
- Retained collection settings
- ["vercel","openai/gpt-6-luna","vercel_native_web_search","enabled","openai","shared_completed"]
- ["vercel","anthropic/claude-haiku-5.5","vercel_native_web_search","enabled","anthropic","shared_completed"]
- ["vercel","google/gemini-3.7-flash","vercel_native_web_search","enabled","google","shared_completed"]
- ["vercel","openai/gpt-6-luna","vercel_native_web_search","enabled","openai","fresh"]
- ["vercel","google/gemini-3.7-flash","vercel_native_web_search","enabled","google","shared_inflight"]
I Can Read
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | British Council | 7 / 12 | 58.3% |
| #2 | Monkey Tree | 6 / 12 | 50% |
| #3 | Babington Education | 3 / 12 | 25% |
| #3 | i-Learner | 3 / 12 | 25% |
| #5 | ESF Explore | 2 / 12 | 16.7% |
Show 35 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #5 | Jolly Kingdom | 2 / 12 | 16.7% |
| #5 | MLC Language Centre | 2 / 12 | 16.7% |
| #5 | Wiselad Education | 2 / 12 | 16.7% |
| #9 | Abbey English Centre | 1 / 12 | 8.3% |
| #9 | Baker & Bloom | 1 / 12 | 8.3% |
| #9 | BGCA | 1 / 12 | 8.3% |
| #9 | Brainstorming Education | 1 / 12 | 8.3% |
| #9 | Broadsight | 1 / 12 | 8.3% |
| #9 | Elephant Community Press | 1 / 12 | 8.3% |
| #9 | Gold Star English | 1 / 12 | 8.3% |
| #9 | GSE Speak Easy | 1 / 12 | 8.3% |
| #9 | Helen Doron English | 1 / 12 | 8.3% |
| #9 | HK Easy Peasy | 1 / 12 | 8.3% |
| #9 | Jungle Paradise | 1 / 12 | 8.3% |
| #9 | Kumon | 1 / 12 | 8.3% |
| #9 | Little Oxbridge Learning Centre | 1 / 12 | 8.3% |
| #9 | Modern Bachelor Education | 1 / 12 | 8.3% |
| #9 | Popular Learning | 1 / 12 | 8.3% |
| #9 | Resolute Education Centre | 1 / 12 | 8.3% |
| #9 | Simply English | 1 / 12 | 8.3% |
| #9 | Spencer Lam | 1 / 12 | 8.3% |
| #9 | The Kelly Yang Project | 1 / 12 | 8.3% |
| #9 | Tots Education | 1 / 12 | 8.3% |
| #9 | 精思教育中心 | 1 / 12 | 8.3% |
| #30 | Chancery English Centre | 0 / 12 | 0% |
| #30 | Fun To Learn English | 0 / 12 | 0% |
| #30 | Hong Kong Institute of Languages | 0 / 12 | 0% |
| #30 | I Can Read | 0 / 12 | 0% |
| #30 | MAC Education Centre | 0 / 12 | 0% |
| #30 | ME Education | 0 / 12 | 0% |
| #30 | Mud Pies Education | 0 / 12 | 0% |
| #30 | Phonics Land | 0 / 12 | 0% |
| #30 | Phonics Plus | 0 / 12 | 0% |
| #30 | Sunflower English | 0 / 12 | 0% |
| #30 | Wide Eye Learning Centre | 0 / 12 | 0% |
Peer names are shown as observed. Only the measured target is linked to an authoritative company profile.
A snapshot of how AI assistants recommend brands.
See how often each brand was recommended across the retained buyer questions and eligible AI answers.
One dated question panel, not a score for every company.
Each panel is one retained question-and-system sample, not an industry-wide score. Regions describe the measurement, not the company directory.
