{ "population": "Websites of U.S. pool service / pool cleaning / pool building / pool supply businesses mapped in OpenStreetMap (shop~pool|swimming, craft~pool|swimming, office~pool|swimming with a website/contact:website tag; public pools, hotels, HOAs, billiards, swimwear and swim lessons excluded; directory/social hosts dropped), one row per registrable host; random.Random(20261102).sample(frame rows sorted by host, 400); homepage read once in headless Chromium on 2026-11-02 UTC", "frame_counts": { "osm_elements_returned": 510, "osm_all_pool_features_any_website": null, "raw_tag_values": { "shop=swimming_pool": 490, "shop=pool": 4, "shop=swimming_pool;craft=landscaper": 1, "shop=swimming_pool;craft=swimming_pool_cleaning": 1, "craft=pool_cleaner": 1, "craft=pool_construction;office=construction_company": 1, "craft=swimming_pool": 1, "craft=pool_construction": 1, "craft=pool_cleaning": 1, "craft=pool_builder": 1, "craft=pool_maintenance;office=company": 1, "shop=pools": 1, "shop=swimming_pool;furniture": 1, "shop=swimming_pool;outdoor": 1, "shop=swimming_pool;office=yes": 1, "shop=swimming_pool;fireplace": 1, "shop=fireplace;swimming_pool": 1, "craft=pool_installation": 1 }, "records_out_of_scope": 1, "records_out_of_scope_by_reason": { "public / recreational swimming facility": 1 }, "records_on_government_or_education_hosts": 0, "records_with_usable_website": 509, "records_on_aggregator_hosts": 160, "aggregator_hosts": 6, "records_on_practice_hosts": 349, "frame_hosts": 324, "hosts_shared_by_2plus_records": 19, "records_collapsed_into_shared_hosts": 25, "frame_hosts_with_state_tag": 285 }, "aggregator_dropped": { "lesliespool.com": 88, "pinchapenny.com": 66, "namcopool.com": 2, "scppool.com": 2, "arcticspas.com": 1, "hotspring.com": 1 }, "sample_seed": 20261102, "sample_n": 324, "crawl_date": "2026-11-02", "results": { "readable": 154, "error": 27, "blocked": 10, "not_a_pool_site": 130, "robots_disallowed": 3 }, "not_readable": [ { "host": "accentpooldesign.com", "result": "error", "status": null, "robots_http": null, "reason": "DNS not resolved" }, { "host": "acepoolservicesandiego.com", "result": "error", "status": null, "robots_http": null, "reason": "DNS not resolved" }, { "host": "adamspoolsac.com", "result": "blocked", "status": 403, "robots_http": 200, "reason": "bot wall / HTTP 403" }, { "host": "africansunspoolsaz.com", "result": "error", "status": null, "robots_http": null, "reason": "DNS not resolved" }, { "host": "ajpoolsspas.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "allenpools-spas.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "allseasonsspaandstove.com", "result": 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"not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "amgsales.net", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "anthonysylvan.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "aquabluepoolsar.com", "result": "error", "status": null, "robots_http": null, "reason": "DNS not resolved" }, { "host": "aquagon.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "pool-supply distributor (Heritage Pool Supply Group)" }, { "host": "aqualeisurepoolsandspas.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "aquapools.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "aquarec.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "aquarite.com", "result": "robots_disallowed", "status": null, "robots_http": 200, "reason": "robots.txt disallows /" }, { "host": "aquaspasinc.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "aquawearswim.com", "result": "not_a_pool_site", "status": 200, "robots_http": 403, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "arctichomeliving.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "arctichottubsspokane.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "arcticspas-stlouis.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "arcticspasanchorage.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "arcticspasboise.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "arcticspascos.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "arcticspasdenver.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "arcticspasnashville.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "arcticspassaintgeorge.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "arcticspasvancouver.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "atlantiscustompoolssc.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "atlantispools.co", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "augustaswim.com", "result": "not_a_pool_site", "status": 200, "robots_http": 404, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "aurorapoolsknoxville.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "austinpoolanddeckrenovations.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "awspoolsupply.com", "result": "not_a_pool_site", "status": 200, "robots_http": 404, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "azrainfall.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "azspasandpatio.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "azurepoolsofla.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "backyardleisure.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "barcuspoolsupply.com", "result": "error", "status": null, "robots_http": null, "reason": "DNS not resolved" }, { "host": "barryspoolsparepair.com", "result": "robots_disallowed", "status": null, "robots_http": 200, "reason": "robots.txt disallows /" }, { "host": "bayoupools.com", "result": "blocked", "status": 403, "robots_http": 403, "reason": "bot wall / HTTP 403" }, { "host": "bbcustompools.com", "result": "blocked", "status": 403, "robots_http": 200, "reason": "bot wall / HTTP 403" }, { "host": "bearvalleyspas.