{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/cedar-rapids-ia.json",
  "humanUrl": "https://washindex.com/car-wash-cities/cedar-rapids-ia",
  "msaApiUrl": "https://washindex.com/api/msas/cedar-rapids.json",
  "msaHumanUrl": "https://washindex.com/car-wash-markets/cedar-rapids",
  "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": "cedar-rapids-ia",
  "name": "Cedar Rapids",
  "state": "IA",
  "msa": {
    "slug": "cedar-rapids",
    "name": "Cedar Rapids",
    "fullName": "Cedar Rapids, IA"
  },
  "generatedAt": "2026-05-22T14:00:58.378Z",
  "summary": {
    "totalLocations": 16,
    "totalChains": 4,
    "independentLocationCount": 8,
    "totalReviews": 3643,
    "scoredReviews": 750,
    "weightedAvgRating": 4.258248696129564,
    "damageRate": 0.04933333333333333,
    "membershipMentionRate": 0.11733333333333333,
    "membershipCancellationRate": 0.09090909090909091,
    "upsellPressureRate": 0.02,
    "zipsWithIncomeData": 4,
    "medianHouseholdIncomeWeighted": 73087
  },
  "aspectScores": {
    "price": 0.19117647058823528,
    "wait_time": 0.4444444444444444,
    "result_quality": 0.5762081784386617,
    "staff": 0.6447058823529411,
    "equipment_working": -0.6666666666666666,
    "cleanliness_of_facility": 0.5333333333333333,
    "membership_value": 0.2537313432835821
  },
  "formatStats": [
    {
      "format": "express_tunnel",
      "locationCount": 6,
      "reviewsCount": 2220,
      "scoredReviews": 433,
      "avgRating": 4.143378378378378,
      "damageRate": 0.08314087759815242,
      "cancellationRate": 0.07317073170731707
    },
    {
      "format": "detail_shop",
      "locationCount": 5,
      "reviewsCount": 371,
      "scoredReviews": 206,
      "avgRating": 4.938274932614555,
      "damageRate": 0,
      "cancellationRate": 0
    },
    {
      "format": "full_service",
      "locationCount": 2,
      "reviewsCount": 690,
      "scoredReviews": 72,
      "avgRating": 4.230144927536232,
      "damageRate": 0.013888888888888888,
      "cancellationRate": 0.4
    },
    {
      "format": "inbay_automatic",
      "locationCount": 2,
      "reviewsCount": 168,
      "scoredReviews": 25,
      "avgRating": 4.341666666666667,
      "damageRate": 0,
      "cancellationRate": null
    },
    {
      "format": "self_serve_bay",
      "locationCount": 1,
      "reviewsCount": 194,
      "scoredReviews": 14,
      "avgRating": 4.3,
      "damageRate": 0,
      "cancellationRate": null
    }
  ],
  "chainsRanked": [
    {
      "name": "Mister Car Wash",
      "locationCount": 3,
      "reviewsCount": 1313,
      "scoredReviews": 219,
      "avgRating": 4.229550647372429,
      "damageRate": 0.0684931506849315,
      "cancellationRate": 0.06818181818181818,
      "membershipMentionRate": 0.2009132420091324,
      "upsellPressureRate": 0.0365296803652968,
      "aspectScores": {
        "price": -0.10344827586206896,
        "wait_time": 0.45454545454545453,
        "result_quality": 0.3945578231292517,
        "staff": 0.4485981308411215,
        "equipment_working": -0.5238095238095238,
        "cleanliness_of_facility": 0.8181818181818182,
        "membership_value": 0.3333333333333333
      }
    },
    {
      "name": "Tommy's Express® Car Wash",
      "locationCount": 2,
      "reviewsCount": 618,
      "scoredReviews": 172,
      "avgRating": 3.9805825242718447,
      "damageRate": 0.12209302325581395,
      "cancellationRate": 0.07894736842105263,
      "membershipMentionRate": 0.22093023255813954,
      "upsellPressureRate": 0.040697674418604654,
      "aspectScores": {
        "price": -0.09090909090909091,
