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Ranked shortlist · 10 of 96 fast food restaurants
Best fast food restaurants in Chennai
The 10 most notable fast food restaurants in Chennai, 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
Subway VR Mall Chennai
F-32, Third Floor, 44, Pillaiyar Koil Street, 100 Feet Road
707 m from Thirumangalam metro station, metro
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.714, percentile 100 of 96
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2
Subway @ Lloyds Road, Gopalapuram
Subway, No: 220/352, Darshan Appartment, Lloyds Avenue Main Road
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.646, percentile 98.95 of 96
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3
Subway Anna Nagar
Q-91, 4th Main Road, Anna Nagar
715 m from Anna Nagar East metro station, metro
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.486, percentile 97.89 of 96
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4
King Sandwich
No: 26/27, Vellalar Street, Kodambakkam
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.483, percentile 96.84 of 96
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5
Sea Shell Restaurant
55 Ali Towers, Ground Floor, Greams Road
380 m from Thousand Lights metro station, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.440, percentile 95.79 of 96
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6
Classic Rider Cafe
Amsaveni Complex, 6th St
630 m from Anna Nagar East metro station, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.439, percentile 94.74 of 96
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7
Shree Vada Pav
Police Station, 27, Ramanan Rd, opposite to C-2
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.437, percentile 93.68 of 96
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8
Superstar Pizza, Anna Nagar - Chennai
39 Anna Nagar VI Avenue
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.413, percentile 92.63 of 96
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9
Bistro 1427
137 Sitaraman Nagar Main Road, Velachery
587 m from Velachery railway station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.334, percentile 91.58 of 96
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10
Little Hut Family Fast Food
No. AD 75, 76, 4th Ave
334 m from Anna Nagar Tower metro station, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 2.268, percentile 90.53 of 96
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).