- Measurement region
- Hong Kong
- Requested question / answer language
- American English
- Observation window (UTC)
- Oct 29, 2026, 4:52 AM – Oct 29, 2026, 5:04 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 在香港替小一學生找英語拼音班，有哪些學習中心值得比較？ in Hong Kong?
- 小朋友讀小二，想提升英文閱讀理解而不只是做操練，香港有哪些英語中心值得考慮？ in Hong Kong?
- 小朋友不太敢開口說英文，想在香港找小班互動課程，有哪些中心值得了解？ in Hong Kong?
- 在沙田替小四學生找英文寫作課程，有哪些學習中心值得比較？ in Hong Kong?
No comparable previous checkpoint in this panel.
Collection and assessment details
- Ranking method
- ready-scan.market-ranking.v1
- Assessor
- ["vercel","openai/gpt-6-luna"]
- Retained collection settings
- ["vercel","openai/gpt-6-luna","vercel_native_web_search","enabled","openai","shared_completed"]
- ["vercel","anthropic/claude-haiku-5.5","vercel_native_web_search","enabled","anthropic","shared_completed"]
- ["vercel","google/gemini-3.7-flash","vercel_native_web_search","enabled","google","shared_completed"]
Jolly Kingdom
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | British Council | 7 / 12 | 58.3% |
| #2 | Monkey Tree | 6 / 12 | 50% |
| #3 | Babington Education | 3 / 12 | 25% |
| #3 | i-Learner | 3 / 12 | 25% |
| #5 | ESF Explore | 2 / 12 | 16.7% |
Show 45 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #5 | Jolly Kingdom | 2 / 12 | 16.7% |
| #7 | Abbey English Centre | 1 / 12 | 8.3% |
| #7 | Baker & Bloom | 1 / 12 | 8.3% |
| #7 | BGCA | 1 / 12 | 8.3% |
| #7 | Broadsight | 1 / 12 | 8.3% |
| #7 | Dramatic English | 1 / 12 | 8.3% |
| #7 | Elephant Community Press | 1 / 12 | 8.3% |
| #7 | Faust International Youth Theatre | 1 / 12 | 8.3% |
| #7 | Gold Star English | 1 / 12 | 8.3% |
| #7 | GSE Speak Easy | 1 / 12 | 8.3% |
| #7 | Helen Doron English | 1 / 12 | 8.3% |
| #7 | HK Easy Peasy | 1 / 12 | 8.3% |
| #7 | Jungle Paradise | 1 / 12 | 8.3% |
| #7 | Kumon | 1 / 12 | 8.3% |
| #7 | Little Oxbridge Learning Centre | 1 / 12 | 8.3% |
| #7 | MAC Education Centre | 1 / 12 | 8.3% |
| #7 | Maple Bear Hong Kong | 1 / 12 | 8.3% |
| #7 | ME Education | 1 / 12 | 8.3% |
| #7 | MLC Language Centre | 1 / 12 | 8.3% |
| #7 | MLC 英語中心 | 1 / 12 | 8.3% |
| #7 | Modern Bachelor Education | 1 / 12 | 8.3% |
| #7 | PIcgrove Voice Workshop | 1 / 12 | 8.3% |
| #7 | Popular Learning | 1 / 12 | 8.3% |
| #7 | Resolute Education Centre | 1 / 12 | 8.3% |
| #7 | Simply English | 1 / 12 | 8.3% |
| #7 | Spencer Lam | 1 / 12 | 8.3% |
| #7 | Sunflower English | 1 / 12 | 8.3% |
| #7 | The Kelly Yang Project | 1 / 12 | 8.3% |
| #7 | Tots Education | 1 / 12 | 8.3% |
| #7 | Wide Eye Learning Centre | 1 / 12 | 8.3% |
| #7 | WiseLad Education | 1 / 12 | 8.3% |
| #7 | 智之園 Wiselad Education | 1 / 12 | 8.3% |
| #7 | 精思教育中心 | 1 / 12 | 8.3% |
| #39 | Brainstorming Education | 0 / 12 | 0% |
| #39 | Chancery English Centre | 0 / 12 | 0% |
| #39 | Fun To Learn English | 0 / 12 | 0% |
| #39 | Hong Kong Institute of Languages | 0 / 12 | 0% |
| #39 | Little Oxbridge | 0 / 12 | 0% |
| #39 | Mud Pies Education | 0 / 12 | 0% |
| #39 | Phonics Land | 0 / 12 | 0% |
| #39 | Phonics Plus | 0 / 12 | 0% |
| #39 | 學斯教育 | 0 / 12 | 0% |
| #39 | 學習加油站 | 0 / 12 | 0% |
| #39 | 摯學補習中心 | 0 / 12 | 0% |
| #39 | 致臻研習社 | 0 / 12 | 0% |
Peer names are shown as observed. Only the measured target is linked to an authoritative company profile.
