{ "apiVersion": 1, "self": "https://washindex.com/api/chains/flying-ace-express-car-wash.json", "humanUrl": "https://washindex.com/car-wash-chains/flying-ace-express-car-wash", "apiRoot": "https://washindex.com/api/index.json", "glossary": "https://washindex.com/glossary", "methodology": "https://washindex.com/methodology", "notice": "Stripped fields: mapSvg (~300KB SVG, available in HTML), executiveSummary.paragraphs and sectionDescriptions (legacy precomputed prose, superseded by the narrative engine), per-location.monthly (28-month per-site velocity), and per-location.competitors.ring1/3/5 arrays (per-competitor lists; counts and average ratings preserved). See /glossary for field definitions or /methodology for the pipeline.", "slug": "flying-ace-express-car-wash", "chain": { "name": "Flying Ace Express Car Wash", "website": "flyingacecarwash.com", "locationCount": 19 }, "generatedAt": "2026-05-24T18:03:21.759Z", "summary": { "locationCount": 19, "totalReviews": 8666, "avgRating": 4.398280636972076, "scoredReviews": 1110, "spamFlagged": 0, "statesServed": 2, "dominantFormat": "express_tunnel", "damageRate": 0.06396396396396396, "membershipMentionRate": 0.26306306306306304, "membershipCancellationRate": 0.18835616438356165, "membershipUnlimitedRate": 0.2910958904109589, "upsellPressureRate": 0.05405405405405406 }, "formatRates": { "express_tunnel": 0.11081081081081082, "full_service": 0.008108108108108109, "self_serve_bay": 0.007207207207207207, "inbay_automatic": 0.0036036036036036037, "hand_wash": 0.0045045045045045045, "detail_shop": 0.002702702702702703, "mobile_service": 0, "truck_rv_fleet": 0.0018018018018018018 }, "aspectScores": { "price": 0, "wait_time": 0.1693548387096774, "result_quality": 0.20358306188925082, "staff": 0.32971014492753625, "equipment_working": -0.5634920634920635, "cleanliness_of_facility": 0.7142857142857143, "membership_value": -0.055 }, "aspectVolume": { "price": 195, "wait_time": 124, "result_quality": 614, "staff": 552, "equipment_working": 126, "cleanliness_of_facility": 63, "membership_value": 200 }, "amenities": { "has_free_vacuums": 0.13963963963963963, "has_paid_vacuums": 0.015315315315315315, "has_mat_cleaner": 0.0036036036036036037, "has_dog_wash": 0, "has_air_dryer": 0.013513513513513514, "has_hand_dry": 0.0018018018018018018, "uses_ceramic_spray": 0.02252252252252252, "uses_triple_foam": 0, "uses_spot_free_rinse": 0.0009009009009009009, "uses_underbody_wash": 0.0018018018018018018, "uses_tire_shine": 0.018018018018018018, "water_reclamation_mentioned": 0.0018018018018018018, "app_mentioned": 0.002702702702702703, "license_plate_recognition": 0.0018018018018018018 }, "priceTier": { "cheap": 45, "fair": 29, "expensive": 53 }, "topStrengths": [ { "aspect": "cleanliness_of_facility", "score": 0.7142857142857143, "mentions": 63, "posMentions": 54, "snippets": [ "Great deal, pretty good wash, well maintained", "Some of The hoses aren't connected correctly with the vacuums but overall a clean good car wash, free vacuuming is definitely appreciated" ] }, { "aspect": "staff", "score": 0.32971014492753625, "mentions": 552, "posMentions": 366, "snippets": [ "Well mannered staff and well leaded business", "Voice was good but the tire shine left a little to be desired." ] }, { "aspect": "result_quality", "score": 0.20358306188925082, "mentions": 614, "posMentions": 355, "snippets": [ "Nice place to get the car looking good.!!", "Great deal, pretty good wash, well maintained" ] }, { "aspect": "wait_time", "score": 0.1693548387096774, "mentions": 124, "posMentions": 72, "snippets": [ "Very good very fast does