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Ranked shortlist · 10 of 16 food and drink shops
Best food and drink shops in Madurai
The 10 most notable food and drink shops in Madurai, 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
Reliance Smart
Reliance Smart, No. 7 C,Rathina Samy Nadar Road, Bi Bi Kulam Rd, opp. Income Tax Office
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.240, percentile 100 of 16
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2
Nutrishop KK Nagar Madurai
151, Alwaris Avenue, East 5th street, K K Nagar
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.239, percentile 93.33 of 16
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3
Rajlaxmi Kirana Stores
back side, Thirumalai Nayakkar Palace, 90/36, Navabathkana St, nr. Mahal 3rd Street
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.193, percentile 86.67 of 16
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4
Ruby Food Products Private Limited | Beverage | Fruit Drinks | Flavoured Milk
AS 2, Industrial Estate, K.Pudur
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 2.172, percentile 80 of 16
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5
Rm Promoters
184/2, KPS Arcade, 3rd Floor, By-Pass Road, Ponmeni
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.058, percentile 73.33 of 16
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6
Reliance Fresh
Sathyasai Nagar Main Road
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 1.955, percentile 66.67 of 16
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7
Garuda Super Market
3/2, Polytechnic Ln
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.912, percentile 60 of 16
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8
Reliance Fresh
45 A Park Street, Rajaji
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 1.860, percentile 53.33 of 16
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9
HAP daily
8/2, TPK Road Palanganatham
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 1.808, percentile 46.67 of 16
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10
Naturals Salon
1st Street, Sathamangalam, Anna Nagar
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.672, percentile 40 of 16
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).