Issue 07 of AI Visibility Weekly. Skincare and cosmetics join the index, bringing it to 13 industries and 123 brands across 49,633 W23 citations. The external blog is AI's #1 source in 12 of 13 industries (38.2%) and curation is the top content type (31.4%), and beauty debuts on the index's sharpest gap: AI mentions CLIO at 45% and Torriden at 29% while citing their own sites at 0%.
Issue 07 of AI Visibility Weekly. Skincare and cosmetics join the index, bringing it to 13 industries and 123 brands across 49,633 W23 citations. The external blog is AI's #1 source in 12 of 13 industries (38.2%) and curation is the top content type (31.4%), and beauty debuts on the index's sharpest gap: AI mentions CLIO at 45% and Torriden at 29% while citing their own sites at 0%.
Issue 07 of AI Visibility Weekly. Skincare and cosmetics join the index, bringing it to 13 industries and 123 brands across 49,633 W23 citations. The external blog is AI's #1 source in 12 of 13 industries (38.2%) and curation is the top content type (31.4%), and beauty debuts on the index's sharpest gap: AI mentions CLIO at 45% and Torriden at 29% while citing their own sites at 0%.
Issue 07 of AI Visibility Weekly. Skincare and cosmetics join the index, bringing it to 13 industries and 123 brands across 49,633 W23 citations. The external blog is AI's #1 source in 12 of 13 industries (38.2%) and curation is the top content type (31.4%), and beauty debuts on the index's sharpest gap: AI mentions CLIO at 45% and Torriden at 29% while citing their own sites at 0%.
This week the index added two beauty verticals, skincare and cosmetics, and the very first thing the data shows is the gap this newsletter keeps returning to, in its sharpest form yet.
Including the two new industries, we now track 13 industries and 123 brands, and W23 classified 49,633 citations. The pattern from the original industries held in beauty too: AI's most-cited source is the external blog, ranking #1 in both skincare (37.7%) and cosmetics (35.0%). But beauty's debut also produced the most extreme version of the mention-versus-citation gap. AI mentions beauty brands constantly (CLIO 45%, Torriden 29%), yet cites their own sites at 0%.
That is not a beauty quirk. It is the loudest example of a structure that now repeats across all 13 industries: the brands AI talks about most are often the ones it links to least. This week's question is less "what does AI cite" and more "if AI names you every day but never cites your site, who is collecting those citations instead."
Every week, we run a fixed set of consumer-style prompts through the three AI surfaces Korean consumers actually use: Google AI Overviews (AIO), Naver AI Briefing (AIB), and ChatGPT. For each response we record which brand was mentioned, which URL the AI surfaced as a source, what type of domain that URL belongs to, and, independently, what type of content the page itself is.
Before looking at what changes by industry, start with what every industry shares. The leading source types across the 49,633 W23 citations are:
| Domain type | Citations | Share |
|---|---|---|
| External blog | 18,961 | 38.2% |
| Brand's own official site | 11,054 | 22.3% |
| News | 7,134 | 14.4% |
| eCommerce | 4,093 | 8.2% |
| Video | 2,541 | 5.1% |
| Forum | 1,427 | 2.9% |
| Brand-owned blog | 1,232 | 2.5% |
The single biggest block of citations (38.2%) is the external blog, and it ranks first in 12 of the 13 industries we track. The lone exception is life insurance, where the brand's own official site (28.9%) just edges out external blogs (28.1%). By content type, curation (comparison, recommendation, and "best of" roundups) is the largest single bucket at 31.4%: AI reaches for third-party posts that bundle many brands together more often than for any brand's own description. The new beauty verticals enter on exactly this shape.
The #1 source type is the same almost everywhere, so what "wins" each industry is the brand AI names most and the source it leans on. Below is the current state of all 13 industries: the most-mentioned brand in each, and that industry's #1 cited source type. The two industries that joined this week are highlighted.