a decent job on Vehicle.", "Quick and easy car wash. Monthly package is a bargin of you use it." ] } ], "topComplaints": [ { "aspect": "equipment_working", "score": -0.5634920634920635, "mentions": 126, "negMentions": 98, "snippets": [ "Vacuum barely works and nobody bothers to da anything about it.", "Sensors are not reading the sticker 2025. PLEASE FIX!!!! Doesn't dry car completely 2024." ] }, { "aspect": "membership_value", "score": -0.055, "mentions": 200, "negMentions": 104, "snippets": [ "This is a great place, great job of washing awesome staff. 2 stars for the constant hard sell for the membership", "I like the wash and the vacuum feature but man for the love of God quit trying to upsale me on a subscription. It's so annoying that I almost regret coming." ] }, { "aspect": "price", "score": 0, "mentions": 195, "negMentions": 97, "snippets": [ "The prices are rising and the service has lessened.", "Cost was high and when finished car was still dirty will not return" ] }, { "aspect": "wait_time", "score": 0.1693548387096774, "mentions": 124, "negMentions": 51, "snippets": [ "Wife's car got scratched all over hood. And line was slow. Was a bad experience", "Like a time share presentation. Must wait while the guy in front of you listens to sales pitch and signs up for monthly subscription (5 minute process). Just wanted a quick wash - not available here!" ] } ], "executiveSummary": { "anomalies": [ { "metric": "volume", "direction": "rise", "startMonth": "2025-07", "endMonth": "2025-09", "extremeMonth": "2025-09", "baselineValue": 63, "windowValue": 128, "extremeValue": 128.66666666666666, "durationMonths": 3, "themes": [], "affectedLocations": 0, "topAffectedCities": [], "sampleQuotes": [] } ] }, "competitorAverages": { "avgCompetitorsRing1": 3.9473684210526314, "avgCompetitorsRing3": 19.31578947368421, "avgCompetitorsRing5": 32.89473684210526, "medianRing1": 3, "medianRing3": 19, "medianRing5": 33 }, "timeseries": [ { "month": "2024-01", "reviews": 47, "avgRating": 4.23404255319149 }, { "month": "2024-02", "reviews": 63, "avgRating": 4.0476190476190474 }, { "month": "2024-03", "reviews": 61, "avgRating": 4.065573770491803 }, { "month": "2024-04", "reviews": 58, "avgRating": 4.362068965517241 }, { "month": "2024-05", "reviews": 51, "avgRating": 4.03921568627451 }, { "month": "2024-06", "reviews": 59, "avgRating": 4.11864406779661 }, { "month": "2024-07", "reviews": 35, "avgRating": 4.0285714285714285 }, { "month": "2024-08", "reviews": 49, "avgRating": 4.428571428571429 }, { "month": "2024-09", "reviews": 44, "avgRating": 3.75 }, { "month": "2024-10", "reviews": 66, "avgRating": 4.2272727272727275 }, { "month": "2024-11", "reviews": 38, "avgRating": 4.184210526315789 }, { "month": "2024-12", "reviews": 53, "avgRating": 4.2075471698113205 }, { "month": "2025-01", "reviews": 66, "avgRating": 4 }, { "month": "2025-02", "reviews": 74, "avgRating": 4.135135135135135 }, { "month": "2025-03", "reviews": 77, "avgRating": 4.259740259740259 }, { "month": "2025-04", "reviews": 39, "avgRating": 4.410256410256411 }, { "month": "2025-05", "reviews": 50, "avgRating": 4.06 }, { "month": "2025-06", "reviews": 44, "avgRating": 4.5227272727272725 }, { "month": "2025-07", "reviews": 70, "avgRating": 4.285714285714286 }, { "month": "2025-08", "reviews": 243, "avgRating": 4.497942386831276 }, { "month": "2025-09", "reviews": 71, "avgRating": 4.267605633802817 }, { "month": "2025-10", "reviews": 72, "avgRating": 4.027777777777778 }, { "month": "2025-11", "reviews": 64, "avgRating": 4.1875 }, { "month": "2025-12", "reviews": 143, "avgRating": 4.335664335664336 }, { "month": "2026-01", "reviews": 98, "avgRating": 4.081632653061225 }, { "month": "2026-02", "reviews": 109, "avgRating": 3.6788990825688073 }, { "month": "2026-03", "reviews": 65, "avgRating": 3.8923076923076922 }, { "month": "2026-04", "reviews": 59, "avgRating": 3.864406779661017 } ], "states": [ { "state": "Ohio", "stateCode": "OH", "locationCount": 17, "reviewsTotal": 8049, "avgRating": 4.420710647285379 }, { "state": "Indiana", "stateCode": "IN", "locationCount": 2, "reviewsTotal": 617, "avgRating": 4.105672609400324 } ], "locations": [ { "placeId": "ChIJszMBTAR9P4gRlqMbx2OIJuM", "title": "Flying Ace Express Car Wash", "street": "5570 Merily Way", "city": "Huber Heights", "state": "Ohio", "stateCode": "OH", "zip": "45424", "lat": 39.867001, "lng": -84.1365219, "totalScore": 4.4, "reviewsCount": 968, "reviewsDistribution": { "oneStar": 52, "twoStar": 20, "threeStar": 55, "fourStar": 169, "fiveStar": 672 }, "scoredReviews": 64, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.125, "full_service": 0, "self_serve_bay": 0.015625, "inbay_automatic": 0, "hand_wash": 0.015625, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": 0.2, "wait_time": 0.25, "result_quality": 0, "staff": 0.15151515151515152, "equipment_working": -1, "cleanliness_of_facility": 1, "membership_value": -0.2 }, "damageRate": 0.140625, "membershipCancellationRate": 0.3333333333333333, "membershipMentionRate": 0.328125, "competitors": { "ring1Count": 4, "ring3Count": 21, "ring5Count": 34, "ring1AvgRating": 3.5, "ring3AvgRating": 4.129411764705882, "ring5AvgRating": 4.211538461538462 } }, { "placeId": "ChIJu9JL2BCPQIgRLlwrOHRgYJU", "title": "Flying Ace Express Car Wash", "street": "7175 Far Hills Ave", "city": "Dayton", "state": "Ohio", "stateCode": "OH", "zip": "45459", "lat": 39.6415671, "lng": -84.158398, "totalScore": 4.5, "reviewsCount": 916, "reviewsDistribution": { "oneStar": 48, "twoStar": 25, "threeStar": 37, "fourStar": 125, "fiveStar": 681 }, "scoredReviews": 68, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.17647058823529413, "full_service": 0.014705882352941176, "self_serve_bay": 0, "inbay_automatic": 0.014705882352941176, "hand_wash": 0, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": -0.2727272727272727, "wait_time": -0.42857142857142855, "result_quality": 0.2631578947368421, "staff": 0.034482758620689655, "equipment_working": -1, "cleanliness_of_facility": 0.6, "membership_value": -0.26666666666666666 }, "damageRate": 0.058823529411764705, "membershipCancellationRate": 0.13636363636363635, "membershipMentionRate": 0.3235294117647059, "competitors": { "ring1Count": 6, "ring3Count": 29, "ring5Count": 25, "ring1AvgRating": 4.5600000000000005, "ring3AvgRating": 4.418181818181818, "ring5AvgRating": 4.304166666666667 } }, { "placeId": "ChIJN5yFFjKFQIgRcsspqgQYKDw", "title": "Flying Ace Express Car Wash", "street": "4494 Indian Ripple Rd", "city": "Beavercreek", "state": "Ohio", "stateCode": "OH", "zip": "45440", "lat": 39.6975793, "lng": -84.1055019, "totalScore": 4.3, "reviewsCount": 913, "reviewsDistribution": { "oneStar": 65, "twoStar": 27, "threeStar": 66, "fourStar": 164, "fiveStar": 591 }, "scoredReviews": 31, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.16129032258064516, "full_service": 0.03225806451612903, "self_serve_bay": 0.03225806451612903, "inbay_automatic": 0, "hand_wash": 0, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": -1, "wait_time": 0, "result_quality": -0.3888888888888889, "staff": -0.6666666666666666, "equipment_working": -1, "cleanliness_of_facility": 0, "membership_value": -1 }, "damageRate": 