Ranked shortlist · 10 of 113 personal care and beauty shops
Best personal care and beauty shops in Mexico City
The 10 most notable personal care and beauty shops in Mexico City, in rank order. The order is curation quality — how well attested and how complete each record is — not popularity, and no place on this list paid to be on it.
-
1
El Globo Bambalinas
Calle Gob. José Guadalupe Covarrubias 77
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.484, percentile 100 of 113
-
2
Lush México
Presidente Masaryk 250
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.456, percentile 99.11 of 113
-
3
Glowbox City shops del valle
Félix Cuevas 374
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.449, percentile 98.21 of 113
-
4
AMS Hair Boutique and Salon
Ámsterdam 303 Piso 1-Piso 1
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.436, percentile 97.32 of 113
-
5
Plaza Atarazanas
Talavera s/n Edificio PLAZA Y CENTRO COMERCIAL
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.435, percentile 96.43 of 113
-
6
Casa Franco Ermita
Calzada Ermita Iztapalapa 2955, Col Amplicacion San Miguel, Del Int. 57
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.424, percentile 95.54 of 113
-
7
Nissarana Belleza
Calle del Correo Mayor 18
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.410, percentile 94.64 of 113
-
8
Yves Rocher México
Francisco I. Madero 38
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.406, percentile 93.75 of 113
-
9
Xinú Perfumes
Alejandro Dumas 161
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.393, percentile 92.86 of 113
-
10
Perfumeria La Mora
Alhóndiga 27-Loc 1 F
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.392, percentile 91.96 of 113
How this list is made
Every place in this group was scored by the same model, with each term z-normalised inside the group and capped, so a famous chain cannot win by being famous everywhere. The weights, verbatim:
- attestation by independent providers
- +0.35
- record completeness (website, phone, address)
- +0.25
- Overture existence confidence
- +0.20
- Michelin designation (Wikidata, CC0)
- +0.40
- brand fame (Wikidata sitelinks)
- −0.15
- same-name chain collision
- −0.30
Curation quality, not popularity: how well attested and how complete a record is.
No licensable popularity signal; this ranks curation quality, not taste
Independent calibration: 533 Michelin-starred restaurants in the catalogue were checked against their own group. It is the only designation that covers more than one place, so the ranking is corroborated for restaurants and uncorroborated elsewhere — the manifest says so per run. The catalogue carries no rating, review count, price or opening hours, so this file has none.
Nobody paid for placement: no ads, no sponsored results, no ratings for sale.
Data: AllThePlaces (CC0-1.0), BrightQuery (CDLA-Permissive-2.0), DAC (CDLA-Permissive-2.0), Foursquare Open Source Places (Apache-2.0), Meta (CDLA-Permissive-2.0), Microsoft (CDLA-Permissive-2.0), Overture Maps Foundation (CDLA-Permissive-2.0), PinMeTo (CDLA-Permissive-2.0), RenderSEO (CDLA-Permissive-2.0).