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Ranked shortlist · 10 of 16 beauty and personal care services
Best beauty and personal care services in Gwalior
The 10 most notable beauty and personal care services in Gwalior, 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
Central India Hair Lounge
Sanatan Dharam Mandir Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.301, percentile 100 of 16
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2
Central India Salon
4 Khedapati Road Phool Bagh, opposite Patrika Office
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.286, percentile 93.33 of 16
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3
Pearl Family Salon
K K Mansion
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.168, percentile 86.67 of 16
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4
Kaka's Unisex Salon
Near Ram Narayan Dharamshala, lashkar, Daulat Ganj Laskhar
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 1.984, percentile 80 of 16
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5
Sri Makeup and Beauty Academy
31, opposite Royal residency, behind golden palace hotel
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.906, percentile 73.33 of 16
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6
VLCC Gwalior
45A,GF City Centre, Opposite Airtel Office, Gwalior, Madhya Pradesh 474001
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 1.851, percentile 66.67 of 16
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7
Lakme Salon in City Centre,Gwalior
897, near ALLEN COACHING
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 1.00 · rank score 1.826, percentile 60 of 16
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8
SIX Seasons of ALICE
1st floor , radha rani complex , nearby thakur nursing home , madhav ganj thane , lashkar , gwl.
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.90 · rank score 1.791, percentile 53.33 of 16
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9
We care multi-specialty Hospital
NEAR MADHAV DISPENSARY- CLOSE TO JAIN CHATRAWAS M.K.PLAZA 1st FLOOR SHOP NO.115-116
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.90 · rank score 1.785, percentile 46.67 of 16
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10
Derma Care Clinics Gwalior
2nd floor, Parimal Complex, Chetakpuri circle, opposite Indian oil petrol pump
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.90 · rank score 1.783, percentile 40 of 16
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.
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).