{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/kalamazoo-mi.json",
  "humanUrl": "https://washindex.com/car-wash-cities/kalamazoo-mi",
  "msaApiUrl": "https://washindex.com/api/msas/kalamazoo.json",
  "msaHumanUrl": "https://washindex.com/car-wash-markets/kalamazoo",
  "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": "kalamazoo-mi",
  "name": "Kalamazoo",
  "state": "MI",
  "msa": {
    "slug": "kalamazoo",
    "name": "Kalamazoo",
    "fullName": "Kalamazoo-Portage, MI"
  },
  "generatedAt": "2026-05-22T14:12:42.931Z",
  "summary": {
    "totalLocations": 23,
    "totalChains": 9,
    "independentLocationCount": 8,
    "totalReviews": 3513,
    "scoredReviews": 580,
    "weightedAvgRating": 4.3333902647309985,
    "damageRate": 0.022413793103448276,
    "membershipMentionRate": 0.08620689655172414,
    "membershipCancellationRate": 0.12,
    "upsellPressureRate": 0.005172413793103448,
    "zipsWithIncomeData": 5,
    "medianHouseholdIncomeWeighted": 55870
  },
  "aspectScores": {
    "price": 0.5490196078431373,
    "wait_time": 0.8095238095238095,
    "result_quality": 0.7167070217917676,
    "staff": 0.8333333333333334,
    "equipment_working": -0.6875,
    "cleanliness_of_facility": 0.0967741935483871,
    "membership_value": 0.5675675675675675
  },
  "formatStats": [
    {
      "format": "detail_shop",
      "locationCount": 9,
      "reviewsCount": 855,
      "scoredReviews": 299,
      "avgRating": 4.6345029239766085,
      "damageRate": 0.006688963210702341,
      "cancellationRate": null
    },
    {
      "format": "inbay_automatic",
      "locationCount": 8,
      "reviewsCount": 1108,
      "scoredReviews": 87,
      "avgRating": 4.01173285198556,
      "damageRate": 0,
      "cancellationRate": 0
    },
    {
      "format": "express_tunnel",
      "locationCount": 5,
      "reviewsCount": 1437,
      "scoredReviews": 180,
      "avgRating": 4.389144050104384,
      "damageRate": 0.06111111111111111,
      "cancellationRate": 0.13043478260869565
    },
    {
      "format": "full_service",
      "locationCount": 1,
      "reviewsCount": 113,
      "scoredReviews": 14,
      "avgRating": 4.5,
      "damageRate": 0,
      "cancellationRate": 0
    }
  ],
  "chainsRanked": [
    {
      "name": "Ric & Stan's Carwash Inc.",
      "locationCount": 3,
      "reviewsCount": 1007,
      "scoredReviews": 137,
      "avgRating": 4.469910625620655,
      "damageRate": 0.08029197080291971,
      "cancellationRate": 0.10256410256410256,
      "membershipMentionRate": 0.2846715328467153,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.6551724137931034,
        "wait_time": 0.9090909090909091,
        "result_quality": 0.5376344086021505,
        "staff": 0.7254901960784313,
        "equipment_working": -0.625,
        "cleanliness_of_facility": 0.3333333333333333,
        "membership_value": 0.6129032258064516
      }
    },
    {
      "name": "Shell",
      "locationCount": 3,
      "reviewsCount": 337,
      "scoredReviews": 24,
      "avgRating": 3.9394658753709195,
      "damageRate": 0,
      "cancellationRate": 0,
      "membershipMentionRate": 0.041666666666666664,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0,
        "wait_time": null,
        "result_quality": 1,
        "staff": 0.5,
        "equipment_working": null,
        "cleanliness_of_facility": 0.2,
        "membership_value": null
      }
    },
    {
      "name": "Xtreme Clean Auto Wash",
      "locationCount": 2,
      "reviewsCount": 481,
      "scoredReviews": 29,
      "avgRating": 4.1471933471933475,
      "damageRate": 0,
