emergency and fire rescue service of Vienne's department
sdis86.netNo measurement in this batch
Fire brigade headquarters of Vienne's department in France.
EnergyTag
energytag.orgNo measurement in this batch
London-based nonprofit developing standards for hourly tracking of clean electricity.
EU DisinfoLab
disinfo.euNo measurement in this batch
EU DisinfoLab is a Non-governmental organization.
European Commission against Racism and Intolerance
coe.intNo measurement in this batch
European Commission against Racism and Intolerance is a European organization against Racism and Intoleranceis, a unique human rights monitoring body which specialises in questions relating to the fight against racism, discrimination, xenophobia, antisemitism and intolerance in Europe.
European Fact-Checking Standards Network
efcsn.comNo measurement in this batch
Association of fact-checking organisations.
European Federation of Pharmaceutical Industries and Associations
efpia.euNo measurement in this batch
Brussels-based trade association.
European Health Telematics Association
ehtel.euNo measurement in this batch
European Health Telematics Association is an International organization based in Brussels, Belgium.
European Movement Switzerland
europa.chNo measurement in this batch
European Movement Switzerland is an Independent political organization with the aim of joining Switzerland to the European Union.
European Network on Statelessness
statelessness.euNo measurement in this batch
NGO working to eradicate statelessness in Europe.
European Society of Radiotherapy & Oncology
estro.orgNo measurement in this batch
European Society of Radiotherapy & Oncology is an Organisation involved in scholarly research.
Extreme Light Infrastructure
eli-laser.euNo measurement in this batch
Extreme Light Infrastructure is a European physics research organization.
Falklands Maritime Heritage Trust
fmht.co.ukNo measurement in this batch
Falklands Maritime Heritage Trust is a Maritime charity in the United Kingdom.
Federal Reserve Bank of Kansas City
kansascityfed.orgNo measurement in this batch
Federal Reserve Bank of Kansas City is a Federal Reserve Bank in Kansas City, United States.
Federal Reserve Bank of St. Louis
stlouisfed.orgNo measurement in this batch
Federal Reserve Bank of St. Louis is a Federal Reserve Bank responsible for the eighth district, headquartered in St. Louis, United States.
Federation of European Academies of Medicine
feam.euNo measurement in this batch
Federation of European Academies of Medicine is an organization promoting cooperation between national Academies of Medicine, Pharmacy and Veterinary Science, and/or national Academies via their medical division.
Festival of Literary Diversity
thefoldcanada.orgNo measurement in this batch
Literary festival based in Brampton, Ontario.
Finnish Literature Society
finlit.fiNo measurement in this batch
Society promoting literature written in Finnish.
Finnish Powerlifting Federation
suomenvoimanostoliitto.fiNo measurement in this batch
Finnish Powerlifting Federation is an organization based in Finland.
FIYAH
fiyahlitmag.comNo measurement in this batch
American-based literary magazine for Black speculative fiction.
Florida Press Association
flpress.comNo measurement in this batch
Florida Press Association is an organization of newspapers in the U.S. state of Florida.
Fondazione Cassa di Risparmio di San Miniato
fondazionecrsm.orgNo measurement in this batch
Fondazione Cassa di Risparmio di San Miniato is an organization in San Miniato, Italy.
FoodX
foodx.networkNo measurement in this batch
Autonomous food network and product layer on the FoodBlock protocol.
Förderkreis Dresdner Herz-Kreislauf-Tage
dresdner-herz-kreislauf-tage.orgNo measurement in this batch
Förderkreis Dresdner Herz-Kreislauf-Tage is an organization in Dresden, Germany.
Forward Thinking
forward-thinking.orgNo measurement in this batch
Forward Thinking is a British charitable organization.
Foundation for Student Housing in the Helsinki Region
hoas.fiNo measurement in this batch
Foundation for Student Housing in the Helsinki Region is a Student housing provider.
Fransiskushjelpen
fransiskushjelpen.noNo measurement in this batch
Fransiskushjelpen is a Norwegian charity.
