{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/st-cloud-mn.json",
  "humanUrl": "https://washindex.com/car-wash-cities/st-cloud-mn",
  "msaApiUrl": "https://washindex.com/api/msas/st-cloud.json",
  "msaHumanUrl": "https://washindex.com/car-wash-markets/st-cloud",
  "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": "st-cloud-mn",
  "name": "St Cloud",
  "state": "MN",
  "msa": {
    "slug": "st-cloud",
    "name": "St. Cloud",
    "fullName": "St. Cloud, MN"
  },
  "generatedAt": "2026-05-22T14:27:35.101Z",
  "summary": {
    "totalLocations": 15,
    "totalChains": 5,
    "independentLocationCount": 8,
    "totalReviews": 2384,
    "scoredReviews": 748,
    "weightedAvgRating": 4.29261744966443,
    "damageRate": 0.045454545454545456,
    "membershipMentionRate": 0.0481283422459893,
    "membershipCancellationRate": 0.1388888888888889,
    "upsellPressureRate": 0.0066844919786096255,
    "zipsWithIncomeData": 3,
    "medianHouseholdIncomeWeighted": 57926
  },
  "aspectScores": {
    "price": 0.21551724137931033,
    "wait_time": 0.391304347826087,
    "result_quality": 0.7298850574712644,
    "staff": 0.7713675213675214,
    "equipment_working": -0.6111111111111112,
    "cleanliness_of_facility": 0.7142857142857143,
    "membership_value": 0.42857142857142855
  },
  "formatStats": [
    {
      "format": "detail_shop",
      "locationCount": 7,
      "reviewsCount": 762,
      "scoredReviews": 435,
      "avgRating": 4.514173228346456,
      "damageRate": 0.016091954022988506,
      "cancellationRate": null
    },
    {
      "format": "express_tunnel",
      "locationCount": 4,
      "reviewsCount": 1150,
      "scoredReviews": 257,
      "avgRating": 4.253478260869565,
      "damageRate": 0.10505836575875487,
      "cancellationRate": 0.1388888888888889
    },
    {
      "format": "self_serve_bay",
      "locationCount": 2,
      "reviewsCount": 408,
      "scoredReviews": 39,
      "avgRating": 4.070343137254902,
      "damageRate": 0,
      "cancellationRate": null
    },
    {
      "format": "inbay_automatic",
      "locationCount": 2,
      "reviewsCount": 64,
      "scoredReviews": 17,
      "avgRating": 3.7749999999999995,
      "damageRate": 0,
      "cancellationRate": null
    }
  ],
  "chainsRanked": [
    {
      "name": "Mister Car Wash",
      "locationCount": 3,
      "reviewsCount": 801,
      "scoredReviews": 177,
      "avgRating": 4.233208489388265,
      "damageRate": 0.07344632768361582,
      "cancellationRate": 0.08333333333333333,
      "membershipMentionRate": 0.13559322033898305,
      "upsellPressureRate": 0.005649717514124294,
      "aspectScores": {
        "price": -0.3,
        "wait_time": 0.875,
        "result_quality": 0.44761904761904764,
        "staff": 0.5980392156862745,
        "equipment_working": -0.875,
        "cleanliness_of_facility": 0.2,
        "membership_value": 0.5
      }
    },
    {
      "name": "AM PM WASH",
      "locationCount": 1,
      "reviewsCount": 139,
      "scoredReviews": 14,
      "avgRating": 4.4,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.42857142857142855,
        "wait_time": 1,
        "result_quality": 0.5,
        "staff": 1,
        "equipment_working": 0.3333333333333333,
        "cleanliness_of_facility": 1,
        "membership_value": null
      }
    },
    {
      "name": "Holiday Stationstores",
      "locationCount": 1,
      "reviewsCount": 38,
      "scoredReviews": 13,
      "avgRating": 4.1,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -1,
        "wait_time": -1,
        "result_quality": null,
        "staff": 0.6666666666666666,
        "equipment_working": null,
        "cleanliness_of_facility": 0.5,
        "membership_value": null
      }
    },
    {
      "name": "Sok's Rapid Car Wash",
      "locationCount": 1,
      "reviewsCount": 269,
      "scoredReviews": 25,
      "avgRating": 3.8999999999999995,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -0.2857142857142857,
        "wait_time": -1,
        "result_quality": 0.16666666666666666,
        "staff": 1,
        "equipment_working": -0.25,
        "cleanliness_of_facility": 1,
        "membership_value": null
