Every city › León de los Aldama › shopping
Ranked shortlist · 10 of 28 shopping
Best shopping in León de los Aldama
The 10 most notable shopping in León de los Aldama, 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
Chunches
Blvd. Adolfo López Mateos 2001
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.407, percentile 100 of 28
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2
La Luz Proveeduría
Blvd. la Luz 162 Edificio MERCADO PUBLICO
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.365, percentile 96.3 of 28
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3
KOWI Tienda
Av. Panorama 218
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.251, percentile 92.59 of 28
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4
Guermar Racks
Torre De Ardoz 233 1
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 2.216, percentile 88.89 of 28
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5
Tupperware Brands Ventas ARAISA
Blvrd Venustiano Carranza 518
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 2.173, percentile 85.19 of 28
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6
Mercado de Granjeros
listed by Meta and Overture Maps Foundation · record has a phone · Overture confidence 0.99 · rank score 2.063, percentile 81.48 of 28
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7
PAPELERÍA Y MOTOPARTES CYBERPAPE Villas de San Nicolás I
Beato Ezequiel Huerta Gutiérrez #134, Villas de San Nicolás I
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.98 · rank score 2.027, percentile 77.78 of 28
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8
Papeleria Rosi
CALLE MARIA DEL CARMEN 206
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.012, percentile 74.07 of 28
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9
Cuatro Milpas
Av. El Rosario 220A
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.98 · rank score 1.988, percentile 70.37 of 28
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10
Papelería ALFA León
papeleriasalfa@gmail.com, Antiguo Camino a los Naranjos 109A
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.97 · rank score 1.931, percentile 66.67 of 28
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).