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Ranked shortlist · 10 of 49 gas stations
Best gas stations in Madurai
The 10 most notable gas stations in Madurai, 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
IndianOil - Avanivapuram
Ground Floor, Melur Main Rd, Kodikulam, NH 45B, Avanivapuram
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 3.414, percentile 100 of 49
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2
Shell
Trichy - Madurai Hwy, Madurai East Taluk
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.708, percentile 97.92 of 49
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3
Indian Oil Petrol Pump
Madurai - Tenkasi Main Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.90 · rank score 2.594, percentile 95.83 of 49
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4
IndianOil
Ground Floor, Tk
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.90 · rank score 2.430, percentile 93.75 of 49
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5
Indianoil
Ground Floor, Milakaranai
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.278, percentile 91.67 of 49
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6
Indianoil
PB No 76, Southern Railway Colony
301 m from Madurai Junction railway station, rail
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.278, percentile 89.58 of 49
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7
Indianoil
No 124 & 1008
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.250, percentile 87.5 of 49
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8
Indianoil
S No 176/8, Near Ram ki West Management Factory
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.212, percentile 85.42 of 49
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9
Indianoil
New Jail Road, Ground Floor
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.095, percentile 83.33 of 49
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10
Indianoil
No 348/1E, Lock No 77, Koodalnagar Rd
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 2.013, 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).