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See /glossary for field definitions or /methodology for the pipeline.", "slug": "trademark-car-wash", "chain": { "name": "Trademark Car Wash", "website": "trademarkcarwash.com", "locationCount": 23 }, "generatedAt": "2026-05-24T17:16:49.599Z", "summary": { "locationCount": 23, "totalReviews": 47876, "avgRating": 4.7261300025064745, "scoredReviews": 19691, "spamFlagged": 8, "statesServed": 8, "dominantFormat": "express_tunnel", "damageRate": 0.004773754507135239, "membershipMentionRate": 0.0642425473566604, "membershipCancellationRate": 0.12015810276679842, "membershipUnlimitedRate": 0.11778656126482213, "upsellPressureRate": 0.002082169519069626 }, "formatRates": { "express_tunnel": 0.014879894367985374, "full_service": 0.017774617845716316, "self_serve_bay": 0.004469046772637246, "inbay_automatic": 0.0008125539586613174, "hand_wash": 0.025392311208166166, "detail_shop": 0.013457924940328068, "mobile_service": 0.000152353867248997, "truck_rv_fleet": 0.001066477070742979 }, "aspectScores": { "price": 0.22538860103626943, "wait_time": 0.7777777777777778, "result_quality": 0.8034571062740077, "staff": 0.9463970773494583, "equipment_working": -0.4419970631424376, "cleanliness_of_facility": 0.7639593908629442, "membership_value": 0.2177293934681182 }, "aspectVolume": { "price": 772, "wait_time": 792, "result_quality": 6248, "staff": 15876, "equipment_working": 681, "cleanliness_of_facility": 394, "membership_value": 643 }, "amenities": { "has_free_vacuums": 0.0254430958305825, "has_paid_vacuums": 0.005891016200294551, "has_mat_cleaner": 0.003351785079477934, "has_dog_wash": 0.000050784622416332335, "has_air_dryer": 0.0022853080087349553, "has_hand_dry": 0.0021837387639022906, "uses_ceramic_spray": 0.000152353867248997, "uses_triple_foam": 0, "uses_spot_free_rinse": 0.00020313848966532934, "uses_underbody_wash": 0.000304707734497994, "uses_tire_shine": 0.003453354324310599, "water_reclamation_mentioned": 0, "app_mentioned": 0.000152353867248997, "license_plate_recognition": 0.0009141232034939821 }, "priceTier": { "cheap": 161, "fair": 219, "expensive": 110 }, "topStrengths": [ { "aspect": "staff", "score": 0.9463970773494583, "mentions": 15876, "posMentions": 15442, "snippets": [ "Love this car wash and April is awesome!", "Love this car wash Connie was a lot help" ] }, { "aspect": "result_quality", "score": 0.8034571062740077, "mentions": 6248, "posMentions": 5612, "snippets": [ "great car wash! 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