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Ranked shortlist · 10 of 10 car repair and service shops
Best car repair and service shops in Abidjan
The 10 most notable car repair and service shops in Abidjan, 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
Pneumatique Express
Treichville avenue 16, Rue 19
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.287, percentile 100 of 10
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2
CACOMIAF
Grand Carrefour de Treichville Boulevard Valéry Giscard d'Estaing, 01 BP 1317 ABIDJAN 01
417 m from Gare ferroviaire Treichville, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.159, percentile 88.89 of 10
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3
Clim Auto Grand Carrefour de Marcory
Grand carrefour de Marcory BD Valéry Giscard D'Estaing, 18 BP 436
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.001, percentile 77.78 of 10
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4
Midas
Rue Paul Langevin
listed by DAC and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 1.796, percentile 66.67 of 10
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5
Midas
Rue Des Cheveaux
listed by DAC and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 1.796, percentile 55.56 of 10
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6
Midas
Boulevard Latrille
listed by DAC and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 1.796, percentile 44.44 of 10
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7
Midas
Rue Du Chevalier De Clieu
listed by DAC and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 1.796, percentile 33.33 of 10
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8
Midas
Rue D28 Riviera Golf
listed by DAC and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 1.796, percentile 22.22 of 10
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9
Complexe Auto Moubarak
yopougon saguidiba en face de l'hôtel assanvon
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.91 · rank score 1.296, percentile 11.11 of 10
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10
Espace Sikewa
https://maps.app.goo.gl/9dbWiAjJYHcLaTQg9?g_st=iw
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.91 · rank score 1.278, percentile 0 of 10
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).