Bioderma
bioderma.hkBIODERMA 香港將 Hydrabio 定位為缺水肌膚護理系列，指出乾性、油性及混合性肌膚都可能缺水。系列中，Hydrabio Essence Lotion 被描述為水感質地；Hydrabio Crème 則是較滋潤的面霜。 Hydrabio Rich Cream 為乾性至極乾性肌膚設計，品牌描述其質地豐潤、舒適，同時標示不油膩、不黏膩，並可作妝前底霜。品牌亦列出其保濕及滋養特點。這讓重視黏膩感的買家有一項具體使用感資訊可比較；不過它仍是豐潤質地，產品頁沒有說明其是否適合香港炎熱潮濕天氣或偏好輕薄質地的人。
Hada Labo 肌研
mentholatum.com.hk肌研極潤保濕水凝霜含 4 種大小不同的透明質酸，配方並列有益生元成分，品牌資料指出其可在肌膚表面形成保護屏障。它可作為凝霜類保濕產品的比較選項。 肌研極潤保濕清爽水分露同樣含 4 種大小不同的透明質酸及益生元成分；香港產品資料亦列出仙人掌抗敏因子，並描述其配方方向為舒緩及修復受損肌膚、提高肌膚穩定性。這提供了另一種水凝類產品供比較。
La Roche-Posay
laroche-posay.hkLa Roche-Posay香港的Toleriane抗敏舒緩系列，面向敏感及過敏傾向肌膚，提供舒緩與保濕護理。品牌建議容易乾燥者考慮Dermallergo Cream面霜；油性或混合性肌膚則可考慮Dermallergo Fluid乳液。品牌文章指出，有使用者認為面霜質地較適合冬季、乳液較適合春夏。這提供了按膚質及季節比較的起點，但並非特定香港天氣或「不黏膩」的保證；可依自己偏油或偏乾及實際膚感選擇。 系列以精簡、必要成分為方向，並採用密封泵式包裝；品牌說明這種包裝有助減少產品受到外界刺激物或致敏原污染。若已知對某些成分敏感，購買前仍應核對當地產品的完整成分資訊。
Skin care
Read source-backed company knowledge and inspect how AI answers compare brands for specific buyer questions. Each offers a different view of this industry.
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Explore company capabilities and answers for a shared buyer need. Follow the services and experience relevant to your work.
This category contains 4 companies. No public industry panel is available yet.
4 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.
Bioderma
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 | 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"]
Curél
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | CeraVe | 8 / 12 | 66.7% |
| #2 | Curél | 7 / 12 | 58.3% |
| #2 | La Roche-Posay | 7 / 12 | 58.3% |
| #4 | Avène | 5 / 12 | 41.7% |
| #4 | Hada Labo | 5 / 12 | 41.7% |
Show 30 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #6 | Clinique | 4 / 12 | 33.3% |
| #6 | Kiehl’s | 4 / 12 | 33.3% |
| #6 | Neutrogena | 4 / 12 | 33.3% |
| #6 | Torriden | 4 / 12 | 33.3% |
| #10 | Cetaphil | 3 / 12 | 25% |
| #11 | belif | 2 / 12 | 16.7% |
| #11 | Physiogel | 2 / 12 | 16.7% |
| #11 | Vanicream | 2 / 12 | 16.7% |
| #14 | Aestura | 1 / 12 | 8.3% |
| #14 | Aveeno | 1 / 12 | 8.3% |
| #14 | Bioderma | 1 / 12 | 8.3% |
| #14 | Caudalie | 1 / 12 | 8.3% |
| #14 | First Aid Beauty | 1 / 12 | 8.3% |
| #14 | Laneige | 1 / 12 | 8.3% |
| #14 | Minon | 1 / 12 | 8.3% |
| #14 | Ms. Chu Soap & Beaut | 1 / 12 | 8.3% |
| #14 | MUJI | 1 / 12 | 8.3% |
| #14 | Mustela | 1 / 12 | 8.3% |
| #14 | OLAY | 1 / 12 | 8.3% |
| #14 | QV | 1 / 12 | 8.3% |
| #14 | Schnique | 1 / 12 | 8.3% |
| #14 | Skin Need | 1 / 12 | 8.3% |
| #14 | Suu Balm | 1 / 12 | 8.3% |
| #14 | The Ordinary | 1 / 12 | 8.3% |
| #14 | Vichy | 1 / 12 | 8.3% |
| #31 | Beauty of Joseon | 0 / 12 | 0% |
| #31 | Clarins | 0 / 12 | 0% |
| #31 | Dr.Althea | 0 / 12 | 0% |
| #31 | Good Molecules | 0 / 12 | 0% |
