Ranked shortlist · 10 of 123 book, music and video shops
Best book, music and video shops in Jacksonville
The 10 most notable book, music and video shops in Jacksonville, 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
DJ's Record Shop
2999 Edison Ave
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.555, percentile 100 of 123
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2
Cowabunga Comics
406 Walnut St
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.554, percentile 99.18 of 123
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3
Cool Stuff Games - Jacksonville
8595 Beach Blvd Ste 326
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.552, percentile 98.36 of 123
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4
Paxon Discount Christian Books
7010 Normandy Blvd #6206
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.551, percentile 97.54 of 123
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5
Florida School Book Depository
1125 Ellis Rd N
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.536, percentile 96.72 of 123
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6
The Literary Lounge
1080 Edgewood Ave S Ste 5
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.492, percentile 95.9 of 123
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7
Video Game Rescue
2415 Blanding Blvd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.492, percentile 95.08 of 123
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8
Cafe Resistance Bookstore & Coffee Shop
5007 Soutel Dr
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.492, percentile 94.26 of 123
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9
Happy Medium Books Café
2724 Park St
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.492, percentile 93.44 of 123
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10
Coliseum Of Comics Arlington
9344 Atlantic Blvd
listed by BrightQuery and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.492, percentile 92.62 of 123
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).