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AI visibility library
Which stores and brands the AI recommends when you shop
The stores and products Google AI Mode and ChatGPT show in shopping answers. Organic, not ads. Since January 2026.
Different stores
291
Stores per answer
4.2
AI that shows most
ChatGPT
Median price
MX$ 425
How it looks · real products the AI recommended in Mexico
The product cards as they appeared in the answer. The question is never shown.
ChatGPTOlaplex No. 8 Bond Intense Mask
MXN 290
4.9★★★★★(19)
ChatGPTL'Oréal Professionnel Absolut Repair Molecular Mascarilla
MXN 729
4.7★★★★★(3,900)
Amazon MX
ChatGPTKérastase Masque Thérapiste
MXN 836
4.7★★★★★(6,300)
ChatGPTClinique Beyond Perfecting Base + Corrector
$949
4.2★★★★★(24,000)BLBlush-Bar México
ChatGPTNYX Fat Cheeks Rubor Líquido
$134
4.7★★★★★(2,800)Amazon MX
ChatGPTL.A. Girl HD Pro Conceal
$160
4.5★★★★★(43,000)SASally Beauty MX
🔒 Account only · ChatGPT
🔒 Account only · ChatGPT
🔒 Account only · ChatGPT
Share of shelf · stores · Mexico
Out of every 100 products the AI recommends, which store sells them.
Amazon MX
16%
Mercado Libre
6.9%
Liverpool
4.7%
Farmacias Del Ahorro
3.2%
Soriana.com
2.8%
Sephora.com.mx
2.7%
SA
Sally Beauty MX
2.3%
mercadolibre.com.mx
2%
All other stores
59.4%
Share of shelf · product brands · Mexico
Out of every 100 products recommended, which brand they are.
CeraVe6.2%
La Roche-Posay4.8%
Maybelline4%
adidas1.7%
Eucerin1.7%
Cetaphil1.6%
Neutrogena1.6%
New Balance1.5%
Bioderma1.4%
Sephora1.4%
Stores recommended per answer · Mexico
Now: 3.3
Same questions (fair growth) All questions (raw)
Month after month we compare only the questions that ran in both months, so adding new questions does not move the curve. The dashed line is the plain average.
Most recommended stores · Mexico
1Amazon MX★ 4.616 %
Amazon MX★ 4.616 %2
Mercado Libre★ 4.56.9 %
3
Liverpool★ 4.54.7 %
4
Farmacias Del Ahorro★ 4.73.2 %
5
Soriana.com★ 4.62.8 %
62.7 %
72.3 %
82 %
91.5 %
101.4 %
Share: out of every 100 stores recommended, how many are that one.
Which AI shows them
ChatGPT 80.6%Google AI Mode 19.2%Perplexity 0.3%
ChatGPT: 4.3 per answer · Google AI Mode: 3.8 per answer · Perplexity: 8 per answer
Product brands recommended
CeraVe 6.2%La Roche-Posay 4.8%Maybelline 4%adidas 1.7%Eucerin 1.7%Cetaphil 1.6%Neutrogena 1.6%New Balance 1.5%
By industry › subcategory of the business asking
›Retail73.1%
Retail Health and Personal Care Products47.8%
Retail Apparel and Fashion25.2%
Online and Mail Order Retail0.1%
›Cosmetics12.4%
Skincare12.4%
›Dermatology9.3%
Dermocosmetics9.3%
›Technology, Information and Media1.9%
Software Development1.9%
›Wholesale1.2%
Wholesale Food and Beverage1.2%
›Manufacturing1%
Personal Care Product Manufacturing0.6%
Distilleries0.4%
›Entertainment Providers0.6%
Wellness and Fitness Services0.6%
›Other0.3%
Other0.3%
›Professional Services0.1%
Marketing Services0.1%
›Hospitals and Health Care0.1%
Dentists0.1%
Share of everything seen, by the industry of the business asking (LinkedIn classification). Tap an industry for its subcategories.
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