Fund for the Development of the Indigenous Peoples of Latin America and the Caribbean
filac.orgNo measurement in this batch
Fund for the Development of the Indigenous Peoples of Latin America and the Caribbean is an organization.
Gendered Intelligence
genderedintelligence.co.ukNo measurement in this batch
Gendered Intelligence is a charity and activist group.
Georgian Group
georgiangroup.org.ukNo measurement in this batch
Georgian Group is a British architecture conservation charity.
German Centre for Integrative Biodiversity Research
idiv.deNo measurement in this batch
German research centre.
Ghetto Coders
ghettocoders.comNo measurement in this batch
Ghetto Coders is a software developing and publishing studio.
Gingko Library
gingko.org.ukNo measurement in this batch
Gingko Library is a UK charitable organization.
Gironde departmental fire and rescue service
pompiers33.frNo measurement in this batch
Fire department of Gironde, France.
Global Commission on Drug Policy
globalcommissionondrugs.orgNo measurement in this batch
International panel.
Global Reporting Initiative
globalreporting.orgNo measurement in this batch
Global Reporting Initiative is an organization.
GLOBALE VERANTWORTUNG - Arbeitsgemeinschaft für Entwicklung und Humanitäre Hilfe
globaleverantwortung.atNo measurement in this batch
GLOBALE VERANTWORTUNG - Arbeitsgemeinschaft für Entwicklung und Humanitäre Hilfe is an organization.
Good Neighbor Pharmacy
mygnp.comNo measurement in this batch
American pharmacy retailers' cooperative.
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.
9 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 | 7 / 12 | 58.3% |
| #2 | Café de Coral | 5 / 12 | 41.7% |
| #2 | McDonald’s | 5 / 12 | 41.7% |
| #2 | Tai Hing | 5 / 12 | 41.7% |
| #5 | TamJai SamGor | 4 / 12 | 33.3% |
Show 47 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #5 | TamJai Yunnan Mixian | 4 / 12 | 33.3% |
| #7 | Maxim’s MX | 3 / 12 | 25% |
| #7 | Men Wah Bing Teng | 3 / 12 | 25% |
| #7 | Yoshinoya | 3 / 12 | 25% |
| #10 | Genki Sushi | 2 / 12 | 16.7% |
| #10 | Hana-Musubi | 2 / 12 | 16.7% |
| #10 | Oliver’s Super Sandwiches | 2 / 12 | 16.7% |
| #10 | Saizeriya | 2 / 12 | 16.7% |
| #10 | Sukiya | 2 / 12 | 16.7% |
| #10 | Sushiro | 2 / 12 | 16.7% |
| #16 | Crystal Jade La Mian Xiao Long Bao | 1 / 12 | 8.3% |
| #16 | Din Tai Fung | 1 / 12 | 8.3% |
| #16 | Dragon City Cafe | 1 / 12 | 8.3% |
| #16 | Hollywood Cafe | 1 / 12 | 8.3% |
| #16 | Hong Kong Wing Nin | 1 / 12 | 8.3% |
| #16 | Honjin | 1 / 12 | 8.3% |
| #16 | Joy Hing Roasted Meat | 1 / 12 | 8.3% |
| #16 | KFC | 1 / 12 | 8.3% |
| #16 | Kokon2 | 1 / 12 | 8.3% |
| #16 | LE-TA-SU | 1 / 12 | 8.3% |