A snapshot of how AI assistants recommend brands.
See how often each brand was recommended across the retained buyer questions and eligible AI answers.
One dated question panel, not a score for every company.
Each panel is one retained question-and-system sample, not an industry-wide score. Regions describe the measurement, not the company directory.
- Measurement region
- Hong Kong
- Requested question / answer language
- American English
- Observation window (UTC)
- Oct 29, 2026, 4:52 AM – Oct 29, 2026, 5:04 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 在香港替小一學生找英語拼音班，有哪些學習中心值得比較？ in Hong Kong?
- 小朋友讀小二，想提升英文閱讀理解而不只是做操練，香港有哪些英語中心值得考慮？ in Hong Kong?
- 小朋友不太敢開口說英文，想在香港找小班互動課程，有哪些中心值得了解？ in Hong Kong?
- 在沙田替小四學生找英文寫作課程，有哪些學習中心值得比較？ in Hong Kong?
No comparable previous checkpoint in this panel.
Collection and assessment details
- Ranking method
- ready-scan.market-ranking.v1
- Assessor
- ["vercel","openai/gpt-6-luna"]
- Retained collection settings
- ["vercel","openai/gpt-6-luna","vercel_native_web_search","enabled","openai","shared_completed"]
- ["vercel","anthropic/claude-haiku-5.5","vercel_native_web_search","enabled","anthropic","shared_completed"]
- ["vercel","google/gemini-3.7-flash","vercel_native_web_search","enabled","google","shared_completed"]
Kumon Hong Kong
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | British Council | 7 / 12 | 58.3% |
| #2 | Monkey Tree | 6 / 12 | 50% |
| #3 | Babington Education | 3 / 12 | 25% |
| #3 | i-Learner | 3 / 12 | 25% |
| #5 | ESF Explore | 2 / 12 | 16.7% |
Show 42 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #5 | Jolly Kingdom | 2 / 12 | 16.7% |
| #5 | Little Oxbridge Learning Centre | 2 / 12 | 16.7% |
| #8 | Abbey English Centre | 1 / 12 | 8.3% |
| #8 | Baker & Bloom | 1 / 12 | 8.3% |
| #8 | BGCA | 1 / 12 | 8.3% |
| #8 | Dramatic English | 1 / 12 | 8.3% |
| #8 | Elephant Community Press | 1 / 12 | 8.3% |
| #8 | Elite Kids English | 1 / 12 | 8.3% |
| #8 | Faust International Youth Theatre | 1 / 12 | 8.3% |
| #8 | Fun To Learn English | 1 / 12 | 8.3% |
| #8 | Ginny Education | 1 / 12 | 8.3% |
| #8 | Gold Star English | 1 / 12 | 8.3% |
| #8 | GSE Speak Easy | 1 / 12 | 8.3% |
