Urban Legend
urbanlegend.coNo measurement in this batch
Urban Legend is a platform for organising political lobbying using social media influencers.
UZH Foundation
uzhfoundation.chNo measurement in this batch
UZH Foundation is an organization in Zurich, Switzerland.
Vereinte Dienstleistungsgewerkschaft
verdi.deNo measurement in this batch
German trade union within the German Trade Union Confederation (DGB).
Verkehrsclub Deutschland Nordrhein-Westfalen
nrw.vcd.orgNo measurement in this batch
Transportation club in Germany.
Vinyl Group Ltd
vinyl.groupNo measurement in this batch
Vinyl Group Ltd is a Publicly listed media and music technology company.
Vox Pop Labs
voxpoplabs.comNo measurement in this batch
Vox Pop Labs is a Certified B Corporation based in Canada.
Vuelo del Cometa
ivoox.comNo measurement in this batch
Spanish literary podcast co-hosted by Álvaro Aparicio and Diana Soriano.
West Coast Wilderness Railway
wcwr.com.auNo measurement in this batch
Rebuilt railway between Queenstown and Strahan, Western Tasmania.
Westminster Foundation for Democracy
wfd.orgNo measurement in this batch
UK non-departmental public body.
White Helmets
whitehelmets.orgNo measurement in this batch
White Helmets is a Syrian volunteer civil defense organization.
WhoSampled
whosampled.comNo measurement in this batch
WhoSampled is a British website cataloging sampling in music.
Wildlife and Environmental Conservation Society of Zambia
conservationzambia.orgNo measurement in this batch
Wildlife conservation, environmental waste , Forest management.
Working Group of Bicycle-Friendly Municipalities in Bavaria
agfk-bayern.deNo measurement in this batch
Association of municipalities seeking the award »Bicycle-Friendly Municipality in Bavaria«.
World Association of Theoretical and Computational Chemists
watoc.netNo measurement in this batch
World Association of Theoretical and Computational Chemists is an organization.
World Gold Council
gold.orgNo measurement in this batch
International trade association for the gold industry.
World Rainforest Movement
wrm.org.uyNo measurement in this batch
Environmentalist group based in Uruguay.
World Records India
worldrecordsindia.comNo measurement in this batch
World Records India is an Indian records organisation.
Yancoal Australia
yancoal.com.auNo measurement in this batch
Yancoal Australia is a Coal mining company.
Yvelines departmental fire and rescue service
sdis78.frNo measurement in this batch
Fire department of Yvelines, France.
Zarząd Dróg Miasta Krakowa
zdmk.krakow.plNo measurement in this batch
Roads authority in Kraków, Poland.
Organizations
Read source-backed company knowledge and inspect how AI answers compare brands for specific buyer questions. Each offers a different view of this industry.
Start with what you need
Explore company capabilities and answers for a shared buyer need. Follow the services and experience relevant to your work.
This category contains 1,612 companies. No public industry panel is available yet.
2 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.
CeraVe
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | CeraVe | 6 / 12 | 50% |
| #2 | La Roche-Posay | 4 / 12 | 33.3% |
| #3 | Avène | 2 / 12 | 16.7% |
| #3 | Clinique | 2 / 12 | 16.7% |
| #3 | Neutrogena | 2 / 12 | 16.7% |
Show 31 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #3 | Vanicream | 2 / 12 | 16.7% |
| #3 | 肌研 (Hada Labo) | 2 / 12 | 16.7% |
| #8 | Aveeno | 1 / 12 | 8.3% |
| #8 | Cetaphil | 1 / 12 | 8.3% |
| #8 | Curél | 1 / 12 | 8.3% |
| #8 | Kiehl’s | 1 / 12 | 8.3% |
| #8 | Laneige | 1 / 12 | 8.3% |
| #8 | Ms. Chu Soap & Beaut | 1 / 12 | 8.3% |
| #8 | Physiogel | 1 / 12 | 8.3% |
| #15 | Aestura | 0 / 12 | 0% |
| #15 | Beauty of Joseon | 0 / 12 | 0% |
| #15 | belif | 0 / 12 | 0% |
| #15 | Bioderma | 0 / 12 | 0% |
| #15 | Caudalie | 0 / 12 | 0% |
| #15 | Clarins | 0 / 12 | 0% |
| #15 | Dr.Althea | 0 / 12 | 0% |
| #15 | First Aid Beauty | 0 / 12 | 0% |
| #15 | Good Molecules | 0 / 12 | 0% |
| #15 | Hada Labo | 0 / 12 | 0% |
| #15 | Minon Amino Moist | 0 / 12 | 0% |
| #15 | MUJI | 0 / 12 | 0% |
| #15 | Mustela | 0 / 12 | 0% |
| #15 | OLAY | 0 / 12 | 0% |
| #15 | QV | 0 / 12 | 0% |
| #15 | RMK | 0 / 12 | 0% |
| #15 | Schnique | 0 / 12 | 0% |
| #15 | Skin Need | 0 / 12 | 0% |
| #15 | Suu Balm | 0 / 12 | 0% |
| #15 | The Ordinary | 0 / 12 | 0% |
| #15 | Torriden | 0 / 12 | 0% |
| #15 | Vichy | 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 19, 2026, 7:16 PM – Oct 19, 2026, 7:17 PM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 香港天氣又熱又濕,有哪些清爽、不黏膩的面霜品牌值得比較? in Hong Kong?
