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Category benchmark|Skincare|Canada, English prompts

Best skincare brands in Canada, according to AI

On 5 October 2026 we put 50 unbranded Canadian skincare questions to ChatGPT, Perplexity and Google AI Overview, for 150 answers. CeraVe and La Roche-Posay led, and the engines disagreed about which comes first.

Across 150 AI answers to 50 unbranded Canadian skincare questions on 5 October 2026, CeraVe was named most often, in 25.3 percent, and 105 brands were named in total. ChatGPT led with CeraVe and Google AI Overview with La Roche-Posay.

5 October 2026
Collected
50
Questions
150
Answers
105
Brands named
1,797
Citations
Canada, English prompts
Market
ChatGPTPerplexityGoogle AI Overview
AI models measured on, 50 answers each

Who AI named, in order

All 50 questions, 3 engines, 150 answers

CeraVe and La Roche-Posay lead, each named in nearly a quarter of answers, with The Ordinary third.

RankSkincare brandsAll enginesChatGPTPerplexityGoogle AI Overview
1CeraVe25.3%42.0%, above its all-engines figure16.0%, below its all-engines figure18.0%, below its all-engines figure
2La Roche-Posay23.3%36.0%, above its all-engines figure12.0%, below its all-engines figure22.0%
3The Ordinary14.0%20.0%, above its all-engines figure4.0%, below its all-engines figure18.0%, above its all-engines figure
4Vanicream10.0%16.0%, above its all-engines figure4.0%, below its all-engines figure10.0%
5SkinCeuticals8.7%14.0%, above its all-engines figure4.0%, below its all-engines figure8.0%
6Cetaphil8.0%8.0%8.0%8.0%
7Avène6.7%12.0%, above its all-engines figure6.0%2.0%, below its all-engines figure
8Graydon Skincare6.0%6.0%4.0%, below its all-engines figure8.0%, above its all-engines figure
9Three Ships5.3%6.0%2.0%, below its all-engines figure8.0%, above its all-engines figure
10Beauty of Joseon4.7%8.0%, above its all-engines figure4.0%2.0%, below its all-engines figure
11Anua4.0%4.0%2.0%, below its all-engines figure6.0%, above its all-engines figure
11ATTITUDE4.0%6.0%, above its all-engines figure2.0%, below its all-engines figure4.0%
11Aveeno4.0%2.0%, below its all-engines figure6.0%, above its all-engines figure4.0%
11Province Apothecary4.0%4.0%4.0%4.0%
11Skinfix4.0%6.0%, above its all-engines figure2.0%, below its all-engines figure4.0%
16Neutrogena3.3%2.0%, below its all-engines figure6.0%, above its all-engines figure2.0%, below its all-engines figure
16Vichy3.3%6.0%, above its all-engines figure2.0%, below its all-engines figure2.0%, below its all-engines figure
18Bioderma2.7%6.0%, above its all-engines figure2.0%, below its all-engines figure0 , never named
18COSRX2.7%2.0%, below its all-engines figure2.0%, below its all-engines figure4.0%, above its all-engines figure
18Paula's Choice2.7%4.0%, above its all-engines figure0 , never named4.0%, above its all-engines figure
21Augustinus Bader2.0%4.0%, above its all-engines figure0 , never named2.0%
21Consonant Skincare2.0%2.0%4.0%, above its all-engines figure0 , never named
21Differin2.0%4.0%, above its all-engines figure0 , never named2.0%
21Drunk Elephant2.0%4.0%, above its all-engines figure0 , never named2.0%
21EltaMD2.0%4.0%, above its all-engines figure0 , never named2.0%
21First Aid Beauty2.0%4.0%, above its all-engines figure0 , never named2.0%
21La Mer2.0%4.0%, above its all-engines figure0 , never named2.0%
21Round Lab2.0%2.0%2.0%2.0%
21SKIN10042.0%2.0%2.0%2.0%
21Torriden2.0%2.0%2.0%2.0%
31Bkind1.3%4.0%, above its all-engines figure0 , never named0 , never named
31Black Girl Sunscreen1.3%2.0%, above its all-engines figure2.0%, above its all-engines figure0 , never named
31Cocoon Apothecary1.3%2.0%, above its all-engines figure0 , never named2.0%, above its all-engines figure
31Dr. Barbara Sturm1.3%4.0%, above its all-engines figure0 , never named0 , never named
31e.l.f.1.3%0 , never named0 , never named4.0%, above its all-engines figure
31Estée Lauder1.3%2.0%, above its all-engines figure0 , never named2.0%, above its all-engines figure
31Eucerin1.3%2.0%, above its all-engines figure2.0%, above its all-engines figure0 , never named
31Glow Recipe1.3%2.0%, above its all-engines figure0 , never named2.0%, above its all-engines figure
31Indeed Labs1.3%2.0%, above its all-engines figure2.0%, above its all-engines figure0 , never named
31Laneige1.3%2.0%, above its all-engines figure0 , never named2.0%, above its all-engines figure
31Marcelle1.3%4.0%, above its all-engines figure0 , never named0 , never named
31OMY Laboratoires1.3%2.0%, above its all-engines figure2.0%, above its all-engines figure0 , never named
31Tatcha1.3%2.0%, above its all-engines figure0 , never named2.0%, above its all-engines figure
44Aestura0.7%0 , never named2.0%, above its all-engines figure0 , never named
44Ageless Beauty Rx0.7%0 , never named2.0%, above its all-engines figure0 , never named
44Alastin0.7%0 , never named2.0%, above its all-engines figure0 , never named
44AmLactin0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Annanda Chaga0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Aquaphor0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Baxter of California0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Biologique Recherche0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Birch Babe0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Bulldog Skincare0.7%0 , never named0 , never named2.0%, above its all-engines figure
44BYOMA0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Caudalie0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Clinique0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Céla0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Dermalogica0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Dr. Dennis Gross0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Dr. Jart+0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Ducray0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Farmacy0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Fresh0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Garnier0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Gloves In A Bottle0.7%0 , never named2.0%, above its all-engines figure0 , never named
44Green Beaver0.7%2.0%, above its all-engines figure0 , never named0 , never named
44innisfree0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Jack Black0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Kiehl's0.7%2.0%, above its all-engines figure0 , never named0 , never named
44KORA Organics0.7%2.0%, above its all-engines figure0 , never named0 , never named
44La Prairie0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Lab Series0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Live Tinted0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Living Libations0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Medicube0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Naturium0.7%0 , never named0 , never named2.0%, above its all-engines figure
44O'Keeffe's0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Olay0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Ombrelle0.7%2.0%, above its all-engines figure0 , never named0 , never named
44PanOxyl0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Paume0.7%0 , never named2.0%, above its all-engines figure0 , never named
44Purito0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Reversa0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Revision Skincare0.7%0 , never named2.0%, above its all-engines figure0 , never named
44Riversol0.7%0 , never named2.0%, above its all-engines figure0 , never named
44RoC0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Rocky Mountain Soap Company0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Sahajan0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Shiva's Delight0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Simple0.7%2.0%, above its all-engines figure0 , never named0 , never named
44SK-II0.7%2.0%, above its all-engines figure0 , never named0 , never named
44SkinMedica0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Summer Fridays0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Tata Harper0.7%2.0%, above its all-engines figure0 , never named0 , never named
44The INKEY List0.7%2.0%, above its all-engines figure0 , never named0 , never named
44The Vancouver Aesthetician0.7%0 , never named2.0%, above its all-engines figure0 , never named
44TIRTIR0.7%0 , never named0 , never named2.0%, above its all-engines figure
44TruSkin0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Uriage0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Ursa Major0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Vasanti Cosmetics0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Vaseline0.7%0 , never named0 , never named2.0%, above its all-engines figure
44Vivier0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Wildcraft0.7%2.0%, above its all-engines figure0 , never named0 , never named
44Youth To The People0.7%2.0%, above its all-engines figure0 , never named0 , never named

