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Ranked shortlist · 10 of 411 food and drink shops
Best food and drink shops in Fortaleza
The 10 most notable food and drink shops in Fortaleza, 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
Supermercado Guara - Parangaba
Av. Dr. Silas Munguba, 643
609 m from Parangaba, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.420, percentile 100 of 411
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2
Supermercado Guara Le Petit
Av. Almirante Barroso, 435
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.420, percentile 99.76 of 411
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3
GBarbosa Presidente Kennedy
Av. Gov. Parsifal Barroso, 600
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.420, percentile 99.51 of 411
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4
SNF Suplementos Aldeota
Av. Antônio Sales, 3110
352 m from Antônio Sales, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.416, percentile 99.27 of 411
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5
Frangolândia Supermercado Monte Castelo
R. Padre Anchieta, 581
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.415, percentile 99.02 of 411
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6
GBarbosa W. Soares
Av. Washington Soares, 1779
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.413, percentile 98.78 of 411
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7
Cometa Supermercados - Vila Velha
R. Pedro Sampaio, 778
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.408, percentile 98.54 of 411
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8
Frangolândia Supermercado Cocó
Av. Antônio Sales, 3700
350 m from Antônio Sales, metro
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 98.29 of 411
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9
Frangolandia Supermercado Maraponga
Av. Godofredo Maciel, 2540
474 m from Manuel Sátiro, metro
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 98.05 of 411
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10
Frangolandia Supermercado
Av. Bernardo Manuel, 8314
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.405, percentile 97.8 of 411
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.
Station locations from Wikidata (CC0-1.0). Nearest station, not service: no frequency, timetable or departures.
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).