| #8 | Helen Doron English | 1 / 12 | 8.3% |
| #8 | HK Easy Peasy | 1 / 12 | 8.3% |
| #8 | Jungle Paradise | 1 / 12 | 8.3% |
| #8 | Kumon | 1 / 12 | 8.3% |
| #8 | Maple Bear Hong Kong | 1 / 12 | 8.3% |
| #8 | MLC English Centre | 1 / 12 | 8.3% |
| #8 | MLC Language Centre | 1 / 12 | 8.3% |
| #8 | Modern Bachelor Education | 1 / 12 | 8.3% |
| #8 | PIcgrove Voice Workshop | 1 / 12 | 8.3% |
| #8 | Popular Learning | 1 / 12 | 8.3% |
| #8 | Resolute Education Centre | 1 / 12 | 8.3% |
| #8 | Simply English | 1 / 12 | 8.3% |
| #8 | Spencer Lam | 1 / 12 | 8.3% |
| #8 | Sunflower English | 1 / 12 | 8.3% |
| #8 | The Kelly Yang Project | 1 / 12 | 8.3% |
| #8 | Tots Education | 1 / 12 | 8.3% |
| #8 | Wiselad Education | 1 / 12 | 8.3% |
| #36 | AmazingTalker | 0 / 12 | 0% |
| #36 | Brainstorming Education | 0 / 12 | 0% |
| #36 | Broadsight | 0 / 12 | 0% |
| #36 | Chancery English Centre | 0 / 12 | 0% |
| #36 | Hong Kong Institute of Languages | 0 / 12 | 0% |
| #36 | MAC Education Centre | 0 / 12 | 0% |
| #36 | ME Education | 0 / 12 | 0% |
| #36 | Mud Pies Education | 0 / 12 | 0% |
| #36 | Phonics Land | 0 / 12 | 0% |
| #36 | Phonics Plus | 0 / 12 | 0% |
| #36 | PRO360 | 0 / 12 | 0% |
| #36 | Wide Eye Learning Centre | 0 / 12 | 0% |
Peer names are shown as observed. Only the measured target is linked to an authoritative company profile.
A snapshot of how AI assistants recommend brands.
See how often each brand was recommended across the retained buyer questions and eligible AI answers.
One dated question panel, not a score for every company.
Each panel is one retained question-and-system sample, not an industry-wide score. Regions describe the measurement, not the company directory.
- Measurement region
- Hong Kong
- Requested question / answer language
- American English
- Observation window (UTC)
- Oct 29, 2026, 4:52 AM – Oct 29, 2026, 5:04 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 在香港替小一學生找英語拼音班，有哪些學習中心值得比較？ in Hong Kong?
- 小朋友讀小二，想提升英文閱讀理解而不只是做操練，香港有哪些英語中心值得考慮？ in Hong Kong?
- 小朋友不太敢開口說英文，想在香港找小班互動課程，有哪些中心值得了解？ in Hong Kong?
- 在沙田替小四學生找英文寫作課程，有哪些學習中心值得比較？ in Hong Kong?
No comparable previous checkpoint in this panel.