0.22580645161290322, "membershipCancellationRate": 0.4, "membershipMentionRate": 0.16129032258064516, "competitors": { "ring1Count": 0, "ring3Count": 19, "ring5Count": 46, "ring1AvgRating": null, "ring3AvgRating": 4.292307692307692, "ring5AvgRating": 4.3969696969696965 } }, { "placeId": "ChIJM6p4cUWJQIgRULDHox7b5-g", "title": "Flying Ace Express Car Wash", "street": "201 N Springboro Pike", "city": "Dayton", "state": "Ohio", "stateCode": "OH", "zip": "45449", "lat": 39.6412695, "lng": -84.2256264, "totalScore": 4.5, "reviewsCount": 892, "reviewsDistribution": { "oneStar": 35, "twoStar": 18, "threeStar": 35, "fourStar": 144, "fiveStar": 660 }, "scoredReviews": 91, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.13186813186813187, "full_service": 0, "self_serve_bay": 0, "inbay_automatic": 0, "hand_wash": 0.01098901098901099, "detail_shop": 0.01098901098901099, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": 0.30434782608695654, "wait_time": 0.125, "result_quality": 0.475, "staff": 0.36363636363636365, "equipment_working": 0.14285714285714285, "cleanliness_of_facility": 1, "membership_value": 0.10526315789473684 }, "damageRate": 0.04395604395604396, "membershipCancellationRate": 0.17857142857142858, "membershipMentionRate": 0.3076923076923077, "competitors": { "ring1Count": 10, "ring3Count": 15, "ring5Count": 25, "ring1AvgRating": 4.1875, "ring3AvgRating": 4.65, "ring5AvgRating": 4.566666666666666 } }, { "placeId": "ChIJgRHrJfeBP4gRif1Q8Z7WI38", "title": "Flying Ace Express Car Wash", "street": "9204 N Main St", "city": "Dayton", "state": "Ohio", "stateCode": "OH", "zip": "45415", "lat": 39.8579277, "lng": -84.2775248, "totalScore": 4.4, "reviewsCount": 735, "reviewsDistribution": { "oneStar": 52, "twoStar": 15, "threeStar": 45, "fourStar": 119, "fiveStar": 504 }, "scoredReviews": 63, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.15873015873015872, "full_service": 0, "self_serve_bay": 0, "inbay_automatic": 0.031746031746031744, "hand_wash": 0, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": -0.8333333333333334, "wait_time": 0, "result_quality": -0.1891891891891892, "staff": 0.1, "equipment_working": -0.8666666666666667, "cleanliness_of_facility": 0, "membership_value": 0 }, "damageRate": 0.1746031746031746, "membershipCancellationRate": 0.11764705882352941, "membershipMentionRate": 0.2698412698412698, "competitors": { "ring1Count": 2, "ring3Count": 10, "ring5Count": 33, "ring1AvgRating": 4.300000000000001, "ring3AvgRating": 4.733333333333333, "ring5AvgRating": 3.974074074074075 } }, { "placeId": "ChIJmyQe1hWDQIgRXE44oPyNYCE", "title": "Flying Ace Express Car Wash", "street": "4876 Airway Rd", "city": "Riverside", "state": "Ohio", "stateCode": "OH", "zip": "45431", "lat": 39.7693825, "lng": -84.1221149, "totalScore": 4.6, "reviewsCount": 661, "reviewsDistribution": { "oneStar": 29, "twoStar": 8, "threeStar": 24, "fourStar": 98, "fiveStar": 502 }, "scoredReviews": 68, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.14705882352941177, "full_service": 0, "self_serve_bay": 0, "inbay_automatic": 0, "hand_wash": 0, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0.014705882352941176 }, "aspectScores": { "price": 0, "wait_time": 0.15384615384615385, "result_quality": 0.2727272727272727, "staff": 0.5161290322580645, "equipment_working": -0.7142857142857143, "cleanliness_of_facility": 0, "membership_value": -0.09090909090909091 }, "damageRate": 0.029411764705882353, "membershipCancellationRate": 0.17647058823529413, "membershipMentionRate": 0.25, "competitors": { "ring1Count": 6, "ring3Count": 26, "ring5Count": 