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Ranked shortlist · 10 of 18 personal care and beauty shops

Best personal care and beauty shops in Puebla

The 10 most notable personal care and beauty shops in Puebla, 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. 1

    qbexa nails Puebla

    Río Pánuco 5102

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.446, percentile 100 of 18

  2. 2

    Sol Beauty and Care Puebla

    Plaza Kentro, Atlixcáyotl 3432-1er Piso Local 106

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.279, percentile 94.12 of 18

  3. 3

    Blue Laser

    High Riona Plaza, Atlixcáyotl 5415

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.274, percentile 88.24 of 18

  4. 4

    The Glam studio AQ

    Calle 5 Nte. 9401 72200

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 2.228, percentile 82.35 of 18

  5. 5

    El Pequeño Gigante

    5 de Mayo 1406

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 2.144, percentile 76.47 of 18

  6. 6

    Distribuidora IA

    Calle Río Papagayo No. 5526 A

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.016, percentile 70.59 of 18

  7. 7

    Distribuidora Luva

    Av. Reforma 3905

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.920, percentile 64.71 of 18

  8. 8

    Cosmeticos Los Angeles

    Prolongacion de la Calle 5 Norte 9402

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 1.888, percentile 58.82 of 18

  9. 9

    4u Girly Tienda

    Av. Miguel Hidalgo 114 - C

    listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.96 · rank score 1.751, percentile 52.94 of 18

  10. 10

    Perfumería Michelett

    Av. Reforma

    listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.95 · rank score 1.674, percentile 47.06 of 18

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).