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Ranked shortlist · 10 of 15 fast food restaurants
Best fast food restaurants in Patna
The 10 most notable fast food restaurants in Patna, 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
Impression Hotel, Banquets & Restaurant
Beside Indian Oil Petrol Pump, Saguna Khagaul Main Road Danapur
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.367, percentile 100 of 15
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2
KFC
RG Complex, Bihar Veterinary College, Bailey Rd, opposite Keshava Palace
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.050, percentile 92.86 of 15
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3
KFC
Regent Theatre, E Gandhi Maidan Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.050, percentile 85.71 of 15
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4
KFC
No 367, Ground Floor, Radhey Shree Patna, Kangkar Bagh Road
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.050, percentile 78.57 of 15
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5
KFC
NH139
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.049, percentile 71.43 of 15
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6
KFC
Ground Floor, DS Business Park, Bailey Rd, near Saguna More
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.043, percentile 64.29 of 15
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7
KFC
Shop No A, Metro Mall Rajapull Chouraha, Boring Road
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.020, percentile 57.14 of 15
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8
McDonald's
Ground Floor, The Premere Square, Gandhi Maidan Rd, near Mona Cinemas
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 1.928, percentile 50 of 15
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9
Pizza Hut
Shop No 18, 19, 20, Exhibition Rd, Gandhi Maidan, Golambar
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.792, percentile 42.86 of 15
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10
Burger King
No Ccpt B0116, City Centre Mall, Christian Colony, Lodipur
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.786, percentile 35.71 of 15
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).