Ranked shortlist · 10 of 12 personal care and beauty shops
Best personal care and beauty shops in Mexicali
The 10 most notable personal care and beauty shops in Mexicali, 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.
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1
Kisha Beauty Supply
Blvd. Lázaro Cárdenas 998
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 2.177, percentile 100 of 12
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2
Hair Hunters Co
Plaza Carranza, Boulevard Lázaro Cárdenas 2000
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.109, percentile 90.91 of 12
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3
Etheria Beauty Headquarters
1403 Orchard Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.103, percentile 81.82 of 12
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4
Healthy Shop Mxli
Calz de los Monarcas 1200
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 1.988, percentile 72.73 of 12
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5
Beauty Style Depot
Av. Misión viejo #2406, Casa, Av. Mision Viejo #2406
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.90 · rank score 1.964, percentile 63.64 of 12
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6
Guapísima Tienda de Belleza y Boutique
Gral. Santiago Vidaurri 432
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.96 · rank score 1.902, percentile 54.55 of 12
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7
120 Grados Colectivo
Calz. Cetys 2681-13
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.93 · rank score 1.713, percentile 45.45 of 12
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8
Dkarlo Cosmetics Mexicali
Calz. Cuauhtémoc 980
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.93 · rank score 1.707, percentile 36.36 of 12
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9
Perfumes 4u
888 W 2nd St Ste I-260
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 1.701, percentile 27.27 of 12
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10
Paloma Querida
C. Río Sonora 616
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.92 · rank score 1.622, percentile 18.18 of 12
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 check: 5,951 places listed in Wikivoyage (CC BY-SA 4.0; validation only, never published or scored) were matched to our records by name within 250 m. Across the 5,651 that fall in groups of at least 10, the median matched place sits at percentile 73 and 24.2% are in the top decile, against 10% by chance; five families have enough anchors to report (arts, food and drink, lodging, shopping, sport), while health care (5), lifestyle services (17), travel (26) have too few and are not validated. A match needs both the guide and the catalogue to name the same place, which favours well-attested places — a term this rank itself rewards — so these are lower bounds; Michelin's 528 in-group anchors have a median percentile of 100, but that is partly circular: across the Wikivoyage matches, the 17 that also carry the designation term this rank scores sit at 99.93, against 72.55 for the 5,934 without it.
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).