Le Labo
When Nashville shoppers ask ChatGPT, Perplexity and Google AI Mode about skincare, none of the 30 answers names Le Labo. #49 of 66 local skincare shops; AI names Lemon Laine in 20.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Lemon Laine, 20 of 30
Asked on 29 October 2026Le Labo
- 5.0 · 23 Google reviews
- 2606 12th Ave S, Nashville, TN 37204
- Skincare
- lelabofragrances.com
More Google reviews than 28% of the skincare shops in Nashville. Yet AI names 20 other skincare shops here, Lemon Laine first, with 48 reviews.
What AI answers instead
A shopper asks ChatGPT: “best skincare shop in Nashville”. The answer names:
- Lemon Laine
- Private Edition Cosmetics
- The Cosmetic Market
- Complexion Nashville
Le Labo is not in it, or in any of the other 29 answers.
The 10 questions we asked
Each asked in ChatGPT, Perplexity and Google AI Mode. A tick: at least one answer to it names Le Labo or links its site.
- best skincare shop in Nashville
- where to buy natural skincare products in Nashville
- clean beauty store in Nashville
- Korean skincare store in Nashville
- local skincare brands in Nashville
- where to buy organic skincare in Nashville
- beauty boutique in Nashville with an online shop
- best place to buy a face serum in Nashville
- independent beauty store in Nashville
- which local skincare shop in Nashville do people recommend
What AI finds on lelabofragrances.com
A free check of the store's home page, robots.txt and llms.txt, on 3 November 2026. These are the signals AI assistants read first.
- Store details in structured dataName, address and hours in a form AI reads directly.
- Products in structured dataNo Product data on the home page: AI cannot see what the store sells or for how much.
- Ratings in structured dataNo rating or review data: AI leans on other sites to judge the store.
- Open to AI assistantsrobots.txt lets the AI crawlers in.
- llms.txtNo llms.txt: no short summary written for AI assistants.
- Secure site (HTTPS)Opens over HTTPS.
Stores like it that AI names
Close in Google rating and reviews.
- Neta's Natural Hair and Body Care Products1 of 30 · ★ 5.0 · 11 reviews
- Woo Skin Care & Cosmetics10 of 30 · ★ 4.9 · 33 reviews
- Botika Skincare3 of 30 · ★ 5.0 · 5 reviews
Nearby, in 37204
Other skincare shops with the same ZIP code.
- Ulta Beauty4 of 30 AI answers
- One10 Beauty House0 of 30 AI answers
- Winky Lux Store Nashville0 of 30 AI answers
- The Skin Angel Aesthetics0 of 30 AI answers
Is Le Labo yours?
The free scan asks the questions your shoppers ask, built from your own catalog, and shows who AI picks instead of you and what to fix. On a plan, 7BE does the work: product texts, feeds and reviews, checked every week.
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