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Ranked shortlist · 10 of 18 fast food restaurants

Best fast food restaurants in Guangzhou

The 10 most notable fast food restaurants in Guangzhou, 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.

  1. 1

    麦当劳

    天河南直街

    145 m from Tiyu Xilu station, metro

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.432, percentile 100 of 18

  2. 2

    McDonald's 麦当劳

    广州南车站高架夹层及出站餐饮店及餐饮配送站

    53 m from Guangzhou South Railway Station, metro

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.184, percentile 94.12 of 18

  3. 3

    麦当劳

    市桥繁华路90号繁华盛世商业城

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.158, percentile 88.24 of 18

  4. 4

    麦当劳

    宝华路133号恒宝广场

    380 m from Hualinsi Buddhist Temple Station, metro

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.127, percentile 82.35 of 18

  5. 5

    麦当劳

    新港西路68号富景花园

    204 m from Sun Yat-sen University South Gate station, metro

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.113, percentile 76.47 of 18

  6. 6

    麦当劳

    中山八路73号琼州酒店

    582 m from Zhongshanba station, metro

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.070, percentile 70.59 of 18

  7. 7

    麦当劳

    建设六马路

    234 m from Taojin station, metro

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 2.065, percentile 64.71 of 18

  8. 8

    McDonald's 麦当劳

    中泰广场首层

    162 m from Guangzhoudong Railway Station, rail

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 1.986, percentile 58.82 of 18

  9. 9

    McDonald's 麦当劳

    上渡路123号之4

    582 m from Lujiang station, metro

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.90 · rank score 1.923, percentile 52.94 of 18

  10. 10

    Burger King 汉堡王

    Terminal 2

    505 m from Baiyun Airport North railway station, rail

    listed by Meta and Overture Maps Foundation · record has a website and an address · Overture confidence 0.92 · rank score 1.847, percentile 47.06 of 18

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).