{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/riverview-fl.json",
  "humanUrl": "https://washindex.com/car-wash-cities/riverview-fl",
  "msaApiUrl": "https://washindex.com/api/msas/tampa.json",
  "msaHumanUrl": "https://washindex.com/car-wash-markets/tampa",
  "apiRoot": "https://washindex.com/api/index.json",
  "glossary": "https://washindex.com/glossary",
  "methodology": "https://washindex.com/methodology",
  "notice": "Stripped field: mapSvg (available in the HTML page). Includes places[] (per-location), formatStats[], chainsRanked[], scatter[], incomeBuckets[], zips[]. See the methodology page for field definitions.",
  "slug": "riverview-fl",
  "name": "Riverview",
  "state": "FL",
  "msa": {
    "slug": "tampa",
    "name": "Tampa",
    "fullName": "Tampa-St. Petersburg-Clearwater, FL"
  },
  "generatedAt": "2026-05-20T09:27:19.284Z",
  "summary": {
    "totalLocations": 17,
    "totalChains": 6,
    "independentLocationCount": 10,
    "totalReviews": 8824,
    "scoredReviews": 3022,
    "weightedAvgRating": 4.591409791477789,
    "damageRate": 0.015221707478491065,
    "membershipMentionRate": 0.05923229649238915,
    "membershipCancellationRate": 0.1787709497206704,
    "upsellPressureRate": 0.001985440105890139,
    "zipsWithIncomeData": 3,
    "medianHouseholdIncomeWeighted": 78160
  },
  "aspectScores": {
    "price": 0.4534412955465587,
    "wait_time": 0.704225352112676,
    "result_quality": 0.774741506646972,
    "staff": 0.8795386586928663,
    "equipment_working": -0.3076923076923077,
    "cleanliness_of_facility": 0.72,
    "membership_value": -0.05042016806722689
  },
  "formatStats": [
    {
      "format": "detail_shop",
      "locationCount": 10,
      "reviewsCount": 821,
      "scoredReviews": 413,
      "avgRating": 4.867356881851401,
      "damageRate": 0.004842615012106538,
      "cancellationRate": 0
    },
    {
      "format": "express_tunnel",
      "locationCount": 6,
      "reviewsCount": 7984,
      "scoredReviews": 2602,
      "avgRating": 4.5670591182364735,
      "damageRate": 0.016910069177555727,
      "cancellationRate": 0.1797752808988764
    },
    {
      "format": "inbay_automatic",
      "locationCount": 1,
      "reviewsCount": 19,
      "scoredReviews": 7,
      "avgRating": 2.9,
      "damageRate": 0,
      "cancellationRate": null
    }
  ],
  "chainsRanked": [
    {
      "name": "Victory Car Wash",
      "locationCount": 2,
      "reviewsCount": 1975,
      "scoredReviews": 422,
      "avgRating": 4.304911392405064,
      "damageRate": 0.02132701421800948,
      "cancellationRate": 0.2857142857142857,
      "membershipMentionRate": 0.08293838862559241,
      "upsellPressureRate": 0.004739336492890996,
      "aspectScores": {
        "price": 0.1111111111111111,
        "wait_time": 0.5,
        "result_quality": 0.5726495726495726,
        "staff": 0.742603550295858,
        "equipment_working": -0.6521739130434783,
        "cleanliness_of_facility": 1,
        "membership_value": -0.18181818181818182
      }
    },
    {
      "name": "Washed Up Brandon",
      "locationCount": 1,
      "reviewsCount": 408,
      "scoredReviews": 339,
      "avgRating": 4.9,
      "damageRate": 0.011799410029498525,
      "cancellationRate": 0.1111111111111111,
      "membershipMentionRate": 0.02654867256637168,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.8260869565217391,
