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Ranked shortlist · 10 of 10 wellness services
Best wellness services in Patna
The 10 most notable wellness services in Patna, 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
Geetanjali Salon Patna
Genesis building, Boring Rd, above Malabar Gold and Diamonds, crossing, Bihar
416 m from Punai Chak Halt railway station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.351, percentile 100 of 10
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2
Ocean - Salon & Spa
Anisabad
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.247, percentile 88.89 of 10
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3
The Spa by Tattva Wellness Spa
No 876, Hotel Lemon Tree Premier, Exhibition Road
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.142, percentile 77.78 of 10
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4
Vedic
E-57, PC Colony Rd, near Malahi Pakdi Road
211 m from Malahi Pakri metro station, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.057, percentile 66.67 of 10
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5
Lakme Salon
No KP37, Shiv Shail Sneh Complex, 90 Feet Road, Bhabha Colony, Kankarbagh
445 m from Malahi Pakri metro station, metro
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.751, percentile 55.56 of 10
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6
Lakme Salon
Anand Nath Shiv Mandir, Colony More, Kankarbagh
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.669, percentile 44.44 of 10
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7
Jawed Habib Academy - Patna
Jawed Habib Academy, 1st Floor, 12 IAS Colony, Above FMEDEX, Beside Axis Bank, Opp S. K. Nagar Park, Kidwaipuri
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.95 · rank score 1.599, percentile 33.33 of 10
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8
Naturals Salon
2nd Floor, SS Tower, Khasmahal, Kankarbagh
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 1.563, percentile 22.22 of 10
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9
अमृता रानी गिफ्ट एवं श्रृंगार
(kushwaha chowk)Rajapakar,vaishali
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.93 · rank score 1.436, percentile 11.11 of 10
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10
Mantra Spa & Salon
E/57, 1st Floor, PC Colony, Near Malahi Pakri Chowk, Kankarbagh
740 m from Malahi Pakri metro station, metro
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.90 · rank score 1.185, 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).