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Ranked shortlist · 10 of 280 fast food restaurants
Best fast food restaurants in Mumbai
The 10 most notable fast food restaurants in Mumbai, 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
Pizza Express Andheri
Ground Floor Veera Desai Road, Ground Floor, Crystal Paradise, Andheri West
485 m from Andheri West, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.487, percentile 100 of 280
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2
Amar Juice Centre
Shop Numner 1, R.N. Cooper Hospital Compound, 3, Gulmohar Rd, beside Cooper Hospital
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.471, percentile 99.64 of 280
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3
Geeta Fast Food Pure Veg
007, Maruti Darshan Society Opp IIT Bombay Main Gate, Jogeshwari - Vikhroli Link Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.467, percentile 99.28 of 280
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4
JumboKing
Shop No.2, Latif BLDG, 3rd Road, Opp Khar Railway Station, Khar West
63 m from Khar Road railway station, rail
listed by Overture Maps Foundation and PinMeTo · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.464, percentile 98.92 of 280
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5
Subway Korum Thane
3rd Floor, Mangal, Shahid Mangal Pandey Road
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.447, percentile 98.57 of 280
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6
Ministry of Shawarma
Shop No-D-16 Ground Floor, Kanakia Sevens
527 m from Marol Naka metro station, metro
listed by DAC and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.431, percentile 98.21 of 280
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7
Ministry of Shawarma
Plot no 1, Shop No 2
784 m from Airoli railway station, rail
listed by DAC and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.431, percentile 97.85 of 280
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8
Ministry of Shawarma
Shop no 2, Ground floor
listed by DAC and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.431, percentile 97.49 of 280
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9
Ministry of Shawarma
Shop no 1, Shivam Bunglow
listed by DAC and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.431, percentile 97.13 of 280
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10
Subway Andheri West
5A, Mayfair Merdian, Ceaser Road, Next to St. Blaise Church, Andheri (W)
706 m from Azad Nagar metro station, metro
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.425, percentile 96.77 of 280
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).