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Ranked shortlist · 10 of 11 beauty and personal care services

Best beauty and personal care services in Dammam

The 10 most notable beauty and personal care services in Dammam, 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. 1

    Beauty Lane Salon

    6168 King Abdulaziz Rd, 3376

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.636, percentile 100 of 11

  2. 2

    صالون البصمة المغربية

    Makkah Street Eastern Region, Saihat

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.477, percentile 90 of 11

  3. 3

    Central Care

    Firas Ibn Al Nudur St

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.91 · rank score 2.030, percentile 80 of 11

  4. 4

    Jolie Dame Ladies Beauty Center

    8429 Makkah Al Mukarramah St، 8411

    listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.95 · rank score 1.900, percentile 70 of 11

  5. 5

    N.Lashes

    The Ladies Blvd - Al Rashed Mall

    listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.94 · rank score 1.821, percentile 60 of 11

  6. 6

    NYX Professional Makeup

    Al Othaim Mall, Prince Mohammed Bin Fahd Branch Rd, Al Shifa

    listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.711, percentile 50 of 11

  7. 7

    Glow Care

    8103 عثمان بن عفان

    listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.93 · rank score 1.705, percentile 40 of 11

  8. 8

    Beauty Box

    6819 طريق الامير محمد بن فهد الفرعي، القصور، 3162،،

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 1.560, percentile 30 of 11

  9. 9

    Glow Beauty Salon

    Al Quds St

    listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.94 · rank score 1.548, percentile 20 of 11

  10. 10

    Millennium Center

    7264 11 ج, 2648

    listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.91 · rank score 1.313, percentile 10 of 11

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).