105 ranked, 5 October 2026Figure 1

Is one of these yours?

A rank says where you sit. It does not say whether the engines describe you the way your brand strategy intends.

Review my AEO strategy

What do AI answers say about skincare brands in Canada?

Two L’Oréal Groupe pharmacy brands lead, the engines disagree about which comes first, and Canadian brands appear almost only when a question asks for them.

  1. CeraVe was named in 25.3 percent of 150 answers and La Roche-Posay in 23.3; one of the two appears in a third of answers.

    Figure 1
  2. ChatGPT named CeraVe most, in 42.0 percent of its answers; Google AI Overview named La Roche-Posay most, in 22.0 percent.

    Figure 2
  3. Of 105 brands named, 66 appeared on only one engine and 21 on all three.

    Figure 2
  4. Canadian independent brands took 51 mentions, 46 of them from three questions asking for Canadian-made, clean or cruelty-free skincare.

    Figure 1
  5. ChatGPT cited the American Academy of Dermatology in 22 of its 50 answers to Canadian skincare questions.

    Figure 4
  6. Google AI Overview took 21.4 percent of its citations from social media and 2.3 percent from health institutions.

    Figure 5

Which skincare questions did we ask AI?

Fifty questions that name no brand, written for the whole category. Commercial questions named a brand in 66.7 percent of answers, informational questions in 6.7 percent.

We wrote the panel around what a Canadian shopper asks while choosing skincare, not around any one brand’s range. It covers skin concerns (10 questions), where to buy in Canada (11), brand choice (9), everyday essentials (7), routines and safety (7) and skin type and life stage (6).

Searchable labels 30 questions commercial, 10 transactional and 10 informational. Each went to ChatGPT, Perplexity and Google AI Overview once, on the evening of 5 October 2026, giving 150 answers.

Brand visibility sits in shortlist questions. Brand choice questions averaged 5.6 brand mentions per answer, while the seven routine and safety questions named a brand in one answer of 21.

A brand that measures itself on how-to questions will find almost nothing to measure, so the commercial half of the panel carries the ranking.

Which skincare brands does AI name most in Canada?

CeraVe, in 25.3 percent of 150 answers, then La Roche-Posay at 23.3, The Ordinary at 14.0, Vanicream at 10.0 and SkinCeuticals at 8.7.

Two L’Oréal Groupe brands lead, and CeraVe or La Roche-Posay appears in 50 of the 150 answers. L’Oréal Groupe brands together appear in 58 answers.

The engines named 105 brands in 338 mentions. Sixty-two were named once, and the two leaders take 21.6 percent of all mentions, so a clear top pair sits above a wide field.

Figure 1

The full ranking

CeraVe and La Roche-Posay lead, each named in nearly a quarter of answers, with The Ordinary third.