        "wait_time": 0.29411764705882354,
        "result_quality": 0.1559633027522936,
        "staff": 0.3617021276595745,
        "equipment_working": -1,
        "cleanliness_of_facility": 0.09090909090909091,
        "membership_value": 0.23076923076923078
      }
    },
    {
      "name": "bp",
      "locationCount": 2,
      "reviewsCount": 168,
      "scoredReviews": 25,
      "avgRating": 4.341666666666667,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.6,
        "wait_time": null,
        "result_quality": null,
        "staff": 0.7142857142857143,
        "equipment_working": -1,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    },
    {
      "name": "Blue Grass Car Wash",
      "locationCount": 1,
      "reviewsCount": 194,
      "scoredReviews": 14,
      "avgRating": 4.3,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.5,
        "wait_time": 1,
        "result_quality": 0.8571428571428571,
        "staff": null,
        "equipment_working": 1,
        "cleanliness_of_facility": 1,
        "membership_value": null
      }
    }
  ],
  "zips": [
    {
      "zip": "52402",
      "income": 73087,
      "population": 41286,
      "homeValue": null,
      "locationCount": 9,
      "reviewsCount": 1985,
      "totalScoreWeighted": 8403.2,
      "avgRating": 4.233350125944585,
      "formats": {
        "self_serve_bay": 1,
        "full_service": 2,
        "detail_shop": 3,
        "express_tunnel": 2,
        "inbay_automatic": 1
      }
    },
    {
      "zip": "52404",
      "income": 61012,
      "population": 42483,
      "homeValue": null,
      "locationCount": 5,
      "reviewsCount": 1254,
      "totalScoreWeighted": 5318,
      "avgRating": 4.240829346092504,
      "formats": {
        "detail_shop": 1,
        "express_tunnel": 3,
        "inbay_automatic": 1
      }
    },
    {
      "zip": "52411",
      "income": 176136,
      "population": 8106,
      "homeValue": null,
      "locationCount": 1,
      "reviewsCount": 376,
      "totalScoreWeighted": 1654.4,
      "avgRating": 4.4,
      "formats": {
        "express_tunnel": 1
      }
    },
    {
      "zip": "52403",
      "income": 114174,
      "population": 22743,
      "homeValue": null,
      "locationCount": 1,
      "reviewsCount": 28,
      "totalScoreWeighted": 137.20000000000002,
      "avgRating": 4.9,
      "formats": {
        "detail_shop": 1
      }
    }
  ],
  "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": 2,
      "locations": 14,
      "reviewsCount": 3239,
      "totalScoreWeighted": 13721.2,
      "avgRating": 4.236245754862612,
      "formats": {
        "self_serve_bay": 1,
        "full_service": 2,
        "detail_shop": 4,
        "express_tunnel": 5,
        "inbay_automatic": 2
      }
    },
    {
      "label": "$75K – $100K",
      "min": 75000,
      "max": 100000,
      "zips": 0,
      "locations": 0,
      "reviewsCount": 0,
      "totalScoreWeighted": 0,
      "avgRating": 0,
      "formats": {}
    },
    {
      "label": "$100K – $150K",
      "min": 100000,
      "max": 150000,
      "zips": 1,
      "locations": 1,
      "reviewsCount": 28,
      "totalScoreWeighted": 137.20000000000002,
      "avgRating": 4.9,
      "formats": {
        "detail_shop": 1
      }
    },
    {
      "label": "$150K+",
      "min": 150000,
      "max": null,
      "zips": 1,
      "locations": 1,
      "reviewsCount": 376,
      "totalScoreWeighted": 1654.4,
      "avgRating": 4.4,
      "formats": {
        "express_tunnel": 1
      }
    }
  ],
  "scatter": [
    {
      "placeId": "ChIJU6u1Der55IcRiV9E1xnrWm8",
