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Ranked shortlist · 10 of 12 wellness services
Best wellness services in Ludhiana
The 10 most notable wellness services in Ludhiana, 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
Red Coral Spa
SCO 18, First Floor, Sector 32, Chandigarh Road, Above More Mega Store, Near Ludhiana
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.210, percentile 100 of 12
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2
VLCC School Of Beauty
Building No 558L, Third & Fourth Floor, Mint Gumri Road, Pritam Nagar, Opposite Gaba Dental Clinic
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.053, percentile 90.91 of 12
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3
Nourish Diet Clinic, Ludhiana
8-F
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.99 · rank score 1.997, percentile 81.82 of 12
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4
Yogasutra Spa
3RD FLOOR, 61-62, Canal Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 1.960, percentile 72.73 of 12
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5
Red Orchid Spa
3373/1, Ground Floor, Next to Ansal Plaza Mall, Gurdev Nagar, Ferozpur Road
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.946, percentile 63.64 of 12
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6
The American Esthetics
Flat 26, Ground Floor, PINK FLATS SANT ISHER SINGH NAGAR, NEAR PARK PLAZA HOTEL, OPP IMPERIAL HOTEL, Sant Ishar Singh Nagar, 141002, Shaheed Bhagat Singh Nagar
640 m from Modelgram railway station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.90 · rank score 1.913, percentile 54.55 of 12
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7
RichFeel Trichology Center
First Floor, 6-E-2, Sarabha Nagar, Opp. PVR Flames, Malhar Road, E-Block
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 1.835, percentile 45.45 of 12
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8
VLCC School Of Beauty
Sawan Tower,Above Punjab National Bank,Infront Of Town Hall,G T Road, Phagwara
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 1.760, percentile 36.36 of 12
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9
RGHC No. 1 Healthcare Centre
Block-A corner building, 180-A, Civil Lines
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.95 · rank score 1.731, percentile 27.27 of 12
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10
The Grand Thai Spa - Best Spa Centre | Best Thai Massage in Ludhiana
the grand thai spa, Main Hambran Rd, opp. fire brigade office
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.91 · rank score 1.450, percentile 18.18 of 12
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).