      "cancellationRate": 0,
      "membershipMentionRate": 0.06896551724137931,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.2,
        "wait_time": 0,
        "result_quality": 0.42105263157894735,
        "staff": 1,
        "equipment_working": -1,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    },
    {
      "name": "Bob & Kay's Auto Wash",
      "locationCount": 2,
      "reviewsCount": 430,
      "scoredReviews": 43,
      "avgRating": 4.2,
      "damageRate": 0,
      "cancellationRate": 0.2857142857142857,
      "membershipMentionRate": 0.16279069767441862,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.6363636363636364,
        "wait_time": 1,
        "result_quality": 0.20833333333333334,
        "staff": 0.2,
        "equipment_working": -0.5,
        "cleanliness_of_facility": 1,
        "membership_value": 0.3333333333333333
      }
    },
    {
      "name": "Great Lakes Chemical",
      "locationCount": 1,
      "reviewsCount": 123,
      "scoredReviews": 27,
      "avgRating": 4.5,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0.037037037037037035,
      "aspectScores": {
        "price": 0,
        "wait_time": 1,
        "result_quality": 0.6111111111111112,
        "staff": 0.6,
        "equipment_working": null,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    },
    {
      "name": "Shiny Brite Car Wash & Detail Center",
      "locationCount": 1,
      "reviewsCount": 174,
      "scoredReviews": 12,
      "avgRating": 3.8,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.5,
        "wait_time": -1,
        "result_quality": -0.4,
        "staff": null,
        "equipment_working": -0.42857142857142855,
        "cleanliness_of_facility": 0.3333333333333333,
        "membership_value": null
      }
    },
    {
      "name": "Autobath America",
      "locationCount": 1,
      "reviewsCount": 54,
      "scoredReviews": 17,
      "avgRating": 2.3,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -0.3333333333333333,
        "wait_time": null,
        "result_quality": -0.8333333333333334,
        "staff": -1,
        "equipment_working": -0.9375,
        "cleanliness_of_facility": -1,
        "membership_value": null
      }
    },
    {
      "name": "Phillips 66",
      "locationCount": 1,
      "reviewsCount": 212,
      "scoredReviews": 9,
      "avgRating": 4.2,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -1,
        "wait_time": null,
        "result_quality": null,
        "staff": 1,
        "equipment_working": null,
        "cleanliness_of_facility": 1,
        "membership_value": null
      }
    },
    {
      "name": "Johnny's Markets",
      "locationCount": 1,
      "reviewsCount": 24,
      "scoredReviews": 8,
      "avgRating": 4.5,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -1,
        "wait_time": null,
        "result_quality": null,
        "staff": 1,
        "equipment_working": null,
        "cleanliness_of_facility": 1,
        "membership_value": null
      }
    }
  ],
  "zips": [
    {
      "zip": "49009",
      "income": 105061,
      "population": 47208,
      "homeValue": null,
      "locationCount": 9,
      "reviewsCount": 1808,
      "totalScoreWeighted": 8038.099999999999,
      "avgRating": 4.4458517699115045,
      "formats": {
        "inbay_automatic": 3,
        "detail_shop": 4,
        "express_tunnel": 2
      }
    },
    {
      "zip": "49001",
      "income": 48408,
      "population": 20475,
      "homeValue": null,
      "locationCount": 5,
      "reviewsCount": 504,
      "totalScoreWeighted": 2119.7,