42, "ring1AvgRating": 4.3, "ring3AvgRating": 4.625, "ring5AvgRating": 4.271428571428571 } }, { "placeId": "ChIJlXPeP7ebQIgRCvUCBjZTAa8", "title": "Flying Ace Express Car Wash", "street": "3200 Seajay Dr", "city": "Beavercreek", "state": "Ohio", "stateCode": "OH", "zip": "45430", "lat": 39.7200152, "lng": -84.0612204, "totalScore": 4.4, "reviewsCount": 651, "reviewsDistribution": { "oneStar": 37, "twoStar": 18, "threeStar": 31, "fourStar": 113, "fiveStar": 452 }, "scoredReviews": 59, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.1016949152542373, "full_service": 0, "self_serve_bay": 0, "inbay_automatic": 0, "hand_wash": 0.01694915254237288, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": 0, "wait_time": 0.6666666666666666, "result_quality": 0.22857142857142856, "staff": 0.3103448275862069, "equipment_working": -1, "cleanliness_of_facility": 1, "membership_value": 0.1111111111111111 }, "damageRate": 0.03389830508474576, "membershipCancellationRate": 0.22727272727272727, "membershipMentionRate": 0.3728813559322034, "competitors": { "ring1Count": 4, "ring3Count": 7, "ring5Count": 32, "ring1AvgRating": 2.8, "ring3AvgRating": 4.6499999999999995, "ring5AvgRating": 4.377272727272727 } }, { "placeId": "ChIJxVP7rMWHQIgRvkEfanwwPkM", "title": "Flying Ace Express Car Wash", "street": "1901 W Dorothy Ln", "city": "Moraine", "state": "Ohio", "stateCode": "OH", "zip": "45439", "lat": 39.7095797, "lng": -84.2034661, "totalScore": 4.5, "reviewsCount": 640, "reviewsDistribution": { "oneStar": 24, "twoStar": 12, "threeStar": 31, "fourStar": 112, "fiveStar": 461 }, "scoredReviews": 40, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.075, "full_service": 0, "self_serve_bay": 0, "inbay_automatic": 0, "hand_wash": 0.025, "detail_shop": 0.025, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": 0.25, "wait_time": 0.2, "result_quality": -0.047619047619047616, "staff": 0.3333333333333333, "equipment_working": 0.14285714285714285, "cleanliness_of_facility": 0.2, "membership_value": -0.3333333333333333 }, "damageRate": 0.075, "membershipCancellationRate": 0, "membershipMentionRate": 0.125, "competitors": { "ring1Count": 3, "ring3Count": 19, "ring5Count": 44, "ring1AvgRating": 5, "ring3AvgRating": 4.666666666666667, "ring5AvgRating": 4.56 } }, { "placeId": "ChIJwxh5kHZFQIgRk-VUefVhs0U", "title": "Flying Ace Express Car Wash", "street": "6560 Winford Ave", "city": "Hamilton", "state": "Ohio", "stateCode": "OH", "zip": "45011", "lat": 39.3921844, "lng": -84.5090692, "totalScore": 4.3, "reviewsCount": 590, "reviewsDistribution": { "oneStar": 52, "twoStar": 20, "threeStar": 25, "fourStar": 79, "fiveStar": 414 }, "scoredReviews": 54, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.1111111111111111, "full_service": 0, "self_serve_bay": 0.018518518518518517, "inbay_automatic": 0, "hand_wash": 0, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": -0.058823529411764705, "wait_time": 1, "result_quality": -0.14285714285714285, "staff": -0.4375, "equipment_working": -1, "cleanliness_of_facility": 0.3333333333333333, "membership_value": -0.3333333333333333 }, "damageRate": 0.14814814814814814, "membershipCancellationRate": 0.3, "membershipMentionRate": 0.37037037037037035, "competitors": { "ring1Count": 5, "ring3Count": 19, "ring5Count": 46, "ring1AvgRating": 4.466666666666667, "ring3AvgRating": 4.591666666666666, "ring5AvgRating": 4.3891891891891905 } }, { "placeId": "ChIJ10-jUNkHQIgR5cqOPEN6tko", "title": "Flying Ace Express Car Wash", "street": "5151 National Rd E", "city": "Richmond", "state": "Indiana", "stateCode": "IN", "zip": "47374", "lat": 