Walgreens
When Chicago shoppers ask ChatGPT, Perplexity and Google AI Mode about skincare, none of the 30 answers names Walgreens. #21 of 49 local skincare shops; AI names Scratch Goods in 14.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Scratch Goods, 14 of 30
Asked on 29 October 2026Walgreens
- 3.8 · 251 Google reviews
- 151 N State St Fl 1st, Chicago, IL 60601 · 4 locations
- Skincare
- walgreens.com
More Google reviews than 73% of the skincare shops in Chicago. Yet AI names 17 other skincare shops here, Scratch Goods first, with 102 reviews.
What AI answers instead
A shopper asks ChatGPT: “best skincare shop in Chicago”. The answer names:
- Choc Choc
- Over N Over Beauty
- Osaka Ebisu
- Yamato Beauty
Walgreens 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 Walgreens or links its site.
- best skincare shop in Chicago
- where to buy natural skincare products in Chicago
- clean beauty store in Chicago
- Korean skincare store in Chicago
- local skincare brands in Chicago
- where to buy organic skincare in Chicago
- beauty boutique in Chicago with an online shop
- best place to buy a face serum in Chicago
- independent beauty store in Chicago
- which local skincare shop in Chicago do people recommend
What AI finds on walgreens.com
Its home page, robots.txt and llms.txt, checked on 3 November 2026: what AI assistants read first.
- Store details in structured dataNo Organization or LocalBusiness data on the home page: AI has to guess who and where the store is.
- 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.
- Ulta Beauty3 of 30 · ★ 4.1 · 765 reviews
- Credo Beauty8 of 30 · ★ 4.3 · 79 reviews
- Choc Choc9 of 30 · ★ 4.9 · 325 reviews
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