      }
    },
    {
      "name": "Crew Carwash",
      "locationCount": 1,
      "reviewsCount": 349,
      "scoredReviews": 80,
      "avgRating": 4.3,
      "damageRate": 0.175,
      "cancellationRate": 0.25,
      "membershipMentionRate": 0.15,
      "upsellPressureRate": 0.0375,
      "aspectScores": {
        "price": 0,
        "wait_time": 1,
        "result_quality": 0.25862068965517243,
        "staff": 0.5319148936170213,
        "equipment_working": -0.7777777777777778,
        "cleanliness_of_facility": 1,
        "membership_value": 0.3333333333333333
      }
    }
  ],
  "zips": [
    {
      "zip": "56301",
      "income": 77983,
      "population": 33684,
      "homeValue": null,
      "locationCount": 7,
      "reviewsCount": 1303,
      "totalScoreWeighted": 5627.9,
      "avgRating": 4.319186492709132,
      "formats": {
        "self_serve_bay": 1,
        "inbay_automatic": 2,
        "detail_shop": 2,
        "express_tunnel": 2
      }
    },
    {
      "zip": "56303",
      "income": 57793,
      "population": 29295,
      "homeValue": null,
      "locationCount": 5,
      "reviewsCount": 916,
      "totalScoreWeighted": 3907.8999999999996,
      "avgRating": 4.266266375545851,
      "formats": {
        "detail_shop": 3,
        "self_serve_bay": 1,
        "express_tunnel": 1
      }
    },
    {
      "zip": "56304",
      "income": 57926,
      "population": 16569,
      "homeValue": null,
      "locationCount": 3,
      "reviewsCount": 165,
      "totalScoreWeighted": 697.8,
      "avgRating": 4.229090909090909,
      "formats": {
        "detail_shop": 2,
        "express_tunnel": 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": 8,
      "reviewsCount": 1081,
      "totalScoreWeighted": 4605.7,
      "avgRating": 4.26059204440333,
      "formats": {
        "detail_shop": 5,
        "self_serve_bay": 1,
        "express_tunnel": 2
      }
    },
    {
      "label": "$75K – $100K",
      "min": 75000,
      "max": 100000,
      "zips": 1,
      "locations": 7,
      "reviewsCount": 1303,
      "totalScoreWeighted": 5627.9,
      "avgRating": 4.319186492709132,
      "formats": {
        "self_serve_bay": 1,
        "inbay_automatic": 2,
        "detail_shop": 2,
        "express_tunnel": 2
      }
    },
    {
      "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": "ChIJMfMR5glhtFIRf147czPDqRk",
      "title": "Endless Restyling, LLc",
      "city": "St Cloud",
      "zip": "56304",
      "rating": 5,
      "reviewsCount": 17,
      "income": 57926,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJS94VPXhftFIR4sAyaUzzYkQ",
      "title": "PureDetail",
      "city": "St Cloud",
      "zip": "56303",
      "rating": 5,
      "reviewsCount": 12,
      "income": 57793,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJA3tf3VX1tFIRiv_FNKZjS5Q",
      "title": "AM PM WASH & NOAH'S PET WASH",
      "city": "St Cloud",
      "zip": "56301",
      "rating": 4.4,
      "reviewsCount": 139,
      "income": 77983,
      "format": "self_serve_bay",
      "chain": "AM PM WASH"
    },
    {
      "placeId": "ChIJtYfunNX1tFIRkVNTbucATlg",
      "title": "Holiday Stationstores",
      "city": "St Cloud",
      "zip": "56301",
      "rating": 4.1,
      "reviewsCount": 38,
      "income": 77983,
      "format": "inbay_automatic",
      "chain": "Holiday Stationstores"
    },
    {
      "placeId": "ChIJOX9GR071tFIRftae-cKS5Pk",
      "title": "Federated Co-ops - St. Cloud Cenex",
      "city": "St Cloud",
      "zip": "56301",
      "rating": 3.3,
      "reviewsCount": 26,
      "income": 77983,
      "format": "inbay_automatic",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ_8gu5pdhtFIRgeG5G2i8-v8",
      "title": "MD truck wash & service",
      "city": "St Cloud",
      "zip": "56304",
      "rating": 4,
      "reviewsCount": 96,
      "income": 57926,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJj5JkOXCwhqQRUj0U1QY20kw",
      "title": "Stay Clean Detailing",
      "city": "St Cloud",
      "zip": "56301",
      "rating": 5,
      "reviewsCount": 107,
      "income": 77983,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJcRxUWiBftFIRLDOatJXGtbE",