39.8316092, "lng": -84.8302234, "totalScore": 4.2, "reviewsCount": 326, "reviewsDistribution": { "oneStar": 25, "twoStar": 16, "threeStar": 21, "fourStar": 56, "fiveStar": 208 }, "scoredReviews": 64, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.078125, "full_service": 0.015625, "self_serve_bay": 0.015625, "inbay_automatic": 0, "hand_wash": 0, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": 0.23076923076923078, "wait_time": 1, "result_quality": -0.14285714285714285, "staff": 0.5238095238095238, "equipment_working": -0.7142857142857143, "cleanliness_of_facility": 1, "membership_value": 0.42857142857142855 }, "damageRate": 0.0625, "membershipCancellationRate": 0, "membershipMentionRate": 0.140625, "competitors": { "ring1Count": 1, "ring3Count": 7, "ring5Count": 7, "ring1AvgRating": 3.3, "ring3AvgRating": 4.45, "ring5AvgRating": 4.3500000000000005 } }, { "placeId": "ChIJ64iKUoUAQIgR75zWparCHRg", "title": "Flying Ace Express Car Wash", "street": "1929 Chester Blvd", "city": "Richmond", "state": "Indiana", "stateCode": "IN", "zip": "47374", "lat": 39.8592864, "lng": -84.8882415, "totalScore": 4, "reviewsCount": 291, "reviewsDistribution": { "oneStar": 34, "twoStar": 15, "threeStar": 25, "fourStar": 46, "fiveStar": 171 }, "scoredReviews": 38, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.13157894736842105, "full_service": 0, "self_serve_bay": 0.05263157894736842, "inbay_automatic": 0, "hand_wash": 0, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": 0.1111111111111111, "wait_time": 0.5, "result_quality": -0.25, "staff": 0.3333333333333333, "equipment_working": -0.6, "cleanliness_of_facility": 0, "membership_value": 0 }, "damageRate": 0.07894736842105263, "membershipCancellationRate": 0.3, "membershipMentionRate": 0.2631578947368421, "competitors": { "ring1Count": 0, "ring3Count": 11, "ring5Count": 7, "ring1AvgRating": null, "ring3AvgRating": 4.244444444444444, "ring5AvgRating": 4.18 } }, { "placeId": "ChIJZ91DYExZQIgRCMC7Pcvvpws", "title": "Flying Ace Express Car Wash", "street": "5810 Tylersville Rd", "city": "Mason", "state": "Ohio", "stateCode": "OH", "zip": "45040", "lat": 39.352508, "lng": -84.3243089, "totalScore": 4.4, "reviewsCount": 278, "reviewsDistribution": { "oneStar": 15, "twoStar": 10, "threeStar": 19, "fourStar": 37, "fiveStar": 197 }, "scoredReviews": 66, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.15151515151515152, "full_service": 0, "self_serve_bay": 0, "inbay_automatic": 0.015151515151515152, "hand_wash": 0, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": -0.10526315789473684, "wait_time": 0.14285714285714285, "result_quality": 0.3181818181818182, "staff": 0.4857142857142857, "equipment_working": -0.5555555555555556, "cleanliness_of_facility": 1, "membership_value": 0.14285714285714285 }, "damageRate": 0.030303030303030304, "membershipCancellationRate": 0.2, "membershipMentionRate": 0.30303030303030304, "competitors": { "ring1Count": 0, "ring3Count": 30, "ring5Count": 26, "ring1AvgRating": null, "ring3AvgRating": 4.636842105263159, "ring5AvgRating": 4.521739130434782 } }, { "placeId": "ChIJs9pSNUJHQIgRsH5d6t5RCF0", "title": "Flying Ace Express Car Wash", "street": "724 NW Washington Blvd", "city": "Hamilton", "state": "Ohio", "stateCode": "OH", "zip": "45013", "lat": 39.4275665, "lng": -84.5958633, "totalScore": 4.5, "reviewsCount": 267, "reviewsDistribution": { "oneStar": 11, "twoStar": 9, "threeStar": 11, "fourStar": 39, "fiveStar": 197 }, "scoredReviews": 63, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.09523809523809523, "full_service": 0, "self_serve_bay": 