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Ranked shortlist · 10 of 12 shopping

Best shopping in Bogor

The 10 most notable shopping in Bogor, 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

    Transmart Carrefour Bogor Yasmin

    RT.05/RW.04, Cibadak, Tanah Sereal, Bogor City, West Java 16166

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 1.356, percentile 100 of 12

  2. 2

    Jaya Keramik Karadenan

    Jalan Raya Pemda Kedung Halang 3

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.214, percentile 90.91 of 12

  3. 3

    Toko Raden Saleh

    Jl. Pahlawan No.9, RT.02/RW.06

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.209, percentile 81.82 of 12

  4. 4

    Blok F Trade Center

    Pasar Kebon Kembang Jl. Dewi Sartika. Cibogor, Kecamatan Bogor Tengah

    180 m from Bogor 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 1.186, percentile 72.73 of 12

  5. 5

    Alfamart Taman Cimanggu

    JL TAMAN CIMANGGU TENGAH DS. KEDUNGWARINGIN BOJONGGEDE BOGOR

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.146, percentile 63.64 of 12

  6. 6

    AtaroFlash Art Communication

    Jl. Letjen Ibrahim Adjie No.213, RT.06/RW.03

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 0.968, percentile 54.55 of 12

  7. 7

    Toko Rumman Herbal

    Jalan Empang 2 15

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 0.938, percentile 45.45 of 12

  8. 8

    Obot Berkah Farm

    Jalan Nusa Indah 4

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 0.918, percentile 36.36 of 12

  9. 9

    BozzFoods

    Graha Pena Bogor, Jl KHR Abdullah Bin Nuh Jl. Ring Road Taman Yasmin No.30, RT.02/RW.03

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 0.906, percentile 27.27 of 12

  10. 10

    rapiflorist

    Jalan Raya Cifor 2

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 0.874, percentile 18.18 of 12

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).