      "title": "Car Detailing Cedar Rapids",
      "city": "Cedar Rapids",
      "zip": "52404",
      "rating": 4.9,
      "reviewsCount": 201,
      "income": 61012,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJSbbw5B1Z5IcRgLWkgPCOFL0",
      "title": "Aces Truck Wash",
      "city": "Cedar Rapids",
      "zip": "52404",
      "rating": 4.1,
      "reviewsCount": 289,
      "income": 61012,
      "format": "express_tunnel",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ9_GsLe755IcRciiGYyxkl3A",
      "title": "Tommy's Express® Car Wash",
      "city": "Cedar Rapids",
      "zip": "52404",
      "rating": 3.7,
      "reviewsCount": 329,
      "income": 61012,
      "format": "express_tunnel",
      "chain": "Tommy's Express® Car Wash"
    },
    {
      "placeId": "ChIJD2uWEHXw5IcRhp7YNViYHaM",
      "title": "Blue Lagoon Storage and Car Wash",
      "city": "Cedar Rapids",
      "zip": "52402",
      "rating": 4.3,
      "reviewsCount": 194,
      "income": 73087,
      "format": "self_serve_bay",
      "chain": "Blue Grass Car Wash"
    },
    {
      "placeId": "ChIJqcMaWR7x5IcRjP0g6_-dqJw",
      "title": "Sparkling Image Car Wash",
      "city": "Cedar Rapids",
      "zip": "52402",
      "rating": 4,
      "reviewsCount": 293,
      "income": 73087,
      "format": "full_service",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJQR7AYZz55IcRRAAK_rAPOL8",
      "title": "Mister Car Wash",
      "city": "Cedar Rapids",
      "zip": "52404",
      "rating": 4.5,
      "reviewsCount": 302,
      "income": 61012,
      "format": "express_tunnel",
      "chain": "Mister Car Wash"
    },
    {
      "placeId": "ChIJc4LgJT4JZ6cRCUADY0QE584",
      "title": "Premier Auto Detailing, LLC",
      "city": "Cedar Rapids",
      "zip": "52402",
      "rating": 5,
      "reviewsCount": 10,
      "income": 73087,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJYZHV_OtATSERM3x1ZeFWNPU",
      "title": "Iowa Mobile Detailing",
      "city": "Cedar Rapids",
      "zip": "52402",
      "rating": 5,
      "reviewsCount": 109,
      "income": 73087,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJWSRSaY3x5IcR3jgsbYOQBzU",
      "title": "Red Line Detailing",
      "city": "Cedar Rapids",
      "zip": "52402",
      "rating": 5,
      "reviewsCount": 23,
      "income": 73087,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ8cLxlqnx5IcRrVXCKkOR-BE",
      "title": "Mister Car Wash",
      "city": "Cedar Rapids",
      "zip": "52402",
      "rating": 4,
      "reviewsCount": 635,
      "income": 73087,
      "format": "express_tunnel",
      "chain": "Mister Car Wash"
    },
    {
      "placeId": "ChIJMUTDNBjx5IcRYHy1Ypdty00",
      "title": "Tommy's Express® Car Wash",
      "city": "Cedar Rapids",
      "zip": "52402",
      "rating": 4.3,
      "reviewsCount": 289,
      "income": 73087,
      "format": "express_tunnel",
      "chain": "Tommy's Express® Car Wash"
    },
    {
      "placeId": "ChIJ9-kODJz75IcR4SXGGfjfESs",
      "title": "Mister Car Wash",
      "city": "Cedar Rapids",
      "zip": "52411",
      "rating": 4.4,
      "reviewsCount": 376,
      "income": 176136,
      "format": "express_tunnel",
      "chain": "Mister Car Wash"
    },
    {
      "placeId": "ChIJjyCQq-Hz5IcRGuv2KAIpaqE",
      "title": "Detailing Experts",
      "city": "Cedar Rapids",
      "zip": "52403",
      "rating": 4.9,
      "reviewsCount": 28,
      "income": 114174,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJj2H-JDX35IcR7jxw9iFNqD8",
      "title": "Johnny Boy's Car Wash",
      "city": "Cedar Rapids",
      "zip": "52402",
