The Armory (Portland, Oregon)
pcs.orgNo measurement in this batch
The Armory (Portland, Oregon) is an organization in Portland, United States.
- Founded
- 1891
The Association for Consumer Debt Relief
acdr.orgNo measurement in this batch
The national trade association for debt relief companies in the USA.
- Founded
- 2025-05-01
- Street address
- 601 Thirteenth Street, NW, Suite 710S, Washington DC 20005
The Best in Italian Ice Company
facebook.comNo measurement in this batch
The Best in Italian Ice Company is a Frozen dessert company in Winston‑Salem, North Carolina.
The Better India
bangla.thebetterindia.comNo measurement in this batch
The Better India is an Indian digital media platform focused on positive and solutions-oriented journalism.
- Founded
- 2008
- Street address
- WeWork Latitude, 9th floor, RMZ Latitude Commercial, Bellary Road, Hebbal, Near Godrej Apt, Bangalore, Karnataka 560024
The Chicago Defender
chicagodefender.comNo measurement in this batch
Chicago-based African American newspaper.
- Founded
- 1905-05-05
The Church Union
churchunion.co.ukNo measurement in this batch
Anglo-Catholic advocacy group.
- Founded
- 1859-05-12
- Street address
- 16 Commercial Street, Birmingham, B1 1RS
The Cutting Room Floor
tcrf.netNo measurement in this batch
Wiki dedicated to the cataloguing of unused and debugging content in video games.
- Founded
- 2002
The German Nurses Association
dbfk.deNo measurement in this batch
German professional association of the professions in health care, nursing, paediatric nursing and geriatric care.
- Founded
- 1903-01-11
The International College of Surgeons
icsglobal.orgNo measurement in this batch
The International College of Surgeons is an organization.
- Founded
- 1935
The Metropolitan Opera
metopera.orgNo measurement in this batch
The Metropolitan Opera is an Opera company in Manhattan, New York City.
- Founded
- 1880
The National Authority for Yiddish Culture
yiddish-rashutleumit.co.ilNo measurement in this batch
Israeli publisher.
- Founded
- 1996
- Street address
- Kaplan Street 17, Tel Aviv , Israel
The Promotion Centre for Audiovisual Culture AVEK
kopiosto.fiNo measurement in this batch
The Promotion Centre for Audiovisual Culture AVEK is a Finnish organization.
- Employees
- 3 employees (as of 2026)
The Restart Project
therestartproject.orgNo measurement in this batch
Social enterprise encouraging repair of electronics.
The Sibiu International Theatre Festival
sibfest.roNo measurement in this batch
Romanian performance art festival.
- Founded
- 1994
The Super Jake Foundation
thesuperjakefoundation.orgNo measurement in this batch
The Super Jake Foundation is an organization in Gurnee, United States.
- Founded
- 2005
The Umstead Coalition
umsteadcoalition.orgNo measurement in this batch
The Umstead Coalition is a nonprofit conservation organization in North Carolina, United States.
- Founded
- 1968
Theatrical Film Distribution OÜ
filmdistribution.euNo measurement in this batch
Estonian enterprise.
- Founded
- 2012-12-18
TIAA Institute
tiaa.orgNo measurement in this batch
TIAA Institute is an organization in New York, United States.
- Founded
- 1998
TIB – Leibniz Information Centre for Science and Technology and University Library
tib.euNo measurement in this batch
National library of Germany for all fields of engineering, technology, and the natural sciences.
Timeless Films
timelessfilms.co.ukNo measurement in this batch
Timeless Films is a British animation studio.
- Founded
- 2009-05-26
TKI Urban Energy
tki-urbanenergy.nlNo measurement in this batch
TKI Urban Energy is an organization in Utrecht, The Netherlands.
- Founded
- 2016
TKIG Press
kingdominnovators.usNo measurement in this batch
Publishing imprint of the Kingdom Innovations Group.
- Founded
- 2026
Toronto International Film Festival
tiff.netNo measurement in this batch
Annual film festival held in Toronto, Canada.
- Founded
- 1976-10
Trans-Antarctic Association
transantarctic.org.ukNo measurement in this batch
Trans-Antarctic Association is an organization in Cambridge, United Kingdom.
- Founded
- 1962
Transhumanist Council
transhumanism.appNo measurement in this batch
Transhumanist Council is an International organization focused on transhumanism, human enhancement, longevity, and emerging technologies.
- Founded
- 2024-11-22
Translational Breast Cancer Research Consortium
tbcrc.orgNo measurement in this batch
Translational Breast Cancer Research Consortium is an organization in Baltimore, United States.
- Founded
- 2005
Translink
translink.com.auNo measurement in this batch
Translink is a Public transit agency in Queensland, Australia.
- Founded
- 2012-11
Transport & Environment
transportenvironment.orgNo measurement in this batch
Transport & Environment is an organization.
- Founded
- 1989
Trung tâm Hỗ trợ Nghiên cứu Châu Á, Đại học Quốc gia Hà Nội
arc.vnu.edu.vnNo measurement in this batch
Trung tâm Hỗ trợ Nghiên cứu Châu Á, Đại học Quốc gia Hà Nội is an organization in Hanoi, Vietnam.
- Founded
- 2002
Trust for Democratic Education and Accountability
tdea.pkNo measurement in this batch
Trust for Democratic Education and Accountability is a nonprofit organization.
- Founded
- 2008
Turkish Medical Association
ttb.org.trNo measurement in this batch
Turkish Medical Association is an organization.
- Founded
- 1953
TYPO3 Association
typo3.orgNo measurement in this batch
Swiss Association supporting TYPO3 CMS software and its community.
- Founded
- 2004
U.S. Highbush Blueberry Council
blueberry.orgNo measurement in this batch
U.S. Highbush Blueberry Council is an organization in Folsom, United States.
- Founded
- 2000
Ukrainian Women's Union
su.in.uaNo measurement in this batch
Ukrainian Women's Union is a Women's organization.
Ultratop
ultratop.beNo measurement in this batch
Ultratop is a Belgian non-profit organization.
- Founded
- 1995
Union of European Federalists
federalists.euNo measurement in this batch
Union of European Federalists is a Non-governmental organisation, campaigning for a Federal Europe.
- Founded
- 1946
United Nations Human Rights Monitoring Mission in Ukraine
ukraine.ohchr.orgNo measurement in this batch
United Nations Human Rights Monitoring Mission in Ukraine is a Human rights monitoring organisation.
United Nations Mission in the Central African Republic and Chad
peacekeeping.un.orgNo measurement in this batch
United Nations Mission in the Central African Republic and Chad is an organization.
United Nations Observer Mission in Liberia
peacekeeping.un.orgNo measurement in this batch
A peacekeeping force established in September 2003 to monitor a ceasefire agreement in Liberia.
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 1,626 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
Read the buyer questions, retained AI answers and sources behind public visibility reports.
Improve your AI visibility
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