L’Oréal GroupeEstée Lauder CompaniesCanadian independentOther owner
  1. 01CeraVe25.3%
  2. 02La Roche-Posay23.3%
  3. 03The Ordinary14.0%
  4. 04Vanicream10.0%
  5. 05SkinCeuticals8.7%
  6. 06Cetaphil8.0%
  7. 07Avène6.7%
  8. 08Graydon Skincare6.0%
  9. 09Three Ships5.3%
  10. 10Beauty of Joseon4.7%
  11. 11Anua4.0%
  12. 12ATTITUDE4.0%
  13. 13Aveeno4.0%
  14. 14Province Apothecary4.0%
  15. 15Skinfix4.0%
  16. 16Neutrogena3.3%
  17. 17Vichy3.3%
  18. 18Bioderma2.7%
  19. 19COSRX2.7%
  20. 20Paula's Choice2.7%
  21. 21Augustinus Bader2.0%
  22. 22Consonant Skincare2.0%
  23. 23Differin2.0%
  24. 24Drunk Elephant2.0%
  25. 25EltaMD2.0%
  26. 26First Aid Beauty2.0%
  27. 27La Mer2.0%
  28. 28Round Lab2.0%
  29. 29SKIN10042.0%
  30. 30Torriden2.0%
  31. 31Bkind1.3%
  32. 32Black Girl Sunscreen1.3%
  33. 33Cocoon Apothecary1.3%
  34. 34Dr. Barbara Sturm1.3%
  35. 35e.l.f.1.3%
  36. 36Estée Lauder1.3%
  37. 37Eucerin1.3%
  38. 38Glow Recipe1.3%
  39. 39Indeed Labs1.3%
  40. 40Laneige1.3%
  41. 41Marcelle1.3%
  42. 42OMY Laboratoires1.3%
  43. 43Tatcha1.3%
  44. 44Aestura0.7%
  45. 45Ageless Beauty Rx0.7%
  46. 46Alastin0.7%
  47. 47AmLactin0.7%
  48. 48Annanda Chaga0.7%
  49. 49Aquaphor0.7%
  50. 50Baxter of California0.7%
  51. 51Biologique Recherche0.7%
  52. 52Birch Babe0.7%
  53. 53Bulldog Skincare0.7%
  54. 54BYOMA0.7%
  55. 55Caudalie0.7%
  56. 56Clinique0.7%
  57. 57Céla0.7%
  58. 58Dermalogica0.7%
  59. 59Dr. Dennis Gross0.7%
  60. 60Dr. Jart+0.7%
  61. 61Ducray0.7%
  62. 62Farmacy0.7%
  63. 63Fresh0.7%
  64. 64Garnier0.7%
  65. 65Gloves In A Bottle0.7%
  66. 66Green Beaver0.7%
  67. 67innisfree0.7%
  68. 68Jack Black0.7%
  69. 69Kiehl's0.7%
  70. 70KORA Organics0.7%
  71. 71La Prairie0.7%
  72. 72Lab Series0.7%
  73. 73Live Tinted0.7%
  74. 74Living Libations0.7%
  75. 75Medicube0.7%
  76. 76Naturium0.7%
  77. 77O'Keeffe's0.7%
  78. 78Olay0.7%
  79. 79Ombrelle0.7%
  80. 80PanOxyl0.7%
  81. 81Paume0.7%
  82. 82Purito0.7%
  83. 83Reversa0.7%
  84. 84Revision Skincare0.7%
  85. 85Riversol0.7%
  86. 86RoC0.7%
  87. 87Rocky Mountain Soap Company0.7%
  88. 88Sahajan0.7%
  89. 89Shiva's Delight0.7%
  90. 90Simple0.7%
  91. 91SK-II0.7%
  92. 92SkinMedica0.7%
  93. 93Summer Fridays0.7%
  94. 94Tata Harper0.7%
  95. 95The INKEY List0.7%
  96. 96The Vancouver Aesthetician0.7%
  97. 97TIRTIR0.7%
  98. 98TruSkin0.7%
  99. 99Uriage0.7%
  100. 100Ursa Major0.7%
  101. 101Vasanti Cosmetics0.7%
  102. 102Vaseline0.7%
  103. 103Vivier0.7%
  104. 104Wildcraft0.7%
  105. 105Youth To The People0.7%
0%10%20%30%
Data behind Figure 1105 rows · CSV · JSON · PNG

Share of the 150 answers to unbranded questions that name each brand, in one run. The Prompt Group, 5 October 2026.

Every brand named is listed, 105 in all, and the page shows the first 15. Parent company and Canadian independent are our classification, as of October 2026. Four duplicate roster names are merged.

NameValueAnswers naming it
CeraVe25.3%38 of 150
La Roche-Posay23.3%35 of 150
The Ordinary14.0%21 of 150
Vanicream10.0%15 of 150
SkinCeuticals8.7%13 of 150
Cetaphil8.0%12 of 150
Avène6.7%10 of 150
Graydon Skincare6.0%9 of 150
Three Ships5.3%8 of 150
Beauty of Joseon4.7%7 of 150
Anua4.0%6 of 150
ATTITUDE4.0%6 of 150
Aveeno4.0%6 of 150
Province Apothecary4.0%6 of 150
Skinfix4.0%6 of 150
Neutrogena3.3%5 of 150
Vichy3.3%5 of 150
Bioderma2.7%4 of 150
COSRX2.7%4 of 150
Paula's Choice2.7%4 of 150
Augustinus Bader2.0%3 of 150
Consonant Skincare2.0%3 of 150
Differin2.0%3 of 150
Drunk Elephant2.0%3 of 150
EltaMD2.0%3 of 150
First Aid Beauty2.0%3 of 150
La Mer2.0%3 of 150
Round Lab2.0%3 of 150
SKIN10042.0%3 of 150
Torriden2.0%3 of 150
Bkind1.3%2 of 150
Black Girl Sunscreen1.3%2 of 150
Cocoon Apothecary1.3%2 of 150
Dr. Barbara Sturm1.3%2 of 150
e.l.f.1.3%2 of 150
Estée Lauder1.3%2 of 150
Eucerin1.3%2 of 150
Glow Recipe1.3%2 of 150
Indeed Labs1.3%2 of 150
Laneige1.3%2 of 150
Marcelle1.3%2 of 150
OMY Laboratoires1.3%2 of 150
Tatcha1.3%2 of 150
Aestura0.7%1 of 150
Ageless Beauty Rx0.7%1 of 150
Alastin0.7%1 of 150
AmLactin0.7%1 of 150
Annanda Chaga0.7%1 of 150
Aquaphor0.7%1 of 150
Baxter of California0.7%1 of 150
Biologique Recherche0.7%1 of 150
Birch Babe0.7%1 of 150
Bulldog Skincare0.7%1 of 150
BYOMA0.7%1 of 150
Caudalie0.7%1 of 150
Clinique0.7%1 of 150
Céla0.7%1 of 150
Dermalogica0.7%1 of 150
Dr. Dennis Gross0.7%1 of 150
Dr. Jart+0.7%1 of 150
Ducray0.7%1 of 150
Farmacy0.7%1 of 150
Fresh0.7%1 of 150
Garnier0.7%1 of 150
Gloves In A Bottle0.7%1 of 150
Green Beaver0.7%1 of 150
innisfree0.7%1 of 150
Jack Black0.7%1 of 150
Kiehl's0.7%1 of 150
KORA Organics0.7%1 of 150
La Prairie0.7%1 of 150
Lab Series0.7%1 of 150
Live Tinted0.7%1 of 150
Living Libations0.7%1 of 150
Medicube0.7%1 of 150
Naturium0.7%1 of 150
O'Keeffe's0.7%1 of 150
Olay0.7%1 of 150
Ombrelle0.7%1 of 150
PanOxyl0.7%1 of 150
Paume0.7%1 of 150
Purito0.7%1 of 150
Reversa0.7%1 of 150
Revision Skincare0.7%1 of 150
Riversol0.7%1 of 150
RoC0.7%1 of 150
Rocky Mountain Soap Company0.7%1 of 150
Sahajan0.7%1 of 150
Shiva's Delight0.7%1 of 150
Simple0.7%1 of 150
SK-II0.7%1 of 150
SkinMedica0.7%1 of 150
Summer Fridays0.7%1 of 150
Tata Harper0.7%1 of 150
The INKEY List0.7%1 of 150
The Vancouver Aesthetician0.7%1 of 150
TIRTIR0.7%1 of 150
TruSkin0.7%1 of 150
Uriage0.7%1 of 150
Ursa Major0.7%1 of 150
Vasanti Cosmetics0.7%1 of 150
Vaseline0.7%1 of 150
Vivier0.7%1 of 150
Wildcraft0.7%1 of 150
Youth To The People0.7%1 of 150