      "rating": 4.4,
      "reviewsCount": 397,
      "income": 73087,
      "format": "full_service",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJcwXK3FLw5IcR1vc_ayr2jJg",
      "title": "Amoco",
      "city": "Cedar Rapids",
      "zip": "52402",
      "rating": 4.5,
      "reviewsCount": 35,
      "income": 73087,
      "format": "inbay_automatic",
      "chain": "bp"
    },
    {
      "placeId": "ChIJI-HV4KL55IcRIhllYYZ2uH8",
      "title": "bp",
      "city": "Cedar Rapids",
      "zip": "52404",
      "rating": 4.3,
      "reviewsCount": 133,
      "income": 61012,
      "format": "inbay_automatic",
      "chain": "bp"
    }
  ],
  "places": [
    {
      "placeId": "ChIJ8cLxlqnx5IcRrVXCKkOR-BE",
      "title": "Mister Car Wash",
      "street": "5055 Northland Ave NE",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52402",
      "lat": 42.0287556,
      "lng": -91.6313282,
      "totalScore": 4,
      "reviewsCount": 635,
      "scoredReviews": 76,
      "format": "express_tunnel",
      "chain": "Mister Car Wash",
      "income": 73087
    },
    {
      "placeId": "ChIJj2H-JDX35IcR7jxw9iFNqD8",
      "title": "Johnny Boy's Car Wash",
      "street": "1317 1st Ave SE",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52402",
      "lat": 41.9863967,
      "lng": -91.6546325,
      "totalScore": 4.4,
      "reviewsCount": 397,
      "scoredReviews": 42,
      "format": "full_service",
      "chain": null,
      "income": 73087
    },
    {
      "placeId": "ChIJ9-kODJz75IcR4SXGGfjfESs",
      "title": "Mister Car Wash",
      "street": "5520 Edgewood Rd NE",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52411",
      "lat": 42.0342655,
      "lng": -91.7007386,
      "totalScore": 4.4,
      "reviewsCount": 376,
      "scoredReviews": 86,
      "format": "express_tunnel",
      "chain": "Mister Car Wash",
      "income": 176136
    },
    {
      "placeId": "ChIJ9_GsLe755IcRciiGYyxkl3A",
      "title": "Tommy's Express® Car Wash",
      "street": "4420 Westdale Pkwy SW",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52404",
      "lat": 41.9495421,
      "lng": -91.7176474,
      "totalScore": 3.7,
      "reviewsCount": 329,
      "scoredReviews": 75,
      "format": "express_tunnel",
      "chain": "Tommy's Express® Car Wash",
      "income": 61012
    },
    {
      "placeId": "ChIJQR7AYZz55IcRRAAK_rAPOL8",
      "title": "Mister Car Wash",
      "street": "3405 Williams Blvd SW",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52404",
      "lat": 41.9583689,
      "lng": -91.714538,
      "totalScore": 4.5,
      "reviewsCount": 302,
      "scoredReviews": 57,
      "format": "express_tunnel",
      "chain": "Mister Car Wash",
      "income": 61012
    },
    {
      "placeId": "ChIJqcMaWR7x5IcRjP0g6_-dqJw",
      "title": "Sparkling Image Car Wash",
      "street": "3218 1st Ave NE",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52402",
      "lat": 42.010448,
      "lng": -91.6354738,
      "totalScore": 4,
      "reviewsCount": 293,
      "scoredReviews": 30,
      "format": "full_service",
      "chain": null,
      "income": 73087
    },
    {
      "placeId": "ChIJSbbw5B1Z5IcRgLWkgPCOFL0",
      "title": "Aces Truck Wash",
      "street": "555 French Ct SW",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52404",
      "lat": 41.8627281,
      "lng": -91.6742706,
      "totalScore": 4.1,
      "reviewsCount": 289,
      "scoredReviews": 42,
      "format": "express_tunnel",
      "chain": null,
      "income": 61012
    },
    {
      "placeId": "ChIJMUTDNBjx5IcRYHy1Ypdty00",