        "wait_time": 0.8888888888888888,
        "result_quality": 0.813953488372093,
        "staff": 0.9725085910652921,
        "equipment_working": 0.25,
        "cleanliness_of_facility": 0.5714285714285714,
        "membership_value": 0.3333333333333333
      }
    },
    {
      "name": "Jules Car Wash - Brandon",
      "locationCount": 1,
      "reviewsCount": 1169,
      "scoredReviews": 105,
      "avgRating": 4,
      "damageRate": 0.10476190476190476,
      "cancellationRate": 0.2222222222222222,
      "membershipMentionRate": 0.08571428571428572,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -0.5185185185185185,
        "wait_time": 0.5,
        "result_quality": 0.25675675675675674,
        "staff": 0.36363636363636365,
        "equipment_working": -1,
        "cleanliness_of_facility": 1,
        "membership_value": 0
      }
    },
    {
      "name": "Circle K",
      "locationCount": 1,
      "reviewsCount": 19,
      "scoredReviews": 7,
      "avgRating": 2.9,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -1,
        "wait_time": null,
        "result_quality": null,
        "staff": -0.3333333333333333,
        "equipment_working": -1,
        "cleanliness_of_facility": 0,
        "membership_value": null
      }
    },
    {
      "name": "ModWash",
      "locationCount": 1,
      "reviewsCount": 2278,
      "scoredReviews": 800,
      "avgRating": 4.9,
      "damageRate": 0.01375,
      "cancellationRate": 0.1702127659574468,
      "membershipMentionRate": 0.05875,
      "upsellPressureRate": 0.00125,
      "aspectScores": {
        "price": 0.5,
        "wait_time": 0.4666666666666667,
        "result_quality": 0.8317757009345794,
        "staff": 0.9495912806539509,
        "equipment_working": -0.4666666666666667,
        "cleanliness_of_facility": 0.8947368421052632,
        "membership_value": -0.08333333333333333
      }
    },
    {
      "name": "Take 5 Car Wash",
      "locationCount": 1,
      "reviewsCount": 2154,
      "scoredReviews": 936,
      "avgRating": 4.7,
      "damageRate": 0.009615384615384616,
      "cancellationRate": 0.14102564102564102,
      "membershipMentionRate": 0.08333333333333333,
      "upsellPressureRate": 0.003205128205128205,
      "aspectScores": {
        "price": 0.6216216216216216,
        "wait_time": 0.7777777777777778,
        "result_quality": 0.77088948787062,
        "staff": 0.8494983277591973,
        "equipment_working": -0.15584415584415584,
        "cleanliness_of_facility": 0.7037037037037037,
        "membership_value": -0.03278688524590164
      }
    },
    {
      "name": "Premier Paint Protection & Paint Restoration & Ceramic Coating",
      "locationCount": 1,
      "reviewsCount": 166,
      "scoredReviews": 75,
      "avgRating": 4.9,
      "damageRate": 0.013333333333333334,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.8,
        "wait_time": 0.3333333333333333,
        "result_quality": 0.9696969696969697,
        "staff": 0.9692307692307692,
        "equipment_working": null,
        "cleanliness_of_facility": 0,
        "membership_value": null
      }
    }
  ],
  "zips": [
    {
      "zip": "33578",
      "income": 69045,
      "population": 63462,
      "homeValue": null,
      "locationCount": 9,
      "reviewsCount": 7864,
      "totalScoreWeighted": 35871.8,
      "avgRating": 4.561520854526958,
      "formats": {
        "detail_shop": 4,