CeraVe and La Roche-Posay lead on general questions about dry skin, sensitivity and cleansers, where no ingredient or price points to a specialist. That is consistent with the engines treating dermatologist-associated pharmacy brands as the default answer to an unbranded question.

Below the top four, one or two answers separate most brands. Figure 1 lists all 105, and every brand named has a page of its own.

Does ChatGPT name the same skincare brands as Google AI Overview?

No. ChatGPT names CeraVe most, in 42.0 percent of its answers, and Google AI Overview names La Roche-Posay most, in 22.0 percent.

ChatGPT names La Roche-Posay second, at 36.0 percent, and The Ordinary third at 20.0. Google AI Overview names CeraVe and The Ordinary level, at 18.0 percent each.

The engines overlap less than their leaders suggest. Of 105 brands, 21 were named by all three engines and 66 by only one.

Figure 2

Engine by engine

ChatGPT names CeraVe first and Google AI Overview names La Roche-Posay first.

ChatGPTPerplexityGoogle AI Overview
0%20%40%
  1. 01CeraVe42.0%16.0%18.0%
  2. 02La Roche-Posay36.0%12.0%22.0%
  3. 03The Ordinary20.0%4.0%18.0%
  4. 04Vanicream16.0%4.0%10.0%
  5. 05SkinCeuticals14.0%4.0%8.0%
  6. 06Avène12.0%6.0%2.0%
  7. 07Cetaphil8.0%8.0%8.0%
  8. 08Graydon Skincare6.0%4.0%8.0%
  9. 09Three Ships6.0%2.0%8.0%
  10. 10Beauty of Joseon8.0%4.0%2.0%
  11. 11Anua4.0%2.0%6.0%
  12. 12ATTITUDE6.0%2.0%4.0%
  13. 13Aveeno2.0%6.0%4.0%
  14. 14Skinfix6.0%2.0%4.0%
  15. 15Neutrogena2.0%6.0%2.0%
  16. 16Vichy6.0%2.0%2.0%
  17. 17Bioderma6.0%2.0%0
  18. 18Province Apothecary4.0%4.0%4.0%
  19. 19COSRX2.0%2.0%4.0%
  20. 20Paula's Choice4.0%04.0%
  21. 21Augustinus Bader4.0%02.0%
  22. 22Consonant Skincare2.0%4.0%0
  23. 23Differin4.0%02.0%
  24. 24Drunk Elephant4.0%02.0%
  25. 25EltaMD4.0%02.0%
  26. 26First Aid Beauty4.0%02.0%
  27. 27La Mer4.0%02.0%
  28. 28Bkind4.0%00
  29. 29Dr. Barbara Sturm4.0%00
  30. 30e.l.f.004.0%
  31. 31Marcelle4.0%00
  32. 32Round Lab2.0%2.0%2.0%
  33. 33SKIN10042.0%2.0%2.0%
  34. 34Torriden2.0%2.0%2.0%
  35. 35Black Girl Sunscreen2.0%2.0%0
  36. 36Cocoon Apothecary2.0%02.0%
  37. 37Estée Lauder2.0%02.0%
  38. 38Eucerin2.0%2.0%0
  39. 39Glow Recipe2.0%02.0%
  40. 40Indeed Labs2.0%2.0%0
  41. 41Laneige2.0%02.0%
  42. 42OMY Laboratoires2.0%2.0%0
  43. 43Tatcha2.0%02.0%
  44. 44Aestura02.0%0
  45. 45Ageless Beauty Rx02.0%0
  46. 46Alastin02.0%0
  47. 47AmLactin2.0%00
  48. 48Annanda Chaga002.0%
  49. 49Aquaphor002.0%
  50. 50Baxter of California002.0%
  51. 51Biologique Recherche2.0%00
  52. 52Birch Babe002.0%
  53. 53Bulldog Skincare002.0%
  54. 54BYOMA002.0%
  55. 55Caudalie002.0%
  56. 56Clinique2.0%00
  57. 57Céla002.0%
  58. 58Dermalogica002.0%
  59. 59Dr. Dennis Gross002.0%
  60. 60Dr. Jart+002.0%
  61. 61Ducray2.0%00
  62. 62Farmacy2.0%00
  63. 63Fresh2.0%00
  64. 64Garnier2.0%00
  65. 65Gloves In A Bottle02.0%0
  66. 66Green Beaver2.0%00
  67. 67innisfree002.0%
  68. 68Jack Black2.0%00
  69. 69Kiehl's2.0%00
  70. 70KORA Organics2.0%00
  71. 71La Prairie002.0%
  72. 72Lab Series002.0%
  73. 73Live Tinted2.0%00
  74. 74Living Libations2.0%00
  75. 75Medicube2.0%00
  76. 76Naturium002.0%
  77. 77O'Keeffe's2.0%00
  78. 78Olay2.0%00
  79. 79Ombrelle2.0%00
  80. 80PanOxyl2.0%00
  81. 81Paume02.0%0
  82. 82Purito2.0%00
  83. 83Reversa2.0%00
  84. 84Revision Skincare02.0%0
  85. 85Riversol02.0%0
  86. 86RoC2.0%00
  87. 87Rocky Mountain Soap Company2.0%00
  88. 88Sahajan2.0%00
  89. 89Shiva's Delight002.0%
  90. 90Simple2.0%00
  91. 91SK-II2.0%00
  92. 92SkinMedica002.0%
  93. 93Summer Fridays002.0%
  94. 94Tata Harper2.0%00
  95. 95The INKEY List2.0%00
  96. 96The Vancouver Aesthetician02.0%0
  97. 97TIRTIR002.0%
  98. 98TruSkin002.0%
  99. 99Uriage2.0%00
  100. 100Ursa Major002.0%
  101. 101Vasanti Cosmetics002.0%
  102. 102Vaseline002.0%
  103. 103Vivier2.0%00
  104. 104Wildcraft2.0%00
  105. 105Youth To The People2.0%00
Data behind Figure 2105 rows · CSV · JSON · PNG

