Ranked shortlist · 10 of 66 beauty and personal care services
Best beauty and personal care services in Patna
The 10 most notable beauty and personal care 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.
-
1
Lakme Salon in Dakbunglow,Patna
Plot No 122, New Dak Bunglow Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.390, percentile 100 of 66
-
2
Lakme Salon in Patliputra Colony,Patna
No 140, C1 & C2
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.379, percentile 98.46 of 66
-
3
Naturals Maurya Path Patna
13 Bailey Road
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.365, percentile 96.92 of 66
-
4
Lakme Salon in Boring Road,Patna
Kumar Tower, 1st Floor, RR Plaza, Crossing Road, Boring Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.333, percentile 95.38 of 66
-
5
D'Elixir Unisex Salon and Spa
Patliputra Kurji Rd, next to Café Coffee Day
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.328, percentile 93.85 of 66
-
6
Beauty Island Bridal Makeup
V Mart, Boring Rd, next to Raj Tower, above Cheap & Best Super Market
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.296, percentile 92.31 of 66
-
7
Eye Turners
West Boring Canal Rd, Near Panchmukhi Mandir
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.291, percentile 90.77 of 66
-
8
Beauty Island Bridal Makeup Studio
Pillar No 29, Above Mufti Showroom, in front of Shiv Mandir
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.290, percentile 89.23 of 66
-
9
D'Opulence
P& M, 116, Mall Rd, opp. ITI
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.285, percentile 87.69 of 66
-
10
Barista Kankarbagh
Pc colony , kankarbagh opp - medanta hospital
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.268, percentile 86.15 of 66
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 calibration: 533 Michelin-starred restaurants in the catalogue were checked against their own group. It is the only designation that covers more than one place, so the ranking is corroborated for restaurants and uncorroborated elsewhere — the manifest says so per run. 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).