Collection and assessment details
- Ranking method
- ready-scan.market-ranking.v1
- Assessor
- ["vercel","openai/gpt-6-luna"]
- Retained collection settings
- ["vercel","openai/gpt-6-luna","vercel_native_web_search","enabled","openai","shared_completed"]
- ["vercel","anthropic/claude-haiku-5.5","vercel_native_web_search","enabled","anthropic","shared_completed"]
- ["vercel","google/gemini-3.7-flash","vercel_native_web_search","enabled","google","shared_completed"]
Monkey Tree English Learning Centre
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | British Council | 6 / 12 | 50% |
| #1 | Monkey Tree | 6 / 12 | 50% |
| #3 | Babington Education | 3 / 12 | 25% |
| #3 | i-Learner | 3 / 12 | 25% |
| #5 | ESF Explore | 2 / 12 | 16.7% |
Show 43 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #5 | Jolly Kingdom | 2 / 12 | 16.7% |
| #7 | Abbey English Centre | 1 / 12 | 8.3% |
| #7 | Baker & Bloom | 1 / 12 | 8.3% |
| #7 | BGCA | 1 / 12 | 8.3% |
| #7 | Broadsight | 1 / 12 | 8.3% |
| #7 | Dramatic English | 1 / 12 | 8.3% |
| #7 | Elephant Community Press | 1 / 12 | 8.3% |
| #7 | Faust International Youth Theatre | 1 / 12 | 8.3% |
| #7 | Gold Star English | 1 / 12 | 8.3% |
| #7 | GSE Speak Easy | 1 / 12 | 8.3% |
| #7 | Helen Doron English | 1 / 12 | 8.3% |
| #7 | HK Easy Peasy | 1 / 12 | 8.3% |
| #7 | Jungle Paradise | 1 / 12 | 8.3% |
| #7 | Kumon | 1 / 12 | 8.3% |
| #7 | Maple Bear Hong Kong | 1 / 12 | 8.3% |
| #7 | MLC English Centre | 1 / 12 | 8.3% |
| #7 | MLC Language Centre | 1 / 12 | 8.3% |
| #7 | Modern Bachelor Education | 1 / 12 | 8.3% |
| #7 | PIcgrove Voice Workshop | 1 / 12 | 8.3% |
| #7 | Popular Learning | 1 / 12 | 8.3% |
| #7 | Resolute Education Centre | 1 / 12 | 8.3% |
| #7 | Simply English | 1 / 12 | 8.3% |
| #7 | The Kelly Yang Project | 1 / 12 | 8.3% |
| #7 | Tots Education | 1 / 12 | 8.3% |
| #7 | WiseLad Education | 1 / 12 | 8.3% |
| #7 | 精思教育中心 | 1 / 12 | 8.3% |
| #32 | Brainstorming Education | 0 / 12 | 0% |
| #32 | Chancery English Centre | 0 / 12 | 0% |
| #32 | Fun To Learn English | 0 / 12 | 0% |
| #32 | Hong Kong Institute of Languages | 0 / 12 | 0% |
| #32 | Jolly Kingdom English Learning Centre | 0 / 12 | 0% |
| #32 | Little Oxbridge Learning Centre | 0 / 12 | 0% |
| #32 | MAC Education Centre | 0 / 12 | 0% |
| #32 | ME Education | 0 / 12 | 0% |
| #32 | Mud Pies Education | 0 / 12 | 0% |
| #32 | Phonics Land | 0 / 12 | 0% |
| #32 | Phonics Plus | 0 / 12 | 0% |
| #32 | Sunflower English | 0 / 12 | 0% |
| #32 | Wide Eye Learning Centre | 0 / 12 | 0% |
| #32 | 學斯教育 | 0 / 12 | 0% |
| #32 | 學習加油站 | 0 / 12 | 0% |
| #32 | 摯學補習中心 | 0 / 12 | 0% |
| #32 | 致臻研習社 | 0 / 12 | 0% |
Peer names are shown as observed. Only the measured target is linked to an authoritative company profile.
A snapshot of how AI assistants recommend brands.
See how often each brand was recommended across the retained buyer questions and eligible AI answers.
One dated question panel, not a score for every company.
Each panel is one retained question-and-system sample, not an industry-wide score. Regions describe the measurement, not the company directory.
- Measurement region
- Hong Kong
- Requested question / answer language
- American English
- Observation window (UTC)
- Oct 29, 2026, 4:52 AM – Oct 29, 2026, 5:04 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 在香港替小一學生找英語拼音班，有哪些學習中心值得比較？ in Hong Kong?
- 小朋友讀小二，想提升英文閱讀理解而不只是做操練，香港有哪些英語中心值得考慮？ in Hong Kong?
- 小朋友不太敢開口說英文，想在香港找小班互動課程，有哪些中心值得了解？ in Hong Kong?
