Every city › Gqeberha › fast food restaurants
Ranked shortlist · 10 of 43 fast food restaurants
Best fast food restaurants in Gqeberha
The 10 most notable fast food restaurants in Gqeberha, 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
Kfc Walker Drive
Shop 2and3, Walker Drive Shopping Centre
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.489, percentile 100 of 43
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2
Kfc Albany Road
57 Cape Road, Central
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.489, percentile 97.62 of 43
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3
Wimpy Walmer Park
Shop 48, Walmer Park Shopping Centre, Main Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.487, percentile 95.24 of 43
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4
Kfc Cleary Park
Shop 1A, Cleary Park Shopping Centre, Corner Stanford and Norman Middleton Road, Bethelsdorp
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.473, percentile 92.86 of 43
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5
Steers Total Summerstrand
TotalEnergies Summerstrand, 10 Admiralty Way
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.439, percentile 90.48 of 43
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6
Wimpy Boardwalk Mall
Shop 46, Boardwalk Mall, Marine Dr
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.416, percentile 88.1 of 43
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7
De Kelder
9 Beach Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.302, percentile 85.71 of 43
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8
Spykos Fast Foods
7 Rink St
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.187, percentile 83.33 of 43
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9
Wimpy SA
Shop 7B, Moffett Retail Park, William Moffett Expressway
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.157, percentile 80.95 of 43
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10
Wimpy SA
Chief Dawid Stuurman International Airport - Landside Terminal Building, Allister Miller Drive, Walmer
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.156, percentile 78.57 of 43
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).