Share of each engine’s 50 answers that name each brand, in one run. The Prompt Group, 5 October 2026.

Every brand named is listed. Six Google AI Overview answers came back empty and count as naming nobody. Twenty Perplexity answers rest on unrelated sources; see the section on Perplexity.

NameChatGPTPerplexity
CeraVe42.0%16.0%
La Roche-Posay36.0%12.0%
The Ordinary20.0%4.0%
Vanicream16.0%4.0%
SkinCeuticals14.0%4.0%
Avène12.0%6.0%
Cetaphil8.0%8.0%
Graydon Skincare6.0%4.0%
Three Ships6.0%2.0%
Beauty of Joseon8.0%4.0%
Anua4.0%2.0%
ATTITUDE6.0%2.0%
Aveeno2.0%6.0%
Skinfix6.0%2.0%
Neutrogena2.0%6.0%
Vichy6.0%2.0%
Bioderma6.0%2.0%
Province Apothecary4.0%4.0%
COSRX2.0%2.0%
Paula's Choice4.0%0
Augustinus Bader4.0%0
Consonant Skincare2.0%4.0%
Differin4.0%0
Drunk Elephant4.0%0
EltaMD4.0%0
First Aid Beauty4.0%0
La Mer4.0%0
Bkind4.0%0
Dr. Barbara Sturm4.0%0
e.l.f.0.0%0
Marcelle4.0%0
Round Lab2.0%2.0%
SKIN10042.0%2.0%
Torriden2.0%2.0%
Black Girl Sunscreen2.0%2.0%
Cocoon Apothecary2.0%0
Estée Lauder2.0%0
Eucerin2.0%2.0%
Glow Recipe2.0%0
Indeed Labs2.0%2.0%
Laneige2.0%0
OMY Laboratoires2.0%2.0%
Tatcha2.0%0
Aestura0.0%2.0%
Ageless Beauty Rx0.0%2.0%
Alastin0.0%2.0%
AmLactin2.0%0
Annanda Chaga0.0%0
Aquaphor0.0%0
Baxter of California0.0%0
Biologique Recherche2.0%0
Birch Babe0.0%0
Bulldog Skincare0.0%0
BYOMA0.0%0
Caudalie0.0%0
Clinique2.0%0
Céla0.0%0
Dermalogica0.0%0
Dr. Dennis Gross0.0%0
Dr. Jart+0.0%0
Ducray2.0%0
Farmacy2.0%0
Fresh2.0%0
Garnier2.0%0
Gloves In A Bottle0.0%2.0%
Green Beaver2.0%0
innisfree0.0%0
Jack Black2.0%0
Kiehl's2.0%0
KORA Organics2.0%0
La Prairie0.0%0
Lab Series0.0%0
Live Tinted2.0%0
Living Libations2.0%0
Medicube2.0%0
Naturium0.0%0
O'Keeffe's2.0%0
Olay2.0%0
Ombrelle2.0%0
PanOxyl2.0%0
Paume0.0%2.0%
Purito2.0%0
Reversa2.0%0
Revision Skincare0.0%2.0%
Riversol0.0%2.0%
RoC2.0%0
Rocky Mountain Soap Company2.0%0
Sahajan2.0%0
Shiva's Delight0.0%0
Simple2.0%0
SK-II2.0%0
SkinMedica0.0%0
Summer Fridays0.0%0
Tata Harper2.0%0
The INKEY List2.0%0
The Vancouver Aesthetician0.0%2.0%
TIRTIR0.0%0
TruSkin0.0%0
Uriage2.0%0
Ursa Major0.0%0
Vasanti Cosmetics0.0%0
Vaseline0.0%0
Vivier2.0%0
Wildcraft2.0%0
Youth To The People2.0%0

With one answer per question, a gap of two or three answers could close on the next run, so read CeraVe and La Roche-Posay as a pair. The engines agree on the pair and disagree on the order.

The Ordinary depends most on the engine: 20.0 percent on ChatGPT, 18.0 on Google AI Overview and 4.0 on Perplexity. A blended score would hide that spread.

Do AI engines name Canadian skincare brands?

Mostly when the question asks for one. Nineteen Canadian independent brands were named, and 46 of their 51 mentions came from three questions about Canadian-made, clean and cruelty-free skincare.

Graydon Skincare leads them, in 9 answers, then Three Ships in 8 and ATTITUDE and Province Apothecary in 6 each. The question about brands made in Canada produced 21 of their mentions.

The two markets barely touch. CeraVe and La Roche-Posay were named in none of the nine answers to those three questions, and in 50 of the 141 answers to the other 47.

The engines appear to treat Canadian origin as a filter a shopper applies, and rarely volunteer it. On general questions about dry or sensitive skin, Canadian independent brands have almost no visibility in this collection.

For a Canadian brand, being named on a made-in-Canada list does not carry into the shortlists where most buying questions are answered.