      "title": "Tommy's Express® Car Wash",
      "street": "4035 1st Ave SE",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52402",
      "lat": 42.02032,
      "lng": -91.630901,
      "totalScore": 4.3,
      "reviewsCount": 289,
      "scoredReviews": 97,
      "format": "express_tunnel",
      "chain": "Tommy's Express® Car Wash",
      "income": 73087
    },
    {
      "placeId": "ChIJU6u1Der55IcRiV9E1xnrWm8",
      "title": "Car Detailing Cedar Rapids",
      "street": "1921 Rosehill Dr SW",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52404",
      "lat": 41.9530345,
      "lng": -91.7004407,
      "totalScore": 4.9,
      "reviewsCount": 201,
      "scoredReviews": 66,
      "format": "detail_shop",
      "chain": null,
      "income": 61012
    },
    {
      "placeId": "ChIJD2uWEHXw5IcRhp7YNViYHaM",
      "title": "Blue Lagoon Storage and Car Wash",
      "street": "288 Blairs Ferry Rd NE",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52402",
      "lat": 42.0346309,
      "lng": -91.6348295,
      "totalScore": 4.3,
      "reviewsCount": 194,
      "scoredReviews": 14,
      "format": "self_serve_bay",
      "chain": "Blue Grass Car Wash",
      "income": 73087
    },
    {
      "placeId": "ChIJI-HV4KL55IcRIhllYYZ2uH8",
      "title": "bp",
      "street": "2601 Williams Blvd SW",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52404",
      "lat": 41.9644635,
      "lng": -91.7066484,
      "totalScore": 4.3,
      "reviewsCount": 133,
      "scoredReviews": 8,
      "format": "inbay_automatic",
      "chain": "bp",
      "income": 61012
    },
    {
      "placeId": "ChIJYZHV_OtATSERM3x1ZeFWNPU",
      "title": "Iowa Mobile Detailing",
      "street": "1810 Driftwood Ln NE",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52402",
      "lat": 42.0474749,
      "lng": -91.6639059,
      "totalScore": 5,
      "reviewsCount": 109,
      "scoredReviews": 83,
      "format": "detail_shop",
      "chain": null,
      "income": 73087
    },
    {
      "placeId": "ChIJcwXK3FLw5IcR1vc_ayr2jJg",
      "title": "Amoco",
      "street": "380 Blairs Ferry Rd NE",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52402",
      "lat": 42.0349797,
      "lng": -91.6381959,
      "totalScore": 4.5,
      "reviewsCount": 35,
      "scoredReviews": 17,
      "format": "inbay_automatic",
      "chain": "bp",
      "income": 73087
    },
    {
      "placeId": "ChIJjyCQq-Hz5IcRGuv2KAIpaqE",
      "title": "Detailing Experts",
      "street": "842 Vernon Valley Dr",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52403",
      "lat": 41.977241,
      "lng": -91.5530175,
      "totalScore": 4.9,
      "reviewsCount": 28,
      "scoredReviews": 26,
      "format": "detail_shop",
      "chain": null,
      "income": 114174
    },
    {
      "placeId": "ChIJWSRSaY3x5IcR3jgsbYOQBzU",
      "title": "Red Line Detailing",
      "street": "2020 N Towne Ln NE",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52402",
      "lat": 42.0332743,
      "lng": -91.6692418,
      "totalScore": 5,
      "reviewsCount": 23,
      "scoredReviews": 21,
      "format": "detail_shop",
      "chain": null,
      "income": 73087
    },
    {
      "placeId": "ChIJc4LgJT4JZ6cRCUADY0QE584",
      "title": "Premier Auto Detailing, LLC",
      "street": "2109 N Towne Ln NE Suite F",
      "city": "Cedar Rapids",
      "state": "IA",
      "zip": "52402",
      "lat": 42.0319215,
      "lng": -91.6709787,
      "totalScore": 5,
      "reviewsCount": 10,
      "scoredReviews": 10,
      "format": "detail_shop",
      "chain": null,
      "income": 73087
    }
  ]
}