      "title": "Dirty Details Interior Spa",
      "city": "St Cloud",
      "zip": "56301",
      "rating": 4.8,
      "reviewsCount": 57,
      "income": 77983,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ_c04Lq9ftFIRimJJb1-N-7c",
      "title": "St. Cloud Quick Lube and Detail Center",
      "city": "St Cloud",
      "zip": "56303",
      "rating": 4.1,
      "reviewsCount": 292,
      "income": 57793,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJAQeCi0xetFIR5VTYuKiHfcE",
      "title": "Sok's Rapid Car Wash",
      "city": "St Cloud",
      "zip": "56303",
      "rating": 3.9,
      "reviewsCount": 269,
      "income": 57793,
      "format": "self_serve_bay",
      "chain": "Sok's Rapid Car Wash"
    },
    {
      "placeId": "ChIJAVzaiONhtFIRmhtL0P2jn3U",
      "title": "Mister Car Wash",
      "city": "St Cloud",
      "zip": "56304",
      "rating": 4.4,
      "reviewsCount": 52,
      "income": 57926,
      "format": "express_tunnel",
      "chain": "Mister Car Wash"
    },
    {
      "placeId": "ChIJ3XAXSa9ftFIRFxQ0y0hEwpo",
      "title": "Mister Car Wash",
      "city": "St Cloud",
      "zip": "56301",
      "rating": 4.2,
      "reviewsCount": 587,
      "income": 77983,
      "format": "express_tunnel",
      "chain": "Mister Car Wash"
    },
    {
      "placeId": "ChIJ8SrHZJ9ftFIRJvxcOaExeMs",
      "title": "Mister Car Wash",
      "city": "St Cloud",
      "zip": "56303",
      "rating": 4.3,
      "reviewsCount": 162,
      "income": 57793,
      "format": "express_tunnel",
      "chain": "Mister Car Wash"
    },
    {
      "placeId": "ChIJrQm6TlBftFIRWmmIrGq3KDk",
      "title": "Crew Carwash",
      "city": "St Cloud",
      "zip": "56301",
      "rating": 4.3,
      "reviewsCount": 349,
      "income": 77983,
      "format": "express_tunnel",
      "chain": "Crew Carwash"
    },
    {
      "placeId": "ChIJz0UJ_4tBtUcRK-ESLIlfnNQ",
      "title": "Pristine Whips Detailing & Property Care",
      "city": "St Cloud",
      "zip": "56303",
      "rating": 5,
      "reviewsCount": 181,
      "income": 57793,
      "format": "detail_shop",
      "chain": "Independent"
    }
  ],
  "places": [
    {
      "placeId": "ChIJ3XAXSa9ftFIRFxQ0y0hEwpo",
      "title": "Mister Car Wash",
      "street": "3104 W Division St",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56301",
      "lat": 45.552825,
      "lng": -94.1964197,
      "totalScore": 4.2,
      "reviewsCount": 587,
      "scoredReviews": 53,
      "format": "express_tunnel",
      "chain": "Mister Car Wash",
      "income": 77983
    },
    {
      "placeId": "ChIJrQm6TlBftFIRWmmIrGq3KDk",
      "title": "Crew Carwash",
      "street": "4118 W Division St",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56301",
      "lat": 45.5530378,
      "lng": -94.2099575,
      "totalScore": 4.3,
      "reviewsCount": 349,
      "scoredReviews": 80,
      "format": "express_tunnel",
      "chain": "Crew Carwash",
      "income": 77983
    },
    {
      "placeId": "ChIJ_c04Lq9ftFIRimJJb1-N-7c",
      "title": "St. Cloud Quick Lube and Detail Center",
      "street": "18 32nd Ave N",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56303",
      "lat": 45.5539813,
      "lng": -94.1966077,
      "totalScore": 4.1,
      "reviewsCount": 292,
      "scoredReviews": 55,
      "format": "detail_shop",
      "chain": null,
      "income": 57793
    },
    {
      "placeId": "ChIJAQeCi0xetFIR5VTYuKiHfcE",
      "title": "Sok's Rapid Car Wash",
      "street": "2550 7th St N",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56303",
      "lat": 45.563895,
      "lng": -94.1888681,
      "totalScore": 3.9,
      "reviewsCount": 269,
      "scoredReviews": 25,
      "format": "self_serve_bay",
      "chain": "Sok's Rapid Car Wash",
      "income": 57793
    },
    {
      "placeId": "ChIJz0UJ_4tBtUcRK-ESLIlfnNQ",
      "title": "Pristine Whips Detailing & Property Care",
      "street": "2908 3rd St N",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56303",
      "lat": 45.5584205,
      "lng": -94.193606,
      "totalScore": 5,
      "reviewsCount": 181,
      "scoredReviews": 162,