How reliable were Perplexity’s answers about skincare brands in Canada?

Not reliable in this collection. In 20 of Perplexity’s 50 answers, at least half of the cited sources have nothing to do with skincare.

We read all 50 Perplexity answers with their sources. The failed answers cite music streaming pages, dictionaries, fandom wikis and schools. Most still read as on-topic, and six name brands, which suggests the text came from the model rather than from the pages it cited.

Perplexity’s answers were also short, with a median of about 430 characters against about 1,970 for ChatGPT. It named a brand in 17 of its 50 answers.

The pattern is consistent with a retrieval fault in the Perplexity channel Searchable queried. We cannot tell whether the consumer Perplexity app behaved the same way.

Perplexity’s brand figures are in Figure 2 for completeness. Its citations stay in the source counts, where they make up most of the unclassified share.

How many skincare brands does each AI engine name?

ChatGPT named 73 brands in 167 mentions, Google AI Overview 57 brands in 108 and Perplexity 35 brands in 63, each across 50 answers.

ChatGPT named a brand in 34 of its 50 answers, Google AI Overview in 27 and Perplexity in 17. On the 30 commercial questions, ChatGPT named CeraVe and La Roche-Posay in 16 answers each.

Six Google AI Overview answers came back empty, all on questions that ask for a product, a brand or a place to buy. We cannot tell a refusal from a question that did not trigger an overview.

Figure 3

How much each engine names

ChatGPT names 73 brands across its answers, Google AI Overview 57 and Perplexity 35.

  1. 167ChatGPT
  2. 63Perplexity
  3. 108Google AI Overview
Data behind Figure 33 rows · CSV · JSON · PNG

Brand mentions across each engine’s 50 answers, in one run. The Prompt Group, 5 October 2026.

NameValueBrands namedAnswers naming a brand
ChatGPT1677334 of 50
Perplexity633517 of 50
Google AI Overview1085727 of 50

A longer answer names more brands, so one mention on ChatGPT says less about preference than a place on Google AI Overview’s shorter list.

The empty answers sit where brands are named, so a brand tracking Google AI Overview should count them before reading a share.

Which sources do AI answers cite about skincare brands in Canada?

aad.org, the American Academy of Dermatology, cited in 16.7 percent of 150 answers, then allure.com at 14.7, google.com at 14.0 and reddit.com at 12.0.

The answers carry 1,797 citations to 620 domains. ChatGPT accounts for 22 of the 25 answers citing aad.org, a US body, while dermatology.ca, the Canadian Dermatology Association, is cited in 8. Google AI Overview accounts for 19 of the 21 answers citing google.com, all of them Google Shopping listings.

Brand sites are rarely the evidence. CeraVe is named in 38 answers and its own site is cited in 5, and La Roche-Posay in 35 and 5.

Figure 4

Most cited domains

The American Academy of Dermatology is cited in more answers than any brand, publisher or retailer.

Health body or governmentRetailer or marketplaceA brand’s own sitePublisher, social or community site
  1. 01aad.org16.7%
  2. 02allure.com14.7%
  3. 03google.com14.0%
  4. 04reddit.com12.0%
  5. 05youtube.com11.3%
  6. 06instagram.com10.7%
  7. 07sephora.com9.3%
  8. 08realsimple.com7.3%
  9. 09nbcnews.com6.7%
  10. 10vogue.com6.7%
  11. 11facebook.com5.3%
  12. 12tiktok.com5.3%
  13. 13ellecanada.com5.3%
  14. 14nih.gov4.7%
  15. 15canada.ca4.7%
0%5%10%15%20%
Data behind Figure 415 rows · CSV · JSON · PNG

Share of the 150 answers that cite each domain at least once, in one run. The Prompt Group, 5 October 2026.

A citation is a distinct page linked in an answer, counted once per answer, with subdomains under their domain. google.com is Google Shopping listings cited by Google AI Overview. Type is our classification.

DomainValueCitationsPages cited
aad.org16.7%225116
allure.com14.7%4023
google.com14.0%4945
reddit.com12.0%2828
youtube.com11.3%3737
instagram.com10.7%2323
sephora.com9.3%4237
realsimple.com7.3%136
nbcnews.com6.7%1211
vogue.com6.7%1110
facebook.com5.3%1111
tiktok.com5.3%99
ellecanada.com5.3%86
nih.gov4.7%5252
canada.ca4.7%3428

The leading brands appear to reach answers through dermatology bodies, beauty publishers and Google’s catalogue more than through their own pages.

For a Canadian brand, the exposure is that ChatGPT answers Canadian skincare questions largely from a US professional body’s pages, which no brand writes.

What kinds of sources do AI answers cite about skincare brands in Canada?

Government and health institutions, with 26.0 percent of 1,797 citations, then news and publishers at 20.9 and company sites at 14.9.

The mix differs sharply by engine. ChatGPT takes 40.3 percent of its citations from institutions, led by aad.org, nih.gov and canada.ca. Google AI Overview takes 21.4 percent from social media, mostly Instagram, YouTube, TikTok and Facebook, and 20.1 percent from retailers, against 2.3 percent from institutions.

Unclassified is 14.2 percent, mostly the unrelated sources in Perplexity’s answers. Review sites supply 1.1 percent.

Figure 5

Sources by type

Health institutions supply a quarter of all citations, more than any other type of source.

  1. Government and institutions26.0%467
  2. News and publishers20.9%375
  3. Company sites14.9%268
  4. Retailers and marketplaces10.0%179
  5. Social media6.1%110
  6. Directories and rankings4.0%72
  7. Forums and communities2.8%50
  8. Review sites1.1%20
  9. Unclassified14.2%256
Data behind Figure 59 rows · CSV · JSON · PNG

Share of all 1,797 citations by type of source, across three engines in one run. The Prompt Group, 5 October 2026.

Type is set per domain: Searchable’s label where it gave one, and our own for 124 more, every retailer included. Most unclassified citations are the unrelated sources in Perplexity’s answers.

