Michigan Baseball Foundation
michiganbaseballfoundation.orgNo measurement in this batch
Michigan non-profit.
Microsoft Partner Network
partner.microsoft.comNo measurement in this batch
Microsoft Inc.'s partner network.
Milky Way Research Foundation
milkywayrf.orgNo measurement in this batch
Milky Way Research Foundation is an organization in Washington, United States.
MILTOS S.A.
miltos.grNo measurement in this batch
Greek confectionery and catering chain based in Thessaloniki, founded in 1976.
Ministry of Digital Transition, Post, and Electronic Communications
mdenp.gov.bfNo measurement in this batch
Burkina Faso government ministry responsible for digital transition, postal services, and electronic communications.
Minor Planet Center
minorplanetcenter.netNo measurement in this batch
Minor Planet Center is an organization.
Missing Maps
missingmaps.orgNo measurement in this batch
Open collaborative humanitarian mapping project.
Missionary Sisters of Our Lady of the Apostles
ndapotres.comNo measurement in this batch
Roman Catholic religious congregation for women, founded in France.
Mister Grand International
mistergrandinternational.orgNo measurement in this batch
International male beauty pageant established in 2017.
monarchy of Thailand
royaloffice.thNo measurement in this batch
Constitutional monarchy and monarch of the Kingdom of Thailand.
Mondo4africa
mondo4africa.comNo measurement in this batch
Mondo4africa is a Climate tech organization focusing on transformation of waste to valuable resources.
Muhlenberg College Department of Computer Science
muhlenberg.eduNo measurement in this batch
Academic department of Muhlenberg College.
Museo Civico di Storia Naturale di Milano
museodistorianaturalemilano.itNo measurement in this batch
Milan Natural History Museum, Italy.
Mutuelle Générale de l'Éducation Nationale
mgen.frNo measurement in this batch
Mutuelle Générale de l'Éducation Nationale is a nonprofit organization in France.
NASDAQ OMX Phlx
phlx.comNo measurement in this batch
Nasdaq acquired the Philadelphia Stock Exchange (PHLX).
National Association of Latino Elected and Appointed Officials
naleo.orgNo measurement in this batch
National Association of Latino Elected and Appointed Officials is an organization.
National Center for Humanitarian Demining
razminirovanie.ruNo measurement in this batch
Russian emergency rescue formation.
National Climate Adaptation Science Center
usgs.govNo measurement in this batch
National center for US Geological Survey climate work.
National Institute for Interdisciplinary Science and Technology
niist.res.inNo measurement in this batch
Indian government laboratory.
National Institute of Science Communication and Policy Research, India
niscpr.res.inNo measurement in this batch
National Institute of Science Communication and Policy Research, India is an organization in India.
National Museums of Kenya
museums.or.keNo measurement in this batch
National Museums of Kenya is a State corporation that manages museums, sites and monuments in Kenya.
National Operetta and Musical Theatre "Ion Dacian"
opereta.roNo measurement in this batch
Operetta theatre in Bucharest, Romania.
National Security Agency
nbu.gov.czNo measurement in this batch
National Security Agency is a Czech government agency responsible for maintaining security clearances and protection of classified information.
National Senior Classical League
nscl.orgNo measurement in this batch
National Senior Classical League is an organization.
National Social Justice and Human Rights Commission
nsjhrc.orgNo measurement in this batch
National Social Justice and Human Rights Commission is an Indian organization working in the fields of social justice and human rights.
National Theatre of Strasbourg
tns.frNo measurement in this batch
National Theatre of Strasbourg is a Drama company in Strasbourg, France.
Neotropical Bird Club
neotropicalbirdclub.orgNo measurement in this batch
British-based ornithological club.
New Roots Institute
newrootsinstitute.orgNo measurement in this batch
New Roots Institute is a nonprofit organization empowering the next generation with knowledge and training to end factory farming.
Nieleze
nieleze.comNo measurement in this batch
Organization developing Structural Risk Intelligence to identify structural conditions that can create risk before visible organizational failure.
Nièvre departmental fire and rescue service
sdis58.frNo measurement in this batch
Fire department of Nièvre, France.
NILDE
nildeworld.bo.cnr.itNo measurement in this batch
Document delivery service and network of libraries.
Nüart Gallery
nuartgallery.comNo measurement in this batch
Gallery with locations in New Mexico and California.
Observatorio de Víctimas del Terrorismo
cefas.ceu.esNo measurement in this batch
CEU CEFAS initiative dedicated to the memory of the victims and the study of terrorism.
Office of the Chancellor of Justice
oiguskantsler.eeNo measurement in this batch
Estonian state authority.
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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