| #16 | Mak’s Noodle | 1 / 12 | 8.3% |
| #16 | Marugame Seimen | 1 / 12 | 8.3% |
| #16 | Master Congee | 1 / 12 | 8.3% |
| #16 | Mos Burger | 1 / 12 | 8.3% |
| #16 | Nam Kee Spring Roll Noodle | 1 / 12 | 8.3% |
| #16 | Pepper Lunch Express | 1 / 12 | 8.3% |
| #16 | Pizza Hut | 1 / 12 | 8.3% |
| #16 | Pret A Manger | 1 / 12 | 8.3% |
| #16 | Red Tea Cafe | 1 / 12 | 8.3% |
| #16 | Shanghai Grandma | 1 / 12 | 8.3% |
| #16 | Super Super Congee & Noodle | 1 / 12 | 8.3% |
| #16 | TeaWood | 1 / 12 | 8.3% |
| #16 | Treehouse | 1 / 12 | 8.3% |
| #16 | Tsui Wah | 1 / 12 | 8.3% |
| #16 | Viet’s Choice | 1 / 12 | 8.3% |
| #16 | Watami | 1 / 12 | 8.3% |
| #16 | Yakiniku LIKE | 1 / 12 | 8.3% |
| #16 | Young Dabang | 1 / 12 | 8.3% |
| #44 | Bakehouse | 0 / 12 | 0% |
| #44 | Check in Taipei | 0 / 12 | 0% |
| #44 | Kanzan Menya | 0 / 12 | 0% |
| #44 | Lei Garden | 0 / 12 | 0% |
| #44 | Maxim’s | 0 / 12 | 0% |
| #44 | Pacific Coffee | 0 / 12 | 0% |
| #44 | Starbucks | 0 / 12 | 0% |
| #44 | Tim Ho Wan | 0 / 12 | 0% |
| #44 | Tommy Yummy | 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 20, 2026, 3:38 AM – Oct 20, 2026, 3:40 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"]
Expedia.com.hk
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | Agoda | 12 / 12 | 100% |
| #1 | Booking.com | 12 / 12 | 100% |
| #1 | Trip.com | 12 / 12 | 100% |
| #4 | Rakuten Travel | 9 / 12 | 75% |
| #5 | Expedia | 7 / 12 | 58.3% |
Show 11 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #6 | Jalan.net | 4 / 12 | 33.3% |
| #7 | Hotels.com | 3 / 12 | 25% |
| #7 | Jalan | 3 / 12 | 25% |
| #9 | Klook | 1 / 12 | 8.3% |
| #9 | Skyscanner | 1 / 12 | 8.3% |
| #9 | Trivago | 1 / 12 | 8.3% |
| #12 | Accor | 0 / 12 | 0% |
| #12 | Hilton Honors | 0 / 12 | 0% |
| #12 | Hyatt | 0 / 12 | 0% |
| #12 | IHG | 0 / 12 | 0% |
| #12 | Marriott Bonvoy | 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 20, 2026, 3:25 AM – Oct 20, 2026, 3:26 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 香港用戶預訂日本酒店，想一次比較價格、取消條款和付款方式，哪些平台值得先看？ in Hong Kong?
- 由香港出發去大阪自由行，酒店每晚預算約港幣1000元，有哪些訂房平台值得比較？ in Hong Kong?
- 帶小朋友去日本旅行，想找家庭房並看清楚入住人數限制，哪些香港可用的訂房平台值得考慮？ in Hong Kong?
- 行程可能改期，想比較可免費取消的酒店預訂，香港用戶應先看哪些平台？ 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 | 5 / 12 | 41.7% |
| #1 | Fairwood | 5 / 12 | 41.7% |
| #3 | McDonald's | 4 / 12 | 33.3% |
| #4 | Tai Hing | 3 / 12 | 25% |
| #4 | TamJai SamGor | 3 / 12 | 25% |
Show 46 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #4 | TamJai Yunnan Mixian | 3 / 12 | 25% |
| #7 | Genki Sushi | 2 / 12 | 16.7% |
| #7 | Oliver's Super Sandwiches | 2 / 12 | 16.7% |
| #7 | Saizeriya | 2 / 12 | 16.7% |