NameValueCitations
Government and institutions26.0%467
News and publishers20.9%375
Company sites14.9%268
Retailers and marketplaces10.0%179
Social media6.1%110
Directories and rankings4.0%72
Forums and communities2.8%50
Review sites1.1%20
Unclassified14.2%256

ChatGPT and Google AI Overview build skincare answers from opposite ends of the evidence. ChatGPT reads clinical and regulatory pages, and Google AI Overview reads creator video, social posts and shopping listings.

A brand can supply accurate material to both, but the work differs: clinical evidence for one engine, creator and product-listing content for the other.

What should a skincare brand in Canada do about this?

Measure each engine separately on shopping questions, test general questions as well as Canadian ones, and know which institutions and creators the engines read.

Measure each engine as a separate market. CeraVe leads ChatGPT and La Roche-Posay leads Google AI Overview on the same questions, and The Ordinary ranges from 20.0 percent on ChatGPT to 4.0 on Perplexity. A blended score hides the engine a brand most needs to work on.

Track the shopping questions. Commercial questions named a brand in 66.7 percent of answers and informational questions in 6.7 percent. A panel weighted towards how-to questions measures the part of the category where brands are rarely named.

Test general questions, not only Canadian ones. Canadian independent brands took 46 of their 51 mentions from three questions that ask for Canadian, clean or cruelty-free skincare. Visibility on a made-in-Canada list says little about the shortlists for dry or sensitive skin.

Know which sources the engines read. ChatGPT cited the American Academy of Dermatology in 22 of 50 answers, and Google AI Overview took a fifth of its citations from social media. Those are the sources to check before changing a brand’s own pages.

Check a collection before trusting it. Twenty of Perplexity’s 50 answers rested on unrelated sources. A visibility score built on that channel would have reported a collection fault as a market position.

How was this skincare AI visibility study measured?

50 questions that name no brand, put to ChatGPT, Perplexity and Google AI Overview once on 5 October 2026, giving 150 answers counted against a roster of 193 brands.

What we asked, word for word8 of the panel
  1. What is a good gentle cleanser for sensitive skin?
  2. What is the best moisturizer for dry skin in a Canadian winter?
  3. Which skincare brands are best for acne-prone skin?
  4. Which face sunscreens sold in Canada don’t leave a white cast?
  5. What skincare products do dermatologists in Canada recommend most?
  6. Which skincare brands are made in Canada?
  7. Where is the best place to buy skincare online in Canada?
  8. Which luxury skincare brands are actually worth the money?
Panel
50 questions we wrote for the category, none naming a brand or a retailer. They replace a first set generated from one brand’s website, which named that brand’s signature ingredients and price points and skewed the ranking towards it.
Topics and intent
Where to buy in Canada 11 questions, skin concerns and treatments 10, brand choice and value 9, everyday essentials 7, routines and safety 7, skin type and life stage 6. Searchable labels 30 questions commercial, 10 transactional and 10 informational.
Geography
Run with the country set to Canada and English prompts. Four questions name a city, Toronto, Vancouver, Calgary and Montreal, and three of those were run from that city.
Collection
One run on 5 October 2026, at about 8:16 pm Eastern. 50 questions across three engines is 150 answers, 50 per engine. Six Google AI Overview answers came back empty.
Answer share
The percentage of the 150 answers, or of one engine’s 50, in which a brand was named. It is not market share, sales or recommendation. One answer can name several brands, so shares do not sum to 100.
How brands were counted
Searchable matches each answer against a roster of 193 brands, so a brand outside the roster is not counted. Four pairs of roster names are one brand and are merged. Every brand named is in Figures 1 and 2, and the page shows the first 15.
Parent companies
L’Oréal Groupe, Estée Lauder Companies, Canadian independent and other owner are our classification, as of October 2026. Canadian independent means founded and run in Canada and not owned by a multinational, so The Ordinary counts under Estée Lauder Companies.
Citations
A citation is a distinct page linked in an answer, counted once per answer. The 2,304 links recorded become 1,797 citations. Subdomains count under their registrable domain.
Source types
Each cited domain gets one type: Searchable’s label where it gave one, fixed lists for social networks and forums, and our own label for 124 more domains. Retailers and marketplaces is a type we added for this category, and google.com sits in it.
What we read
We read all 50 Perplexity answers with their sources. The classification of its unrelated answers is ours and is published with the data.
Frozen extract
The project keeps collecting. These figures are the run of 5 October 2026, pulled through the Searchable API the same day and available on request.
Limitations
This is one run, so every share rests on one answer per question per engine; one answer moves a brand by 0.7 points overall and 2.0 points on one engine. Read differences of a few answers as noise and the order of CeraVe and La Roche-Posay as a tie. Twenty Perplexity answers rested on unrelated sources and six Google AI Overview answers were empty, so both engines’ shares are floors. The roster was built in a project set up around The Ordinary’s domain; 105 brands matched and the true number named is higher. Retailers and clinics are not counted as brands unless the roster lists them. The panel is 50 questions in English, and its intent labels are Searchable’s.

Cite this report

Sopov, A. (2026). The Prompt Group Research. https://thepromptgroup.com/research/skincare-brands/ca

Figures and data are free to reuse with attribution under CC BY 4.0. Every chart is available as a PNG carrying its source line, and every dataset as CSV and JSON.

What do people ask about AI search and skincare brands in Canada?

Which brand each AI engine names in Canada, which sources it cites, and how a brand should read its own visibility, all from the 5 October 2026 collection.

Which skincare brand does AI recommend in Canada?

Across 150 answers to 50 unbranded questions on 5 October 2026, CeraVe was named most, in 25.3 percent. La Roche-Posay followed at 23.3 percent, The Ordinary at 14.0, Vanicream at 10.0 and SkinCeuticals at 8.7.

Which skincare brand does ChatGPT recommend in Canada?

CeraVe, named in 42.0 percent of ChatGPT’s 50 answers on 5 October 2026. La Roche-Posay followed at 36.0 percent and The Ordinary at 20.0.

Which skincare brand does Google AI Overview name in Canada?

La Roche-Posay, named in 22.0 percent of Google AI Overview’s 50 answers on 5 October 2026. CeraVe and The Ordinary followed, at 18.0 percent each.

