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Ranked shortlist · 10 of 21 beauty and personal care services
Best beauty and personal care services in Agra
The 10 most notable beauty and personal care services in Agra, 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 Agra
Shop No. 1, Lords INN PL Place, Mahatma Gandhi Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.479, percentile 100 of 21
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2
Lakme Salon in MG Road,Agra
First Floor, Raghu Complex, Church Lane Crossing, Mahatma Gandhi Rd, opposite Sur Sadan
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.474, percentile 95 of 21
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3
Navkeya Skin Clinic - Best Skin & Hair Specialist In Agra | Best Skin & Hair Care Clinic | Laser Hair Reduction
1/192, B. M. Sarkar Road
674 m from Raja ki Mandi 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 2.267, percentile 90 of 21
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4
Sakhi Beauty Parlour
Near Dr. N.C. Sharma U.P, Circular Rd
484 m from Hathras City railway station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.179, percentile 85 of 21
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5
VSR HAIR Solution
581/3, sector 3, Awas vIkas colony, Near Hotel Gwal palace
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.059, percentile 80 of 21
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6
Glam Studios MG Road
3/280, Hotel Moti Palace, Dhakran Crossing
694 m from Idgah railway station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.042, percentile 75 of 21
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7
Looks Salon - salon in Agra
Shop No-9, Shanti City Centre, Bhagirathi Devi Marg
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 2.040, percentile 70 of 21
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8
Lakme Academy Agra
89
734 m from Bilochpura Agra railway station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.018, percentile 65 of 21
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9
Luxuria Wellness
B-2/1 New Raja Mandi, Colony, near Canara Bank
406 m from Raja ki Mandi railway station, rail
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 1.964, percentile 60 of 21
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10
KSC cosmetic clinic
9
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 1.879, percentile 55 of 21
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).