| #7 | Sushiro | 2 / 12 | 16.7% |
| #7 | Yoshinoya | 2 / 12 | 16.7% |
| #12 | Crystal Jade La Mian Xiao Long Bao | 1 / 12 | 8.3% |
| #12 | Din Tai Fung | 1 / 12 | 8.3% |
| #12 | Dragon City Cafe | 1 / 12 | 8.3% |
| #12 | Hana-Musubi | 1 / 12 | 8.3% |
| #12 | Hong Kong Wing Nin | 1 / 12 | 8.3% |
| #12 | Honjin | 1 / 12 | 8.3% |
| #12 | Joy Hing Roasted Meat | 1 / 12 | 8.3% |
| #12 | KFC | 1 / 12 | 8.3% |
| #12 | Kokon2 | 1 / 12 | 8.3% |
| #12 | Mak's Noodle | 1 / 12 | 8.3% |
| #12 | Marugame Seimen | 1 / 12 | 8.3% |
| #12 | Maxim's MX | 1 / 12 | 8.3% |
| #12 | Men Wah Bing Teng | 1 / 12 | 8.3% |
| #12 | Mos Burger | 1 / 12 | 8.3% |
| #12 | Pepper Lunch Express | 1 / 12 | 8.3% |
| #12 | Pizza Hut | 1 / 12 | 8.3% |
| #12 | Pret A Manger | 1 / 12 | 8.3% |
| #12 | Red Tea Cafe | 1 / 12 | 8.3% |
| #12 | Shanghai Lao Lao | 1 / 12 | 8.3% |
| #12 | Sukiya | 1 / 12 | 8.3% |
| #12 | TeaWood | 1 / 12 | 8.3% |
| #12 | Treehouse | 1 / 12 | 8.3% |
| #12 | Viet's Choice | 1 / 12 | 8.3% |
| #12 | Yakiniku Like | 1 / 12 | 8.3% |
| #12 | Young Dabang | 1 / 12 | 8.3% |
| #37 | Bakehouse | 0 / 12 | 0% |
| #37 | Check in Taipei | 0 / 12 | 0% |
| #37 | Hollywood Cafe | 0 / 12 | 0% |
| #37 | Kanzan Menya | 0 / 12 | 0% |
| #37 | LE-TA-SU | 0 / 12 | 0% |
| #37 | Lei Garden | 0 / 12 | 0% |
| #37 | Master Congee | 0 / 12 | 0% |
| #37 | Nam Kee Spring Roll Noodle | 0 / 12 | 0% |
| #37 | Pacific Coffee | 0 / 12 | 0% |
| #37 | Starbucks | 0 / 12 | 0% |
| #37 | Super Super Congee & Noodle | 0 / 12 | 0% |
| #37 | Tim Ho Wan | 0 / 12 | 0% |
| #37 | Tommy Yummy | 0 / 12 | 0% |
| #37 | Tsui Wah | 0 / 12 | 0% |
| #37 | Watami | 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 20, 2026, 3:38 AM – Oct 20, 2026, 3:40 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"]
hotels
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | Agoda | 12 / 12 | 100% |
| #1 | Booking.com | 12 / 12 | 100% |
| #1 | Trip.com | 12 / 12 | 100% |
| #4 | Rakuten Travel | 9 / 12 | 75% |
| #5 | Expedia | 8 / 12 | 66.7% |
Show 9 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #6 | Hotels.com | 4 / 12 | 33.3% |
| #6 | Jalan.net | 4 / 12 | 33.3% |
| #8 | Jalan | 3 / 12 | 25% |
| #9 | Klook | 1 / 12 | 8.3% |
| #10 | Accor | 0 / 12 | 0% |
| #10 | Hilton Honors | 0 / 12 | 0% |
| #10 | Hyatt | 0 / 12 | 0% |
| #10 | IHG | 0 / 12 | 0% |
| #10 | Marriott Bonvoy | 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 20, 2026, 3:25 AM – Oct 20, 2026, 3:26 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 香港用戶預訂日本酒店，想一次比較價格、取消條款和付款方式，哪些平台值得先看？ in Hong Kong?
- 由香港出發去大阪自由行，酒店每晚預算約港幣1000元，有哪些訂房平台值得比較？ in Hong Kong?
- 帶小朋友去日本旅行，想找家庭房並看清楚入住人數限制，哪些香港可用的訂房平台值得考慮？ in Hong Kong?