- 在香港買面部保濕產品,預算港幣300元,有哪些品牌值得考慮? in Hong Kong?
- 我的皮膚容易因護膚品感到刺激,在香港有哪些無香料保濕品牌值得先了解? in Hong Kong?
- 經常留在冷氣辦公室,想找保濕但不厚重的面霜,香港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"]
Cetaphil
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | CeraVe | 9 / 12 | 75% |
| #2 | Curél | 7 / 12 | 58.3% |
| #2 | La Roche-Posay | 7 / 12 | 58.3% |
| #4 | Clinique | 6 / 12 | 50% |
| #5 | Avène | 5 / 12 | 41.7% |
Show 30 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #5 | Hada Labo | 5 / 12 | 41.7% |
| #7 | Kiehl’s | 4 / 12 | 33.3% |
| #7 | Neutrogena | 4 / 12 | 33.3% |
| #7 | Torriden | 4 / 12 | 33.3% |
| #10 | belif | 3 / 12 | 25% |
| #10 | Cetaphil | 3 / 12 | 25% |
| #12 | LANEIGE | 2 / 12 | 16.7% |
| #12 | Physiogel | 2 / 12 | 16.7% |
| #12 | Vanicream | 2 / 12 | 16.7% |
| #15 | Aestura | 1 / 12 | 8.3% |
| #15 | Aveeno | 1 / 12 | 8.3% |
| #15 | Beauty of Joseon | 1 / 12 | 8.3% |
| #15 | Bioderma | 1 / 12 | 8.3% |
| #15 | Caudalie | 1 / 12 | 8.3% |
| #15 | Clarins | 1 / 12 | 8.3% |
| #15 | Dr.Althea | 1 / 12 | 8.3% |
| #15 | First Aid Beauty | 1 / 12 | 8.3% |
| #15 | Good Molecules | 1 / 12 | 8.3% |
| #15 | Minon Amino Moist | 1 / 12 | 8.3% |
| #15 | Ms. Chu Soap & Beaut | 1 / 12 | 8.3% |
| #15 | MUJI | 1 / 12 | 8.3% |
| #15 | Mustela | 1 / 12 | 8.3% |
| #15 | OLAY | 1 / 12 | 8.3% |
| #15 | QV | 1 / 12 | 8.3% |
| #15 | RMK | 1 / 12 | 8.3% |
| #15 | Schnique | 1 / 12 | 8.3% |
| #15 | Skin Need | 1 / 12 | 8.3% |
| #15 | Suu Balm | 1 / 12 | 8.3% |
| #15 | The Ordinary | 1 / 12 | 8.3% |
| #15 | Vichy | 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 19, 2026, 7:16 PM – Oct 19, 2026, 7:17 PM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 12 / 12
Questions in this panel
- 香港天氣又熱又濕,有哪些清爽、不黏膩的面霜品牌值得比較? in Hong Kong?
- 在香港買面部保濕產品,預算港幣300元,有哪些品牌值得考慮? in Hong Kong?
- 我的皮膚容易因護膚品感到刺激,在香港有哪些無香料保濕品牌值得先了解? in Hong Kong?
- 經常留在冷氣辦公室,想找保濕但不厚重的面霜,香港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"]
DeckEdit
Company profileCompetitive ranking was not measured in this report.
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
- No specific region
- Requested question / answer language
- American English
- Observation window (UTC)
- Sep 26, 2026, 8:22 AM – Sep 26, 2026, 8:23 AM
- AI systems
- ChatGPT, Claude, Gemini
- Eligible / planned answers
- 0 / 12
Questions in this panel
- How can I convert NotebookLM slides into a PowerPoint file where the text is still editable?
- I need to convert confidential presentation slides on a work laptop without sending files to a cloud service. What options do I have?
- What can I use to turn slide screenshots into an editable PowerPoint without uploading them anywhere?
- I exported my NotebookLM deck as a PDF and the text isn't selectable or editable. How can I fix that?
No comparable previous checkpoint in this panel.
Collection and assessment details
- Ranking method
- ready-scan.market-ranking.v1
- Assessor
- ["vercel","google/gemini-3.7-flash"]
- Retained collection settings
- ["vercel","openai/gpt-6-luna","vercel_native_web_search","enabled","openai","fresh"]
- ["vercel","anthropic/claude-haiku-4.5","vercel_native_web_search","enabled","anthropic","fresh"]
- ["vercel","google/gemini-3.7-flash","vercel_native_web_search","enabled","google","fresh"]
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