0, "inbay_automatic": 0, "hand_wash": 0, "detail_shop": 0.015873015873015872, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": 0.17647058823529413, "wait_time": 0, "result_quality": 0.1875, "staff": 0.5384615384615384, "equipment_working": -1, "cleanliness_of_facility": 0, "membership_value": 0.15789473684210525 }, "damageRate": 0.031746031746031744, "membershipCancellationRate": 0.2608695652173913, "membershipMentionRate": 0.36507936507936506, "competitors": { "ring1Count": 3, "ring3Count": 13, "ring5Count": 16, "ring1AvgRating": 3.6, "ring3AvgRating": 4.65, "ring5AvgRating": 4.455555555555555 } }, { "placeId": "ChIJW6qjQaZLQIgRabEj68ekNpc", "title": "Flying Ace Express Car Wash", "street": "8301 Colerain Ave", "city": "Cincinnati", "state": "Ohio", "stateCode": "OH", "zip": "45239", "lat": 39.2220922, "lng": -84.5875242, "totalScore": 4.5, "reviewsCount": 107, "reviewsDistribution": { "oneStar": 7, "twoStar": 1, "threeStar": 5, "fourStar": 8, "fiveStar": 86 }, "scoredReviews": 65, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.07692307692307693, "full_service": 0.015384615384615385, "self_serve_bay": 0, "inbay_automatic": 0, "hand_wash": 0, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": 0, "wait_time": 0.75, "result_quality": 0.5348837209302325, "staff": 0.8235294117647058, "equipment_working": 0.07692307692307693, "cleanliness_of_facility": 1, "membership_value": 0.3333333333333333 }, "damageRate": 0.015384615384615385, "membershipCancellationRate": 0, "membershipMentionRate": 0.13846153846153847, "competitors": { "ring1Count": 5, "ring3Count": 17, "ring5Count": 28, "ring1AvgRating": 4.380000000000001, "ring3AvgRating": 4.209999999999999, "ring5AvgRating": 4.482608695652174 } }, { "placeId": "ChIJq40UdQBJQIgR-tci2ffbm7I", "title": "Flying Ace Express Car Wash", "street": "5274 Dixie Hwy", "city": "Fairfield", "state": "Ohio", "stateCode": "OH", "zip": "45014", "lat": 39.3376736, "lng": -84.5298185, "totalScore": 4.6, "reviewsCount": 101, "reviewsDistribution": { "oneStar": 3, "twoStar": 2, "threeStar": 6, "fourStar": 9, "fiveStar": 81 }, "scoredReviews": 61, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.03278688524590164, "full_service": 0, "self_serve_bay": 0, "inbay_automatic": 0, "hand_wash": 0.01639344262295082, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": 1, "wait_time": 1, "result_quality": 0.5, "staff": 0.9375, "equipment_working": 0.6666666666666666, "cleanliness_of_facility": 1, "membership_value": 0.5 }, "damageRate": 0, "membershipCancellationRate": 0, "membershipMentionRate": 0.16393442622950818, "competitors": { "ring1Count": 13, "ring3Count": 24, "ring5Count": 52, "ring1AvgRating": 4.5, "ring3AvgRating": 4.347368421052631, "ring5AvgRating": 4.505 } }, { "placeId": "ChIJofy8RwB9P4gRTmxtZvUFPHc", "title": "Flying Ace Express Car Wash", "street": "7730 Brandt Pike", "city": "Huber Heights", "state": "Ohio", "stateCode": "OH", "zip": "45424", "lat": 39.8642103, "lng": -84.1017399, "totalScore": 3.6, "reviewsCount": 98, "reviewsDistribution": { "oneStar": 25, "twoStar": 8, "threeStar": 4, "fourStar": 8, "fiveStar": 53 }, "scoredReviews": 60, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.06666666666666667, "full_service": 0.05, "self_serve_bay": 0, "inbay_automatic": 0, "hand_wash": 0, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": -0.5, "wait_time": -0.2, "result_quality": 0.2916666666666667, "staff": -0.3333333333333333, "equipment_working": -0.2, "cleanliness_of_facility": 1, "membership_value": -0.5 }, "damageRate": 0.06666666666666667, "membershipCancellationRate": 