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Ranked shortlist · 10 of 49 fast food restaurants
Best fast food restaurants in Karachi
The 10 most notable fast food restaurants in Karachi, 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
Royal Ice and Spice
Karachi
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.508, percentile 100 of 49
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2
Choakas foods
shop no 1,2 and 3، Royal Avenue Block 13-C، 13-c University Rd
220 m from Urdu College railway station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.485, percentile 97.92 of 49
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3
Tooso
25 Commercial Area Alamgir Rd, near Grappetite Chowrangi
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.456, percentile 95.83 of 49
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4
Mr Cone Food Centre
Khwaja Shamsuudin Azeemi Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.440, percentile 93.75 of 49
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5
Hammad Foods
Shop No 2 & 3 Plot No 485, National Highway Main Korangi Rd, opp. Shabbir Tiles Al Manzil Pump
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.372, percentile 91.67 of 49
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6
Burger O'Clock
listed by Meta and Overture Maps Foundation · record has a website and a phone · Overture confidence 0.98 · rank score 2.348, percentile 89.58 of 49
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7
Ice n Spice
757 m from North Nazimabad railway station, rail
listed by Meta and Overture Maps Foundation · record has a website and a phone · Overture confidence 0.97 · rank score 2.347, percentile 87.5 of 49
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8
Lakhpati Roll point
Muhammad Bin Qasim Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.325, percentile 85.42 of 49
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9
Bites 4 Delight
W47G+59H, Block 15 Gulistan-e-Johar, Karachi, Karachi City, Sindh, Pakistan
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.274, percentile 83.33 of 49
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10
Kaybees MACHS
Maulana Muhammad Ali, 8-F Ghazi Salahuddin Road
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.273, percentile 81.25 of 49
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).