- 在沙田替小四學生找英文寫作課程，有哪些學習中心值得比較？ in Hong Kong?
No comparable previous checkpoint in this panel.
Collection and assessment details
- Ranking method
- ready-scan.market-ranking.v1
- Assessor
- ["vercel","openai/gpt-6-luna"]
- Retained collection settings
- ["vercel","openai/gpt-6-luna","vercel_native_web_search","enabled","openai","shared_completed"]
- ["vercel","anthropic/claude-haiku-5.5","vercel_native_web_search","enabled","anthropic","shared_completed"]
- ["vercel","google/gemini-3.7-flash","vercel_native_web_search","enabled","google","shared_completed"]
美心MX
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | Café de Coral | 9 / 12 | 75% |
| #2 | Fairwood | 8 / 12 | 66.7% |
| #3 | Yoshinoya | 4 / 12 | 33.3% |
| #4 | McDonald's | 3 / 12 | 25% |
| #4 | TamJai SamGor | 3 / 12 | 25% |
Show 49 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #4 | TamJai Yunnan Mixian | 3 / 12 | 25% |
| #7 | Maxim's MX | 2 / 12 | 16.7% |
| #7 | Men Wah Bing Teng | 2 / 12 | 16.7% |
| #7 | Pepper Lunch | 2 / 12 | 16.7% |
| #7 | Pepper Lunch Express | 2 / 12 | 16.7% |
| #7 | Pizza Hut | 2 / 12 | 16.7% |
| #7 | Tai Hing | 2 / 12 | 16.7% |
| #13 | Asam Chicken Rice | 1 / 12 | 8.3% |
| #13 | Crystal Jade | 1 / 12 | 8.3% |
| #13 | Dai Tat Tung | 1 / 12 | 8.3% |
| #13 | Din Tai Fung | 1 / 12 | 8.3% |
| #13 | Doctor Beans | 1 / 12 | 8.3% |
| #13 | Genki Sushi | 1 / 12 | 8.3% |
| #13 | Gyu-Kaku | 1 / 12 | 8.3% |
| #13 | Gyu-Kaku Buffet | 1 / 12 | 8.3% |
| #13 | Hong Kong Wing Nin Noodle & Tea Restaurant | 1 / 12 | 8.3% |
| #13 | Joy Hing Roasted Meat | 1 / 12 | 8.3% |
| #13 | Kai Kee | 1 / 12 | 8.3% |
| #13 | Katsuo Udon | 1 / 12 | 8.3% |
| #13 | KFC | 1 / 12 | 8.3% |
| #13 | Lei Garden | 1 / 12 | 8.3% |
| #13 | Mak's Noodle | 1 / 12 | 8.3% |
| #13 | Master Congee | 1 / 12 | 8.3% |
| #13 | Menya Kokoro | 1 / 12 | 8.3% |
| #13 | Milk Cafe | 1 / 12 | 8.3% |
| #13 | Niu Da Ren Taiwanese Hot Pot | 1 / 12 | 8.3% |
| #13 | Ocean Empire Congee | 1 / 12 | 8.3% |
| #13 | Oliver's Super Sandwiches | 1 / 12 | 8.3% |
| #13 | One Porridge & Noodle | 1 / 12 | 8.3% |
| #13 | Ootoya | 1 / 12 | 8.3% |
| #13 | Pacific Coffee | 1 / 12 | 8.3% |
| #13 | Pret A Manger | 1 / 12 | 8.3% |
| #13 | Saizeriya | 1 / 12 | 8.3% |
| #13 | Shake Shack | 1 / 12 | 8.3% |
| #13 | Starbucks | 1 / 12 | 8.3% |
| #13 | Subway | 1 / 12 | 8.3% |
| #13 | Sukiya | 1 / 12 | 8.3% |
| #13 | Tempura Makino | 1 / 12 | 8.3% |
| #13 | Treehouse | 1 / 12 | 8.3% |
| #13 | Trusty Congee King | 1 / 12 | 8.3% |
| #13 | Yakiniku Like | 1 / 12 | 8.3% |
| #47 | Bakehouse | 0 / 12 | 0% |
| #47 | Check In Taipei | 0 / 12 | 0% |
| #47 | Kanzan Menya | 0 / 12 | 0% |
| #47 | Kin Kao | 0 / 12 | 0% |
| #47 | Little Bao | 0 / 12 | 0% |
| #47 | Mos Burger | 0 / 12 | 0% |
| #47 | Super Super Congee & Noodle | 0 / 12 | 0% |
| #47 | Tsui Wah | 0 / 12 | 0% |
Peer names are shown as observed. Only the measured target is linked to an authoritative company profile.