        "express_tunnel": 5
      }
    },
    {
      "zip": "33569",
      "income": 78160,
      "population": 30261,
      "homeValue": null,
      "locationCount": 5,
      "reviewsCount": 809,
      "totalScoreWeighted": 3901.0000000000005,
      "avgRating": 4.8220024721878865,
      "formats": {
        "detail_shop": 3,
        "express_tunnel": 1,
        "inbay_automatic": 1
      }
    },
    {
      "zip": "33579",
      "income": 81622,
      "population": 47586,
      "homeValue": null,
      "locationCount": 4,
      "reviewsCount": 151,
      "totalScoreWeighted": 741.8,
      "avgRating": 4.912582781456953,
      "formats": {
        "detail_shop": 4
      }
    }
  ],
  "incomeBuckets": [
    {
      "label": "Under $50K",
      "min": 0,
      "max": 50000,
      "zips": 0,
      "locations": 0,
      "reviewsCount": 0,
      "totalScoreWeighted": 0,
      "avgRating": 0,
      "formats": {}
    },
    {
      "label": "$50K – $75K",
      "min": 50000,
      "max": 75000,
      "zips": 1,
      "locations": 9,
      "reviewsCount": 7864,
      "totalScoreWeighted": 35871.8,
      "avgRating": 4.561520854526958,
      "formats": {
        "detail_shop": 4,
        "express_tunnel": 5
      }
    },
    {
      "label": "$75K – $100K",
      "min": 75000,
      "max": 100000,
      "zips": 2,
      "locations": 9,
      "reviewsCount": 960,
      "totalScoreWeighted": 4642.8,
      "avgRating": 4.836250000000001,
      "formats": {
        "detail_shop": 7,
        "express_tunnel": 1,
        "inbay_automatic": 1
      }
    },
    {
      "label": "$100K – $150K",
      "min": 100000,
      "max": 150000,
      "zips": 0,
      "locations": 0,
      "reviewsCount": 0,
      "totalScoreWeighted": 0,
      "avgRating": 0,
      "formats": {}
    },
    {
      "label": "$150K+",
      "min": 150000,
      "max": null,
      "zips": 0,
      "locations": 0,
      "reviewsCount": 0,
      "totalScoreWeighted": 0,
      "avgRating": 0,
      "formats": {}
    }
  ],
  "scatter": [
    {
      "placeId": "ChIJiYwXkwXVwogRnPsRRjQL1hQ",
      "title": "Flawlezz Car Detailing",
      "city": "Riverview",
      "zip": "33579",
      "rating": 5,
      "reviewsCount": 15,
      "income": 81622,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJh3WIaS7XwogRNdvrKP1hOXE",
      "title": "Lamonts Before & After Mobile Detailing LLC",
      "city": "Riverview",
      "zip": "33578",
      "rating": 4.8,
      "reviewsCount": 47,
      "income": 69045,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJD88EcQLRwogRgzuJ4Vafl3A",
      "title": "Bubbles Detailz & Wraps",
      "city": "Riverview",
      "zip": "33569",
      "rating": 4.9,
      "reviewsCount": 91,
      "income": 78160,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJhVc4S27XwogRT_rrNLXO67c",
      "title": "Peachkey Car Wash & Detail",
      "city": "Riverview",
      "zip": "33579",
      "rating": 4.6,
      "reviewsCount": 33,
      "income": 81622,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJrekk0dLzwogRLkKb3fkCIPw",
      "title": "Rob's Auto Detailing Inc",
      "city": "Riverview",
      "zip": "33578",
      "rating": 4.9,
      "reviewsCount": 64,
      "income": 69045,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ1WjX-8jRwogR6MsQ5VpH3IQ",
      "title": "Riverview Auto Spa",
      "city": "Riverview",
      "zip": "33569",