      "format": "detail_shop",
      "chain": null,
      "income": 57793
    },
    {
      "placeId": "ChIJ8SrHZJ9ftFIRJvxcOaExeMs",
      "title": "Mister Car Wash",
      "street": "1604 Crossing Lp",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56303",
      "lat": 45.597448,
      "lng": -94.192656,
      "totalScore": 4.3,
      "reviewsCount": 162,
      "scoredReviews": 89,
      "format": "express_tunnel",
      "chain": "Mister Car Wash",
      "income": 57793
    },
    {
      "placeId": "ChIJA3tf3VX1tFIRiv_FNKZjS5Q",
      "title": "AM PM WASH & NOAH'S PET WASH",
      "street": "2759 Clearwater Rd",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56301",
      "lat": 45.5239646,
      "lng": -94.1598368,
      "totalScore": 4.4,
      "reviewsCount": 139,
      "scoredReviews": 14,
      "format": "self_serve_bay",
      "chain": "AM PM WASH",
      "income": 77983
    },
    {
      "placeId": "ChIJj5JkOXCwhqQRUj0U1QY20kw",
      "title": "Stay Clean Detailing",
      "street": "3423 Co Rd 74 Unit 4",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56301",
      "lat": 45.5123896,
      "lng": -94.2207258,
      "totalScore": 5,
      "reviewsCount": 107,
      "scoredReviews": 98,
      "format": "detail_shop",
      "chain": null,
      "income": 77983
    },
    {
      "placeId": "ChIJ_8gu5pdhtFIRgeG5G2i8-v8",
      "title": "MD truck wash & service",
      "street": "585 Franklin Ave NE",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56304",
      "lat": 45.5742747,
      "lng": -94.1472596,
      "totalScore": 4,
      "reviewsCount": 96,
      "scoredReviews": 53,
      "format": "detail_shop",
      "chain": null,
      "income": 57926
    },
    {
      "placeId": "ChIJcRxUWiBftFIRLDOatJXGtbE",
      "title": "Dirty Details Interior Spa",
      "street": "3337 W St Germain St",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56301",
      "lat": 45.5437157,
      "lng": -94.1991214,
      "totalScore": 4.8,
      "reviewsCount": 57,
      "scoredReviews": 41,
      "format": "detail_shop",
      "chain": null,
      "income": 77983
    },
    {
      "placeId": "ChIJAVzaiONhtFIRmhtL0P2jn3U",
      "title": "Mister Car Wash",
      "street": "222 Lincoln Ave SE",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56304",
      "lat": 45.5655213,
      "lng": -94.1431598,
      "totalScore": 4.4,
      "reviewsCount": 52,
      "scoredReviews": 35,
      "format": "express_tunnel",
      "chain": "Mister Car Wash",
      "income": 57926
    },
    {
      "placeId": "ChIJtYfunNX1tFIRkVNTbucATlg",
      "title": "Holiday Stationstores",
      "street": "4255 Roosevelt Rd",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56301",
      "lat": 45.4962112,
      "lng": -94.1515181,
      "totalScore": 4.1,
      "reviewsCount": 38,
      "scoredReviews": 13,
      "format": "inbay_automatic",
      "chain": "Holiday Stationstores",
      "income": 77983
    },
    {
      "placeId": "ChIJOX9GR071tFIRftae-cKS5Pk",
      "title": "Federated Co-ops - St. Cloud Cenex",
      "street": "1030 33rd St S",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56301",
      "lat": 45.5144462,
      "lng": -94.161077,
      "totalScore": 3.3,
      "reviewsCount": 26,
      "scoredReviews": 4,
      "format": "inbay_automatic",
      "chain": null,
      "income": 77983
    },
    {
      "placeId": "ChIJMfMR5glhtFIRf147czPDqRk",
      "title": "Endless Restyling, LLc",
      "street": "409 2nd St SE",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56304",
      "lat": 45.5633578,
      "lng": -94.1503733,
      "totalScore": 5,
      "reviewsCount": 17,
      "scoredReviews": 17,
      "format": "detail_shop",
      "chain": null,
      "income": 57926
    },
    {
      "placeId": "ChIJS94VPXhftFIR4sAyaUzzYkQ",
      "title": "PureDetail",
      "street": "1783 Wildwood Rd",
      "city": "St Cloud",
      "state": "MN",
      "zip": "56303",
      "lat": 45.5800565,
      "lng": -94.2439736,
      "totalScore": 5,
      "reviewsCount": 12,
      "scoredReviews": 9,
      "format": "detail_shop",
      "chain": null,
      "income": 57793
    }
  ]
}