      "avgRating": 4.205753968253968,
      "formats": {
        "express_tunnel": 1,
        "full_service": 1,
        "detail_shop": 2,
        "inbay_automatic": 1
      }
    },
    {
      "zip": "49006",
      "income": 55870,
      "population": 20790,
      "homeValue": null,
      "locationCount": 4,
      "reviewsCount": 469,
      "totalScoreWeighted": 1936.1000000000001,
      "avgRating": 4.128144989339019,
      "formats": {
        "detail_shop": 2,
        "inbay_automatic": 2
      }
    },
    {
      "zip": "49048",
      "income": 55137,
      "population": 24234,
      "homeValue": null,
      "locationCount": 3,
      "reviewsCount": 398,
      "totalScoreWeighted": 1630.9,
      "avgRating": 4.0977386934673365,
      "formats": {
        "express_tunnel": 1,
        "inbay_automatic": 2
      }
    },
    {
      "zip": "49008",
      "income": 92645,
      "population": 15708,
      "homeValue": null,
      "locationCount": 2,
      "reviewsCount": 334,
      "totalScoreWeighted": 1498.4,
      "avgRating": 4.48622754491018,
      "formats": {
        "detail_shop": 1,
        "express_tunnel": 1
      }
    }
  ],
  "incomeBuckets": [
    {
      "label": "Under $50K",
      "min": 0,
      "max": 50000,
      "zips": 1,
      "locations": 5,
      "reviewsCount": 504,
      "totalScoreWeighted": 2119.7,
      "avgRating": 4.205753968253968,
      "formats": {
        "express_tunnel": 1,
        "full_service": 1,
        "detail_shop": 2,
        "inbay_automatic": 1
      }
    },
    {
      "label": "$50K – $75K",
      "min": 50000,
      "max": 75000,
      "zips": 2,
      "locations": 7,
      "reviewsCount": 867,
      "totalScoreWeighted": 3567,
      "avgRating": 4.114186851211072,
      "formats": {
        "detail_shop": 2,
        "inbay_automatic": 4,
        "express_tunnel": 1
      }
    },
    {
      "label": "$75K – $100K",
      "min": 75000,
      "max": 100000,
      "zips": 1,
      "locations": 2,
      "reviewsCount": 334,
      "totalScoreWeighted": 1498.4,
      "avgRating": 4.48622754491018,
      "formats": {
        "detail_shop": 1,
        "express_tunnel": 1
      }
    },
    {
      "label": "$100K – $150K",
      "min": 100000,
      "max": 150000,
      "zips": 1,
      "locations": 9,
      "reviewsCount": 1808,
      "totalScoreWeighted": 8038.099999999999,
      "avgRating": 4.4458517699115045,
      "formats": {
        "inbay_automatic": 3,
        "detail_shop": 4,
        "express_tunnel": 2
      }
    },
    {
      "label": "$150K+",
      "min": 150000,
      "max": null,
      "zips": 0,
      "locations": 0,
      "reviewsCount": 0,
      "totalScoreWeighted": 0,
      "avgRating": 0,
      "formats": {}
    }
  ],
  "scatter": [
    {
      "placeId": "ChIJ3QkJvkt3F4gRnpW56ypXd1k",
      "title": "Xtreme Clean Auto Wash",
      "city": "Kalamazoo",
      "zip": "49009",
      "rating": 4.2,
      "reviewsCount": 227,
      "income": 105061,
      "format": "inbay_automatic",
      "chain": "Xtreme Clean Auto Wash"
    },
    {
      "placeId": "ChIJX-2uKy13F4gR68Q3H_v5i9A",
      "title": "Fresh Coast Auto Detail",
      "city": "Kalamazoo",
      "zip": "49009",
      "rating": 4.7,
      "reviewsCount": 34,
      "income": 105061,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJT79QDoicF4gRHNDGn1bvkeg",
      "title": "Sparkle Buggy Car Wash",
      "city": "Kalamazoo",
      "zip": "49001",
      "rating": 4,
      "reviewsCount": 123,
      "income": 48408,
      "format": "express_tunnel",
      "chain": "Ric & Stan's Carwash Inc."