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "bluehaven.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "blueridgepoolsandspas.com", "result": "blocked", "status": 202, "robots_http": 202, "reason": "bot wall / HTTP 202" }, { "host": "bullfrogfactorystores.com", "result": "not_a_pool_site", "status": 202, "robots_http": 202, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "californiapools.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "cannonpools.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "centraloregonbeautysupplyandsalon.com", "result": "error", "status": null, "robots_http": null, "reason": "DNS not resolved" }, { "host": "centurypoolsknoxville.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "parked / for sale / placeholder / maintenance" }, { "host": "champspools.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "classicmarcite.com", "result": "blocked", "status": 403, "robots_http": 200, "reason": "bot wall / HTTP 403" }, { "host": "concordpools.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "cotspacovers.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "cuomocountrypools.com", "result": "error", "status": null, "robots_http": null, "reason": "timeout" }, { "host": "doverpools.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "dspspoolsandsupplies.com", "result": "error", "status": null, "robots_http": null, "reason": "DNS not resolved" }, { "host": "eaglepoolspa.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "eastcoastleisure.com", "result": "not_a_pool_site", "status": 307, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "emeraldpoolsca.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "epichottubs.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "epoolsupply.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "escapenowspas.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "evergreensoftub.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "everythingbilliards.net", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "familyleisure.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "familypool.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "familytimespasgj.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "fortunatoconcretepools.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "foursps.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "funcenterpools.com", "result": "error", "status": null, "robots_http": null, "reason": "timeout" }, { "host": "garden-view.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "garyspoolandpatio.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "georgiaspacompany.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "glimmerglassspas.com", "result": "error", "status": null, "robots_http": null, "reason": "DNS not resolved" }, { "host": "greatatlanticinc.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "greatplainspool.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "havenspapoolhearth.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "hitechspallc.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "homeoasiswi.com", "result": "not_a_pool_site", "status": 202, "robots_http": 202, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "hotspringredding.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "hottubfactoryoutlet.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "hottubfactoryoutlets.com", "result": "blocked", "status": 403, "robots_http": 403, "reason": "bot wall / HTTP 403" }, { "host": "hydroheavenspas.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "irishsprings.net", "result": "error", "status": null, "robots_http": null, "reason": "DNS not resolved" }, { "host": "jacuzzihottubsofsepa.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "kellersupply.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "kellyswaterworks.net", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "leisuretimesfun.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "luspoolandspa.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "mainelytubs.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "maulhottubs.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "maxpoolsandspas.com", "result": "error", "status": null, "robots_http": null, "reason": "DNS not resolved" }, { "host": "mountainmist.blue", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "mrbpools.com", "result": "error", "status": null, "robots_http": null, "reason": "DNS not resolved" }, { "host": "mtnspasetc.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "mvspas.com", "result": "not_a_pool_site", "status": 202, "robots_http": 202, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "nchearthandhome.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "neidererspoolsales.com", "result": "error", "status": null, "robots_http": 404, "reason": "timeout" }, { "host": "nelsonpoolsky.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "ohiospaparts.com", "result": "not_a_pool_site", "status": 200, "robots_http": 404, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "olympichottub.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": "olypools.com", "result": "not_a_pool_site", "status": 200, "robots_http": 200, "reason": "no pool cleaning, service or repair wording on homepage (pool store, hot tub dealer, other business or reused domain)" }, { "host": 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