      "rating": 4.9,
      "reviewsCount": 40,
      "income": 78160,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJC1vABp3RwogRimTe3nlNaGs",
      "title": "Washed Up - Riverview",
      "city": "Riverview",
      "zip": "33569",
      "rating": 4.9,
      "reviewsCount": 408,
      "income": 78160,
      "format": "express_tunnel",
      "chain": "Washed Up Brandon"
    },
    {
      "placeId": "ChIJSRlefxbTwogR2lDT1kSZC4w",
      "title": "Apex Mobile Detailing & Ceramic Coatings, LLC",
      "city": "Riverview",
      "zip": "33569",
      "rating": 4.8,
      "reviewsCount": 251,
      "income": 78160,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJuZa5WKDRwogRiRs1QKhr1ZQ",
      "title": "Jules Car Wash - Riverview",
      "city": "Riverview",
      "zip": "33578",
      "rating": 4,
      "reviewsCount": 1169,
      "income": 69045,
      "format": "express_tunnel",
      "chain": "Jules Car Wash - Brandon"
    },
    {
      "placeId": "ChIJF6j3rM3PwogRqpF5WOQKbpQ",
      "title": "Victory Car Wash",
      "city": "Riverview",
      "zip": "33578",
      "rating": 4.2,
      "reviewsCount": 939,
      "income": 69045,
      "format": "express_tunnel",
      "chain": "Victory Car Wash"
    },
    {
      "placeId": "ChIJW7O-ezvXwogRarKEN68gtkg",
      "title": "Victory Car Wash",
      "city": "Riverview",
      "zip": "33578",
      "rating": 4.4,
      "reviewsCount": 1036,
      "income": 69045,
      "format": "express_tunnel",
      "chain": "Victory Car Wash"
    },
    {
      "placeId": "ChIJB4wPJwDRwogRBhqWJVRhhhE",
      "title": "JGL Auto Spa",
      "city": "Riverview",
      "zip": "33578",
      "rating": 5,
      "reviewsCount": 11,
      "income": 69045,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJKcxf7-_RwogRPM5pQRbI_90",
      "title": "Circle K",
      "city": "Riverview",
      "zip": "33569",
      "rating": 2.9,
      "reviewsCount": 19,
      "income": 78160,
      "format": "inbay_automatic",
      "chain": "Circle K"
    },
    {
      "placeId": "ChIJ2yK8TyjRwogRrpGNsSKZbR4",
      "title": "ModWash",
      "city": "Riverview",
      "zip": "33578",
      "rating": 4.9,
      "reviewsCount": 2278,
      "income": 69045,
      "format": "express_tunnel",
      "chain": "ModWash"
    },
    {
      "placeId": "ChIJt4pREM3RwogRh9d25v32jWw",
      "title": "Take 5 Car Wash",
      "city": "Riverview",
      "zip": "33578",
      "rating": 4.7,
      "reviewsCount": 2154,
      "income": 69045,
      "format": "express_tunnel",
      "chain": "Take 5 Car Wash"
    },
    {
      "placeId": "ChIJT2a9qGBpCyMRiDtArijesXg",
      "title": "AMP'D Auto Detailing",
      "city": "Riverview",
      "zip": "33579",
      "rating": 5,
      "reviewsCount": 69,
      "income": 81622,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJVa4esB7VwogRZJSrqawicJ0",
      "title": "DetailingNerdsLLC",
      "city": "Riverview",
      "zip": "33579",
      "rating": 5,
      "reviewsCount": 34,
      "income": 81622,
      "format": "detail_shop",
      "chain": "Independent"
    }
  ],
  "places": [
    {
      "placeId": "ChIJ2yK8TyjRwogRrpGNsSKZbR4",
      "title": "ModWash",
      "street": "10760 Symmes Rd",
      "city": "Riverview",
      "state": "FL",
      "zip": "33578",
      "lat": 27.8353728,
      "lng": -82.3272011,
      "totalScore": 4.9,
      "reviewsCount": 2278,
      "scoredReviews": 800,