| Industry | Most-mentioned brand | #1 cited source |
|---|---|---|
| Telecom | KT · 75% mention | External blog 37.8% |
| Home Appliances | LG Electronics · 66% mention | External blog 45.6% |
| Securities | Korea Investment · 63% mention | External blog 42.1% |
| Non-Life Insurance | Samsung Fire · 59% mention | External blog 34.1% |
| Men's Fashion Malls | Musinsa · 59% mention | External blog 40.8% |
| Automotive | Kia · 59% mention | External blog 36.1% |
| Credit Card Issuers | Shinhan Card · 54% mention | External blog 46.6% |
| Banking | Shinhan Bank · 51% mention | External blog 39.1% |
| Life Insurance | Samsung Life · 47% mention | Official brand site 28.9% |
| Cosmetics · new | CLIO · 45% mention | External blog 35.0% |
| Women's Fashion Malls | Zigzag · 39% mention | External blog 40.3% |
| Skincare · new | Torriden · 29% mention | External blog 37.7% |
| Pharmaceuticals | GC (Green Cross) · 4% mention | External blog 28.6% |
The new entrants. Cosmetics' CLIO debuted at a 45% mention rate (top-tier across all 13 industries), followed by skincare's Torriden (29%), Round Lab (26%), and COSRX (22%). Both new industries lead with external blogs as their #1 source (skincare 37.7%, cosmetics 35.0%), and curation as their largest content type (skincare 34.4%, cosmetics 36.9%). A brand-new category lands in exactly the same place the established ones did.
Mention without citation. The highest mention rates belong to telecom (KT at 75%, SK Telecom at 73%), yet those same brands' own sites are cited just 14% and 3% of the time. LG Electronics (66% mention) and Kia (59%) sit at 0% citation. Beauty's debut is the same shape taken to its limit: CLIO is mentioned in nearly half of responses and cited at 0%. Across all 13 industries, the brands AI talks about most are routinely the ones it links to least.
We widened the index to 13 industries and added beauty, and the signal to budgets only got sharper. Three implications.
New industries enter through the same door. Skincare and cosmetics logged external blogs as their #1 cited source from their very first tracked week (37.7%, 35.0%). External blogs lead in 12 of 13 industries, and curation is the largest content type at 31.4%. Whatever category you add, the first unit of AI visibility is not your own site: it is a high-quality blog or roundup someone else wrote about you.
The widest mention-citation gap is the biggest risk. SK Telecom is mentioned at 73% but cited at 3% (a 70pp gap); LG Electronics is 66% / 0% (66pp); Kia is 59% / 0% (59pp). Cosmetics' CLIO debuted on the same pattern (45% / 0%). If AI names you daily but never cites your site, every one of those citations is going to a third party instead, and that third party, not you, is shaping how AI describes you.
For new entrants, the first job is the curation layer. Both beauty industries skew most toward curation content (skincare 34.4%, cosmetics 36.9%). The fastest path into AI answers for a challenger brand is not a homepage redesign: it is making sure enough comparison, recommendation, and "best of" posts that include you exist on external blogs, because that is the page AI opens first.
AI Visibility Weekly publishes every Monday. As of this week we track 123 Korean enterprise brands across 13 industries (390 prompts per week, 49,633 classified citations in W23) and pull out the single most meaningful pattern in how AI is talking about them. Week 01 gave the all-industry source distribution, Week 02 surfaced the curation concentration in credit cards, Week 03 framed the mention-citation gap in Korean telecom, Week 04 marked Banking's debut, Week 05 showed that the brands AI links back to are almost all financial, Week 06 showed how the runner-up source flips between finance and retail, and this Week 07 adds skincare and cosmetics and uses their debut to map the state of all 13 industries.
The newsletter is the digest, the blog is the analysis. Both are free, and they run alongside the public Enterprise AI Visibility Index where readers can find their own brand at any time.
The question to take into the week from Issue 07 is direct. If AI names your brand every day but never cites your site, who is collecting those citations right now?
Because AI builds beauty answers from third-party pages, not brand sites. The external blog is the #1 source in both skincare (37.7%) and cosmetics (35.0%), so even the most-mentioned brands (CLIO at 45% mention, Torriden at 29%) are cited on their own domains at 0%.
Two beauty verticals: skincare and cosmetics. They bring the index to 13 industries and 123 brands. Their most-mentioned brands debuted strong: cosmetics' CLIO at 45% and skincare's Torriden at 29%.
The external blog. It accounts for 38.2% of the 49,633 W23 citations and ranks #1 in 12 of the 13 industries we track. By content type, curation is the largest bucket at 31.4%.
Life insurance. There the brand's own official site is the top source at 28.9%, just ahead of external blogs at 28.1%, the only industry where a first-party source leads.
Three: Google AI Overviews (AIO), Naver AI Briefing (AIB), and ChatGPT. We run a fixed set of consumer-style prompts through all three every week and classify the URLs each surface returns by both domain type and content type.
Every Monday. The data now covers 123 Korean enterprise brands across 13 industries (390 prompts and 49,633 classified citations in W23). The latest snapshot covers W17 to W23.
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