0.17647058823529413, "membershipMentionRate": 0.2833333333333333, "competitors": { "ring1Count": 3, "ring3Count": 22, "ring5Count": 16, "ring1AvgRating": 5, "ring3AvgRating": 3.961111111111111, "ring5AvgRating": 4.238461538461538 } }, { "placeId": "ChIJpaiP-nZPQIgRYnOulqjv7hs", "title": "Flying Ace Express Car Wash", "street": "11346 Princeton Pike", "city": "Springdale", "state": "Ohio", "stateCode": "OH", "zip": "45246", "lat": 39.2848284, "lng": -84.4664739, "totalScore": 4.5, "reviewsCount": 85, "reviewsDistribution": { "oneStar": 7, "twoStar": 0, "threeStar": 2, "fourStar": 7, "fiveStar": 69 }, "scoredReviews": 63, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.06349206349206349, "full_service": 0.031746031746031744, "self_serve_bay": 0.031746031746031744, "inbay_automatic": 0, "hand_wash": 0, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0.015873015873015872 }, "aspectScores": { "price": 0.5, "wait_time": 0.6, "result_quality": 0.6756756756756757, "staff": 0.8571428571428571, "equipment_working": -0.2, "cleanliness_of_facility": 1, "membership_value": 0 }, "damageRate": 0.015873015873015872, "membershipCancellationRate": 0.18181818181818182, "membershipMentionRate": 0.1746031746031746, "competitors": { "ring1Count": 3, "ring3Count": 35, "ring5Count": 61, "ring1AvgRating": 4.733333333333333, "ring3AvgRating": 4.735714285714286, "ring5AvgRating": 4.447916666666667 } }, { "placeId": "ChIJoRxGQ55XQIgR2ynSQnyKJes", "title": "Flying Ace Express Car Wash", "street": "12167 Montgomery Rd", "city": "Cincinnati", "state": "Ohio", "stateCode": "OH", "zip": "45249", "lat": 39.2914936, "lng": -84.2985646, "totalScore": 4.3, "reviewsCount": 81, "reviewsDistribution": { "oneStar": 7, "twoStar": 5, "threeStar": 3, "fourStar": 6, "fiveStar": 60 }, "scoredReviews": 41, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.12195121951219512, "full_service": 0, "self_serve_bay": 0, "inbay_automatic": 0, "hand_wash": 0, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": 0.3333333333333333, "wait_time": 0, "result_quality": 0.5151515151515151, "staff": 0.8, "equipment_working": 0, "cleanliness_of_facility": 1, "membership_value": 0.3333333333333333 }, "damageRate": 0.04878048780487805, "membershipCancellationRate": 0.125, "membershipMentionRate": 0.1951219512195122, "competitors": { "ring1Count": 5, "ring3Count": 14, "ring5Count": 42, "ring1AvgRating": 4.279999999999999, "ring3AvgRating": 4.29090909090909, "ring5AvgRating": 4.683333333333334 } }, { "placeId": "ChIJx51bURmFQIgR_ecHAYPx3SQ", "title": "Flying Ace Express Car Wash", "street": "4035 Wilmington Pike", "city": "Kettering", "state": "Ohio", "stateCode": "OH", "zip": "45440", "lat": 39.6872316, "lng": -84.1322525, "totalScore": 3.8, "reviewsCount": 66, "reviewsDistribution": { "oneStar": 14, "twoStar": 5, "threeStar": 3, "fourStar": 4, "fiveStar": 40 }, "scoredReviews": 51, "dominantFormat": "express_tunnel", "formatRates": { "express_tunnel": 0.09803921568627451, "full_service": 0, "self_serve_bay": 0, "inbay_automatic": 0, "hand_wash": 0, "detail_shop": 0, "mobile_service": 0, "truck_rv_fleet": 0 }, "aspectScores": { "price": 0, "wait_time": -0.3333333333333333, "result_quality": 0.1, "staff": 0.2727272727272727, "equipment_working": -1, "cleanliness_of_facility": 1, "membership_value": -0.5 }, "damageRate": 0.0392156862745098, "membershipCancellationRate": 0.16666666666666666, "membershipMentionRate": 0.35294117647058826, "competitors": { "ring1Count": 2, "ring3Count": 29, "ring5Count": 43, "ring1AvgRating": 5, "ring3AvgRating": 4.3999999999999995, "ring5AvgRating": 4.413333333333333 } } ] }