Does AI recommend Canadian skincare brands?

Mostly when asked. Nineteen Canadian independent brands were named, led by Graydon Skincare and Three Ships, and 46 of their 51 mentions came from questions asking for Canadian-made, clean or cruelty-free skincare.

Which sources does AI cite about skincare in Canada?

aad.org, the American Academy of Dermatology, was cited in 25 of 150 answers, 22 of them on ChatGPT. Health institutions supplied 26.0 percent of 1,797 citations, publishers 20.9 percent and company sites 14.9 percent.

How should a skincare brand measure its AI visibility?

Engine by engine, on shopping questions. ChatGPT and Google AI Overview put different brands first, and commercial questions name a brand 66.7 percent of the time against 6.7 for informational questions.

Anton Sopov

Written by

Anton Sopov

Founder, The Prompt Group

Anton Sopov is the founder of The Prompt Group, an AI brand strategy and agentic discovery firm. He works with brands on how they are ranked, cited and described in ChatGPT, Claude, Gemini and Perplexity answers, and is the author of The Delegation Curve.

Company by company

Which companies did AI name in skincare brands?

105, each with a page of its own, ranked on Figure 1.

  1. 1stCeraVe25.3%
  2. 2ndLa Roche-Posay23.3%
  3. 3rdThe Ordinary14.0%
  4. 4thVanicream10.0%
  5. 5thSkinCeuticals8.7%
  6. 6thCetaphil8.0%
  7. 7thAvène6.7%
  8. 8thGraydon Skincare6.0%
  9. 9thThree Ships5.3%
  10. 10thBeauty of Joseon4.7%
  11. 11thAnua4.0%
  12. 11thATTITUDE4.0%
  13. 11thAveeno4.0%
  14. 11thProvince Apothecary4.0%
  15. 11thSkinfix4.0%
  16. 16thNeutrogena3.3%
  17. 16thVichy3.3%
  18. 18thBioderma2.7%
  19. 18thCOSRX2.7%
  20. 18thPaula's Choice2.7%
  21. 21stAugustinus Bader2.0%
  22. 21stConsonant Skincare2.0%
  23. 21stDifferin2.0%
  24. 21stDrunk Elephant2.0%
  25. 21stEltaMD2.0%
  26. 21stFirst Aid Beauty2.0%
  27. 21stLa Mer2.0%
  28. 21stRound Lab2.0%
  29. 21stSKIN10042.0%
  30. 21stTorriden2.0%
  31. 31stBkind1.3%
  32. 31stBlack Girl Sunscreen1.3%
  33. 31stCocoon Apothecary1.3%
  34. 31stDr. Barbara Sturm1.3%
  35. 31ste.l.f.1.3%
  36. 31stEstée Lauder1.3%
  37. 31stEucerin1.3%
  38. 31stGlow Recipe1.3%
  39. 31stIndeed Labs1.3%
  40. 31stLaneige1.3%
  41. 31stMarcelle1.3%
  42. 31stOMY Laboratoires1.3%
  43. 31stTatcha1.3%
  44. 44thAestura0.7%
  45. 44thAgeless Beauty Rx0.7%
  46. 44thAlastin0.7%
  47. 44thAmLactin0.7%
  48. 44thAnnanda Chaga0.7%
  49. 44thAquaphor0.7%
  50. 44thBaxter of California0.7%
  51. 44thBiologique Recherche0.7%
  52. 44thBirch Babe0.7%
  53. 44thBulldog Skincare0.7%
  54. 44thBYOMA0.7%
  55. 44thCaudalie0.7%
  56. 44thCéla0.7%
  57. 44thClinique0.7%
  58. 44thDermalogica0.7%
  59. 44thDr. Dennis Gross0.7%
  60. 44thDr. Jart+0.7%
  61. 44thDucray0.7%
  62. 44thFarmacy0.7%
  63. 44thFresh0.7%
  64. 44thGarnier0.7%
  65. 44thGloves In A Bottle0.7%
  66. 44thGreen Beaver0.7%
  67. 44thinnisfree0.7%
  68. 44thJack Black0.7%
  69. 44thKiehl's0.7%
  70. 44thKORA Organics0.7%
  71. 44thLa Prairie0.7%
  72. 44thLab Series0.7%
  73. 44thLive Tinted0.7%
  74. 44thLiving Libations0.7%
  75. 44thMedicube0.7%
  76. 44thNaturium0.7%
  77. 44thO'Keeffe's0.7%
  78. 44thOlay0.7%
  79. 44thOmbrelle0.7%
  80. 44thPanOxyl0.7%
  81. 44thPaume0.7%
  82. 44thPurito0.7%
  83. 44thReversa0.7%
  84. 44thRevision Skincare0.7%
  85. 44thRiversol0.7%
  86. 44thRoC0.7%
  87. 44thRocky Mountain Soap Company0.7%
  88. 44thSahajan0.7%
  89. 44thShiva's Delight0.7%
  90. 44thSimple0.7%
  91. 44thSK-II0.7%
  92. 44thSkinMedica0.7%
  93. 44thSummer Fridays0.7%
  94. 44thTata Harper0.7%
  95. 44thThe INKEY List0.7%
  96. 44thThe Vancouver Aesthetician0.7%
  97. 44thTIRTIR0.7%
  98. 44thTruSkin0.7%
  99. 44thUriage0.7%
  100. 44thUrsa Major0.7%
  101. 44thVasanti Cosmetics0.7%
  102. 44thVaseline0.7%
  103. 44thVivier0.7%
  104. 44thWildcraft0.7%
  105. 44thYouth To The People0.7%

Your AEO strategy

Connect your AEO to your brand strategy.

A working session on skincare brands in Canada: whether you are measuring the right questions and the right data, and whether the answers the engines give carry the position your brand is built on.

  • Whether the questions you track match how buyers ask about skincare brands in Canada
  • Which of your AI visibility numbers measure position, and which only count prompts
  • Where the answers drift from your brand positioning, and what to change first
Anton Sopov

Anton SopovFounder, The Prompt Group

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