A snapshot of how AI assistants recommend brands.
See how often each brand was recommended across the retained buyer questions and eligible AI answers.
One dated question panel, not a score for every company.
Each panel is one retained question-and-system sample, not an industry-wide score. Regions describe the measurement, not the company directory.
- Measurement region
- Hong Kong
- Requested question / answer language
- American English
- Observation window (UTC)
- Oct 29, 2026, 5:07 AM – Oct 29, 2026, 5:21 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 在香港找平日午餐，預算港幣70元連飲品，有哪些連鎖餐廳值得考慮？ in Hong Kong?
- 在觀塘返工，午飯時間想快一點吃完，有哪些連鎖餐廳值得比較？ in Hong Kong?
- 在沙田和家人吃晚飯，人均約港幣120元，有哪些連鎖餐廳值得考慮？ in Hong Kong?
- 在香港想找早餐選擇多、價錢清楚的連鎖餐廳，有哪些品牌值得比較？ in Hong Kong?
No comparable previous checkpoint in this panel.
Collection and assessment details
- Ranking method
- ready-scan.market-ranking.v1
- Assessor
- ["vercel","openai/gpt-6-luna"]
- Retained collection settings
- ["vercel","openai/gpt-6-luna","vercel_native_web_search","enabled","openai","shared_completed"]
- ["vercel","anthropic/claude-haiku-5.5","vercel_native_web_search","enabled","anthropic","shared_completed"]
- ["vercel","google/gemini-3.7-flash","vercel_native_web_search","enabled","google","shared_completed"]
- ["vercel","openai/gpt-6-luna","vercel_native_web_search","enabled","openai","fresh"]
譚仔三哥
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | Café de Coral | 10 / 12 | 83.3% |
| #2 | Fairwood | 9 / 12 | 75% |
| #3 | Maxim's MX | 7 / 12 | 58.3% |
| #4 | McDonald's | 4 / 12 | 33.3% |
| #4 | Yoshinoya | 4 / 12 | 33.3% |
Show 46 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #6 | Tai Hing | 3 / 12 | 25% |
| #6 | TamJai Yunnan Mixian | 3 / 12 | 25% |
| #8 | Men Wah Bing Teng | 2 / 12 | 16.7% |
| #8 | Pepper Lunch Express | 2 / 12 | 16.7% |
| #8 | Pizza Hut | 2 / 12 | 16.7% |
| #8 | Super Super Congee & Noodle | 2 / 12 | 16.7% |
| #8 | TamJai SamGor | 2 / 12 | 16.7% |
| #13 | Asam Chicken Rice | 1 / 12 | 8.3% |
| #13 | Crystal Jade | 1 / 12 | 8.3% |
| #13 | Din Tai Fung | 1 / 12 | 8.3% |
| #13 | Doctor Beans | 1 / 12 | 8.3% |
| #13 | Genki Sushi | 1 / 12 | 8.3% |
| #13 | Gyu-Kaku | 1 / 12 | 8.3% |
| #13 | Gyu-Kaku Buffet | 1 / 12 | 8.3% |
| #13 | Hong Kong Wing Nin Cart Noodles & Cafe | 1 / 12 | 8.3% |
| #13 | Katsuo Udon | 1 / 12 | 8.3% |
| #13 | KFC | 1 / 12 | 8.3% |
| #13 | Master Congee | 1 / 12 | 8.3% |
| #13 | Menya Kokoro | 1 / 12 | 8.3% |
| #13 | Milk Cafe | 1 / 12 | 8.3% |