- 行程可能改期，想比較可免費取消的酒店預訂，香港用戶應先看哪些平台？ 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"]
KKday
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | Agoda | 11 / 12 | 91.7% |
| #1 | Booking.com | 11 / 12 | 91.7% |
| #1 | Trip.com | 11 / 12 | 91.7% |
| #4 | Rakuten Travel | 9 / 12 | 75% |
| #5 | Expedia | 5 / 12 | 41.7% |
Show 10 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #5 | Google Hotels | 5 / 12 | 41.7% |
| #7 | Jalan.net | 4 / 12 | 33.3% |
| #8 | Jalan | 3 / 12 | 25% |
| #8 | Skyscanner | 3 / 12 | 25% |
| #10 | KAYAK | 2 / 12 | 16.7% |
| #10 | Trivago | 2 / 12 | 16.7% |
| #12 | Hostelworld | 1 / 12 | 8.3% |
| #12 | Hotels.com | 1 / 12 | 8.3% |
| #12 | Klook | 1 / 12 | 8.3% |
| #15 | KKday | 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 20, 2026, 3:25 AM – Oct 20, 2026, 3:26 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 香港用戶預訂日本酒店，想一次比較價格、取消條款和付款方式，哪些平台值得先看？ in Hong Kong?
- 由香港出發去大阪自由行，酒店每晚預算約港幣1000元，有哪些訂房平台值得比較？ in Hong Kong?
- 帶小朋友去日本旅行，想找家庭房並看清楚入住人數限制，哪些香港可用的訂房平台值得考慮？ in Hong Kong?
- 行程可能改期，想比較可免費取消的酒店預訂，香港用戶應先看哪些平台？ 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"]
Klook
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | Agoda | 12 / 12 | 100% |
| #1 | Booking.com | 12 / 12 | 100% |
| #1 | Trip.com | 12 / 12 | 100% |
| #4 | Rakuten Travel | 9 / 12 | 75% |
| #5 | Expedia | 7 / 12 | 58.3% |
Show 4 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #6 | Jalan.net | 4 / 12 | 33.3% |
| #7 | Hotels.com | 3 / 12 | 25% |
| #7 | Jalan | 3 / 12 | 25% |
| #9 | Klook | 1 / 12 | 8.3% |
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 20, 2026, 3:25 AM – Oct 20, 2026, 3:26 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 香港用戶預訂日本酒店，想一次比較價格、取消條款和付款方式，哪些平台值得先看？ in Hong Kong?
- 由香港出發去大阪自由行，酒店每晚預算約港幣1000元，有哪些訂房平台值得比較？ in Hong Kong?
- 帶小朋友去日本旅行，想找家庭房並看清楚入住人數限制，哪些香港可用的訂房平台值得考慮？ in Hong Kong?
- 行程可能改期，想比較可免費取消的酒店預訂，香港用戶應先看哪些平台？ 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"]
Sun Life Hong Kong Limited
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | Bowtie | 11 / 12 | 91.7% |
| #2 | Bupa | 8 / 12 | 66.7% |
| #2 | FWD | 8 / 12 | 66.7% |
| #4 | AIA | 6 / 12 | 50% |
| #4 | AXA | 6 / 12 | 50% |
Show 16 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #4 | Prudential | 6 / 12 | 50% |
| #7 | Cigna | 5 / 12 | 41.7% |
| #8 | Manulife | 3 / 12 | 25% |
| #9 | Blue Cross | 2 / 12 | 16.7% |
| #9 | HSBC | 2 / 12 | 16.7% |
| #9 | HSBC Life | 2 / 12 | 16.7% |
| #9 | Sun Life | 2 / 12 | 16.7% |
| #13 | Blue Insurance HK | 1 / 12 | 8.3% |
| #13 | BOC Life | 1 / 12 | 8.3% |
| #13 | Chubb Life | 1 / 12 | 8.3% |
| #13 | ZA Insure | 1 / 12 | 8.3% |
| #17 | China Life | 0 / 12 | 0% |
| #17 | Chubb | 0 / 12 | 0% |
| #17 | Hang Seng | 0 / 12 | 0% |
| #17 | Principal | 0 / 12 | 0% |
| #17 | Zurich | 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 20, 2026, 3:14 AM – Oct 20, 2026, 3:16 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 我想在香港首次購買自願醫保，哪些保險公司的計劃值得放入比較名單？ in Hong Kong?