      "format": "express_tunnel",
      "chain": "ModWash",
      "income": 69045
    },
    {
      "placeId": "ChIJt4pREM3RwogRh9d25v32jWw",
      "title": "Take 5 Car Wash",
      "street": "11380 Bloomingdale Ave",
      "city": "Riverview",
      "state": "FL",
      "zip": "33578",
      "lat": 27.8942406,
      "lng": -82.3088283,
      "totalScore": 4.7,
      "reviewsCount": 2154,
      "scoredReviews": 936,
      "format": "express_tunnel",
      "chain": "Take 5 Car Wash",
      "income": 69045
    },
    {
      "placeId": "ChIJuZa5WKDRwogRiRs1QKhr1ZQ",
      "title": "Jules Car Wash - Riverview",
      "street": "10060 US-301",
      "city": "Riverview",
      "state": "FL",
      "zip": "33578",
      "lat": 27.8538664,
      "lng": -82.3261299,
      "totalScore": 4,
      "reviewsCount": 1169,
      "scoredReviews": 105,
      "format": "express_tunnel",
      "chain": "Jules Car Wash - Brandon",
      "income": 69045
    },
    {
      "placeId": "ChIJW7O-ezvXwogRarKEN68gtkg",
      "title": "Victory Car Wash",
      "street": "12959 US-301",
      "city": "Riverview",
      "state": "FL",
      "zip": "33578",
      "lat": 27.79983,
      "lng": -82.3353548,
      "totalScore": 4.4,
      "reviewsCount": 1036,
      "scoredReviews": 250,
      "format": "express_tunnel",
      "chain": "Victory Car Wash",
      "income": 69045
    },
    {
      "placeId": "ChIJF6j3rM3PwogRqpF5WOQKbpQ",
      "title": "Victory Car Wash",
      "street": "3820 US-301",
      "city": "Riverview",
      "state": "FL",
      "zip": "33578",
      "lat": 27.9143624,
      "lng": -82.347647,
      "totalScore": 4.2,
      "reviewsCount": 939,
      "scoredReviews": 172,
      "format": "express_tunnel",
      "chain": "Victory Car Wash",
      "income": 69045
    },
    {
      "placeId": "ChIJC1vABp3RwogRimTe3nlNaGs",
      "title": "Washed Up - Riverview",
      "street": "11710 Boyette Rd",
      "city": "Riverview",
      "state": "FL",
      "zip": "33569",
      "lat": 27.854219,
      "lng": -82.303232,
      "totalScore": 4.9,
      "reviewsCount": 408,
      "scoredReviews": 339,
      "format": "express_tunnel",
      "chain": "Washed Up Brandon",
      "income": 78160
    },
    {
      "placeId": "ChIJSRlefxbTwogR2lDT1kSZC4w",
      "title": "Apex Mobile Detailing & Ceramic Coatings, LLC",
      "street": "11628 Crest Creek Dr",
      "city": "Riverview",
      "state": "FL",
      "zip": "33569",
      "lat": 27.829623,
      "lng": -82.3186169,
      "totalScore": 4.8,
      "reviewsCount": 251,
      "scoredReviews": 111,
      "format": "detail_shop",
      "chain": null,
      "income": 78160
    },
    {
      "placeId": "ChIJD88EcQLRwogRgzuJ4Vafl3A",
      "title": "Bubbles Detailz & Wraps",
      "street": "9509 Laurel Ledge Dr",
      "city": "Riverview",
      "state": "FL",
      "zip": "33569",
      "lat": 27.8594839,
      "lng": -82.3039969,
      "totalScore": 4.9,
      "reviewsCount": 91,
      "scoredReviews": 55,
      "format": "detail_shop",
      "chain": null,
      "income": 78160
    },
    {
      "placeId": "ChIJT2a9qGBpCyMRiDtArijesXg",
      "title": "AMP'D Auto Detailing",
      "street": "11443 Cambray Creek Loop",
      "city": "Riverview",
      "state": "FL",
      "zip": "33579",
      "lat": 27.808523,
      "lng": -82.315392,
      "totalScore": 5,
      "reviewsCount": 69,