| #13 | Ocean Empire Congee | 1 / 12 | 8.3% |
| #13 | Oliver’s Super Sandwiches | 1 / 12 | 8.3% |
| #13 | Ootoya | 1 / 12 | 8.3% |
| #13 | Pacific Coffee | 1 / 12 | 8.3% |
| #13 | Pepper Lunch | 1 / 12 | 8.3% |
| #13 | Pret A Manger | 1 / 12 | 8.3% |
| #13 | Saizeriya | 1 / 12 | 8.3% |
| #13 | Shake Shack | 1 / 12 | 8.3% |
| #13 | Starbucks | 1 / 12 | 8.3% |
| #13 | Subway | 1 / 12 | 8.3% |
| #13 | Sukiya | 1 / 12 | 8.3% |
| #13 | Tempura Makino | 1 / 12 | 8.3% |
| #13 | Treehouse | 1 / 12 | 8.3% |
| #13 | Trusty Congee King | 1 / 12 | 8.3% |
| #13 | Tsui Wah | 1 / 12 | 8.3% |
| #13 | 牛大人台灣火鍋吃到飽 | 1 / 12 | 8.3% |
| #42 | Bakehouse | 0 / 12 | 0% |
| #42 | Check In Taipei | 0 / 12 | 0% |
| #42 | Joy Hing Roasted Meat | 0 / 12 | 0% |
| #42 | Kanzan Menya | 0 / 12 | 0% |
| #42 | Kin Kao | 0 / 12 | 0% |
| #42 | Lei Garden | 0 / 12 | 0% |
| #42 | Little Bao | 0 / 12 | 0% |
| #42 | Mak's Noodle | 0 / 12 | 0% |
| #42 | Mos Burger | 0 / 12 | 0% |
| #42 | Yakiniku Like | 0 / 12 | 0% |
Peer names are shown as observed. Only the measured target is linked to an authoritative company profile.
A snapshot of how AI assistants recommend brands.
See how often each brand was recommended across the retained buyer questions and eligible AI answers.
One dated question panel, not a score for every company.
Each panel is one retained question-and-system sample, not an industry-wide score. Regions describe the measurement, not the company directory.
- Measurement region
- Hong Kong
- Requested question / answer language
- American English
- Observation window (UTC)
- Oct 29, 2026, 5:07 AM – Oct 29, 2026, 5:21 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 在香港找平日午餐，預算港幣70元連飲品，有哪些連鎖餐廳值得考慮？ in Hong Kong?
- 在觀塘返工，午飯時間想快一點吃完，有哪些連鎖餐廳值得比較？ in Hong Kong?
- 在沙田和家人吃晚飯，人均約港幣120元，有哪些連鎖餐廳值得考慮？ in Hong Kong?
- 在香港想找早餐選擇多、價錢清楚的連鎖餐廳，有哪些品牌值得比較？ in Hong Kong?
No comparable previous checkpoint in this panel.
Collection and assessment details
- Ranking method
- ready-scan.market-ranking.v1
- Assessor
- ["vercel","openai/gpt-6-luna"]
- Retained collection settings
- ["vercel","openai/gpt-6-luna","vercel_native_web_search","enabled","openai","shared_completed"]
- ["vercel","anthropic/claude-haiku-5.5","vercel_native_web_search","enabled","anthropic","shared_completed"]
- ["vercel","google/gemini-3.7-flash","vercel_native_web_search","enabled","google","shared_completed"]
Inspect what AI recommends
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