- 30歲香港上班族每年醫保預算約港幣6000元，想比較保費和住院保障，應先了解哪些公司？ in Hong Kong?
- 已有公司醫療保險，想在香港比較有自付費選項的自願醫保，有哪些公司值得考慮？ in Hong Kong?
- 想比較能網上投保、保費表和條款容易查閱的香港自願醫保，有哪些品牌值得了解？ 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"]
Trip.com
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | Agoda | 12 / 12 | 100% |
| #1 | Booking.com | 12 / 12 | 100% |
| #1 | Trip.com | 12 / 12 | 100% |
| #4 | Rakuten Travel | 9 / 12 | 75% |
| #5 | Expedia | 7 / 12 | 58.3% |
Show 8 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #6 | Jalan.net | 4 / 12 | 33.3% |
| #7 | Jalan | 3 / 12 | 25% |
| #8 | Hotels.com | 2 / 12 | 16.7% |
| #9 | Candeo Hotels | 1 / 12 | 8.3% |
| #9 | Daiwa Roynet Hotels | 1 / 12 | 8.3% |
| #9 | Klook | 1 / 12 | 8.3% |
| #9 | MIMARU | 1 / 12 | 8.3% |
| #9 | Vessel Hotel | 1 / 12 | 8.3% |
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 20, 2026, 3:25 AM – Oct 20, 2026, 3:26 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 香港用戶預訂日本酒店，想一次比較價格、取消條款和付款方式，哪些平台值得先看？ in Hong Kong?
- 由香港出發去大阪自由行，酒店每晚預算約港幣1000元，有哪些訂房平台值得比較？ in Hong Kong?
- 帶小朋友去日本旅行，想找家庭房並看清楚入住人數限制，哪些香港可用的訂房平台值得考慮？ in Hong Kong?
- 行程可能改期，想比較可免費取消的酒店預訂，香港用戶應先看哪些平台？ 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"]
Zurich Insurance Company Ltd
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | Bowtie | 11 / 12 | 91.7% |
| #2 | FWD | 9 / 12 | 75% |
| #3 | AIA | 8 / 12 | 66.7% |
| #3 | Bupa | 8 / 12 | 66.7% |
| #3 | Prudential | 8 / 12 | 66.7% |
Show 16 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #6 | AXA | 6 / 12 | 50% |
| #7 | Blue Cross | 5 / 12 | 41.7% |
| #7 | Cigna | 5 / 12 | 41.7% |
| #9 | Manulife | 4 / 12 | 33.3% |
| #10 | HSBC Life | 3 / 12 | 25% |
| #11 | HSBC | 2 / 12 | 16.7% |
| #11 | Sun Life | 2 / 12 | 16.7% |
| #13 | Blue Insurance HK | 1 / 12 | 8.3% |
| #13 | BOC Life | 1 / 12 | 8.3% |
| #13 | China Life | 1 / 12 | 8.3% |
| #13 | Chubb | 1 / 12 | 8.3% |
| #13 | Chubb Life | 1 / 12 | 8.3% |
| #13 | Hang Seng | 1 / 12 | 8.3% |
| #13 | Principal | 1 / 12 | 8.3% |
| #13 | ZA Insure | 1 / 12 | 8.3% |
| #13 | Zurich | 1 / 12 | 8.3% |
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 20, 2026, 3:14 AM – Oct 20, 2026, 3:16 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 我想在香港首次購買自願醫保，哪些保險公司的計劃值得放入比較名單？ in Hong Kong?
- 30歲香港上班族每年醫保預算約港幣6000元，想比較保費和住院保障，應先了解哪些公司？ in Hong Kong?
- 已有公司醫療保險，想在香港比較有自付費選項的自願醫保，有哪些公司值得考慮？ in Hong Kong?
- 想比較能網上投保、保費表和條款容易查閱的香港自願醫保，有哪些品牌值得了解？ 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.
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