      "scoredReviews": 64,
      "format": "detail_shop",
      "chain": null,
      "income": 81622
    },
    {
      "placeId": "ChIJrekk0dLzwogRLkKb3fkCIPw",
      "title": "Rob's Auto Detailing Inc",
      "street": "12937 Lincoln Rd",
      "city": "Riverview",
      "state": "FL",
      "zip": "33578",
      "lat": 27.8004765,
      "lng": -82.3417002,
      "totalScore": 4.9,
      "reviewsCount": 64,
      "scoredReviews": 14,
      "format": "detail_shop",
      "chain": null,
      "income": 69045
    },
    {
      "placeId": "ChIJh3WIaS7XwogRNdvrKP1hOXE",
      "title": "Lamonts Before & After Mobile Detailing LLC",
      "street": "10385 Big Bend Rd",
      "city": "Riverview",
      "state": "FL",
      "zip": "33578",
      "lat": 27.7906718,
      "lng": -82.336012,
      "totalScore": 4.8,
      "reviewsCount": 47,
      "scoredReviews": 17,
      "format": "detail_shop",
      "chain": null,
      "income": 69045
    },
    {
      "placeId": "ChIJ1WjX-8jRwogR6MsQ5VpH3IQ",
      "title": "Riverview Auto Spa",
      "street": "8611 Valrie Ln",
      "city": "Riverview",
      "state": "FL",
      "zip": "33569",
      "lat": 27.8658119,
      "lng": -82.3040452,
      "totalScore": 4.9,
      "reviewsCount": 40,
      "scoredReviews": 18,
      "format": "detail_shop",
      "chain": null,
      "income": 78160
    },
    {
      "placeId": "ChIJVa4esB7VwogRZJSrqawicJ0",
      "title": "DetailingNerdsLLC",
      "street": "12203 Glenshire Dr",
      "city": "Riverview",
      "state": "FL",
      "zip": "33579",
      "lat": 27.8028265,
      "lng": -82.2803642,
      "totalScore": 5,
      "reviewsCount": 34,
      "scoredReviews": 31,
      "format": "detail_shop",
      "chain": null,
      "income": 81622
    },
    {
      "placeId": "ChIJhVc4S27XwogRT_rrNLXO67c",
      "title": "Peachkey Car Wash & Detail",
      "street": "13202 Summerfield Blvd",
      "city": "Riverview",
      "state": "FL",
      "zip": "33579",
      "lat": 27.7915618,
      "lng": -82.3173402,
      "totalScore": 4.6,
      "reviewsCount": 33,
      "scoredReviews": 4,
      "format": "detail_shop",
      "chain": null,
      "income": 81622
    },
    {
      "placeId": "ChIJKcxf7-_RwogRPM5pQRbI_90",
      "title": "Circle K",
      "street": "11292 Boyette Rd",
      "city": "Riverview",
      "state": "FL",
      "zip": "33569",
      "lat": 27.8540804,
      "lng": -82.314975,
      "totalScore": 2.9,
      "reviewsCount": 19,
      "scoredReviews": 7,
      "format": "inbay_automatic",
      "chain": "Circle K",
      "income": 78160
    },
    {
      "placeId": "ChIJiYwXkwXVwogRnPsRRjQL1hQ",
      "title": "Flawlezz Car Detailing",
      "street": "11821 Brighton Knoll Loop",
      "city": "Riverview",
      "state": "FL",
      "zip": "33579",
      "lat": 27.7778474,
      "lng": -82.2927139,
      "totalScore": 5,
      "reviewsCount": 15,
      "scoredReviews": 13,
      "format": "detail_shop",
      "chain": null,
      "income": 81622
    },
    {
      "placeId": "ChIJB4wPJwDRwogRBhqWJVRhhhE",
      "title": "JGL Auto Spa",
      "street": "8810 Mathog Rd",
      "city": "Riverview",
      "state": "FL",
      "zip": "33578",
      "lat": 27.8573248,
      "lng": -82.3333739,
      "totalScore": 5,
      "reviewsCount": 11,
      "scoredReviews": 11,
      "format": "detail_shop",
      "chain": null,
      "income": 69045
    }
  ]
}