| #31 | RMK | 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","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"]
Hada Labo 肌研
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 | Avène | 5 / 12 | 41.7% |
| #4 | Clinique | 5 / 12 | 41.7% |
Show 30 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #6 | Kiehl’s | 4 / 12 | 33.3% |
| #6 | Neutrogena | 4 / 12 | 33.3% |
| #6 | Torriden | 4 / 12 | 33.3% |
| #9 | Belif | 3 / 12 | 25% |
| #9 | Cetaphil | 3 / 12 | 25% |
| #9 | Hada Labo | 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 | 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"]
La Roche-Posay
Company profile| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #1 | CeraVe | 8 / 12 | 66.7% |
| #2 | Curél | 7 / 12 | 58.3% |
| #2 | La Roche-Posay | 7 / 12 | 58.3% |
| #4 | Avène | 6 / 12 | 50% |
| #5 | 肌研 (Hada Labo) | 5 / 12 | 41.7% |
Show 30 more observed brands
| Rank in this panel | Observed brand | Recommended / eligible | Recommendation rate |
|---|---|---|---|
| #6 | Clinique | 4 / 12 | 33.3% |
| #6 | Kiehl’s | 4 / 12 | 33.3% |
| #6 | Neutrogena | 4 / 12 | 33.3% |
| #6 | Torriden | 4 / 12 | 33.3% |
| #10 | Cetaphil | 3 / 12 | 25% |
| #10 | Physiogel | 3 / 12 | 25% |
| #12 | belif | 2 / 12 | 16.7% |
| #12 | Vanicream | 2 / 12 | 16.7% |
| #14 | Aestura | 1 / 12 | 8.3% |
| #14 | Aveeno | 1 / 12 | 8.3% |
| #14 | Bioderma | 1 / 12 | 8.3% |
| #14 | Caudalie | 1 / 12 | 8.3% |
| #14 | First Aid Beauty | 1 / 12 | 8.3% |
| #14 | LANEIGE | 1 / 12 | 8.3% |
| #14 | Minon | 1 / 12 | 8.3% |
| #14 | Ms. Chu Soap & Beaut | 1 / 12 | 8.3% |
| #14 | MUJI | 1 / 12 | 8.3% |
| #14 | Mustela | 1 / 12 | 8.3% |
| #14 | OLAY | 1 / 12 | 8.3% |
| #14 | QV | 1 / 12 | 8.3% |
| #14 | Schnique | 1 / 12 | 8.3% |
| #14 | Skin Need | 1 / 12 | 8.3% |
| #14 | Suu Balm | 1 / 12 | 8.3% |
| #14 | The Ordinary | 1 / 12 | 8.3% |
| #14 | VICHY | 1 / 12 | 8.3% |
| #31 | Beauty of Joseon | 0 / 12 | 0% |
| #31 | Clarins | 0 / 12 | 0% |
| #31 | Dr.Althea | 0 / 12 | 0% |
| #31 | Good Molecules | 0 / 12 | 0% |
| #31 | RMK | 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","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"]
Answers with sources
Published knowledge from the source material. These answers are not AI visibility measurements.
香港天氣又熱又濕，BIODERMA 有哪些保濕產品可納入比較？
BiodermaRead answer and sourcesBIODERMA 香港將 Hydrabio 定位為缺水肌膚護理系列，指出乾性、油性及混合性肌膚都可能缺水。系列中，Hydrabio Essence Lotion 被描述為水感質地；Hydrabio Crème 則是較滋潤的面霜。若你在意香港炎熱潮濕天氣下的清爽感，可以先比較產品質地和自己的保濕需要；現有產品資訊沒有明確說明哪一款適合炎熱潮濕天氣或不黏膩。 Atoderm Crème 是 BIODERMA 香港列出的日常滋潤護理，適合正常至乾性肌膚；品牌說明其配方旨在滋潤及保護肌膚，建議每日使用一至兩次。這提供了與 Hydrabio 的缺水護理不同的比較方向，但資料沒有說明它在濕熱天氣中的清爽程度。
Answers with sources
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