    },
    {
      "placeId": "ChIJ61ih9QJ3F4gRjv6niF4v0kk",
      "title": "Great Lakes Chemical Services, LLC",
      "city": "Kalamazoo",
      "zip": "49006",
      "rating": 4.5,
      "reviewsCount": 123,
      "income": 55870,
      "format": "detail_shop",
      "chain": "Great Lakes Chemical"
    },
    {
      "placeId": "ChIJkWZmoEqcF4gRlO3xpY-0Hko",
      "title": "Milwood Auto Wash",
      "city": "Kalamazoo",
      "zip": "49001",
      "rating": 4.5,
      "reviewsCount": 113,
      "income": 48408,
      "format": "full_service",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJAfa-U6WdF4gRz6SAs9AaV9s",
      "title": "Shiny Brite Car Wash & Detail Center",
      "city": "Kalamazoo",
      "zip": "49001",
      "rating": 3.8,
      "reviewsCount": 174,
      "income": 48408,
      "format": "detail_shop",
      "chain": "Shiny Brite Car Wash & Detail Center"
    },
    {
      "placeId": "ChIJGfRNi0iDF4gRBMLw35GIsOg",
      "title": "Bob & Kay's Auto Wash",
      "city": "Kalamazoo",
      "zip": "49048",
      "rating": 4.2,
      "reviewsCount": 93,
      "income": 55137,
      "format": "express_tunnel",
      "chain": "Bob & Kay's Auto Wash"
    },
    {
      "placeId": "ChIJHRSy1QqdF4gRp-px8jN3AD4",
      "title": "Pitstop Detailing",
      "city": "Kalamazoo",
      "zip": "49008",
      "rating": 5,
      "reviewsCount": 48,
      "income": 92645,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJgbIfufXIsmsRLa9lF2aRBm0",
      "title": "K-Town Detailing",
      "city": "Kalamazoo",
      "zip": "49001",
      "rating": 5,
      "reviewsCount": 70,
      "income": 48408,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ-6cj5Up3F4gRWj59XgyoPWw",
      "title": "Ric & Stan's Carwash Inc.",
      "city": "Kalamazoo",
      "zip": "49009",
      "rating": 4.6,
      "reviewsCount": 598,
      "income": 105061,
      "format": "express_tunnel",
      "chain": "Ric & Stan's Carwash Inc."
    },
    {
      "placeId": "ChIJ2ZCCz-Z2F4gRvoOCVwd69uo",
      "title": "Bob & Kay's Auto Wash",
      "city": "Kalamazoo",
      "zip": "49009",
      "rating": 4.2,
      "reviewsCount": 337,
      "income": 105061,
      "format": "express_tunnel",
      "chain": "Bob & Kay's Auto Wash"
    },
    {
      "placeId": "ChIJP9xX-0h1F4gRB7UiFHiwsqg",
      "title": "TDS The Detail Shop (Mobile Car Detailing and Low Moisture Carpet Cleaning)",
      "city": "Kalamazoo",
      "zip": "49009",
      "rating": 5,
      "reviewsCount": 265,
      "income": 105061,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJAY8q2aGEF4gR8ufeHaAyx6k",
      "title": "Xtreme Clean Auto Wash",
      "city": "Kalamazoo",
      "zip": "49048",
      "rating": 4.1,
      "reviewsCount": 254,
      "income": 55137,
      "format": "inbay_automatic",
      "chain": "Xtreme Clean Auto Wash"
    },
    {
      "placeId": "ChIJi4tqRlN2F4gRlXERmnT6zJA",
      "title": "Ric & Stan's Carwash Inc.",
      "city": "Kalamazoo",
      "zip": "49008",
      "rating": 4.4,
      "reviewsCount": 286,
      "income": 92645,
      "format": "express_tunnel",
      "chain": "Ric & Stan's Carwash Inc."
    },
    {
      "placeId": "ChIJL2Rf2AR3F4gRkHZgrqFUXZ8",
      "title": "Domain Appearance Center",
      "city": "Kalamazoo",
      "zip": "49009",
      "rating": 5,
      "reviewsCount": 25,
      "income": 105061,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ-V4qB-B3F4gR4m7soGQ9liY",
      "title": "Autobath America",
      "city": "Kalamazoo",
      "zip": "49006",
      "rating": 2.3,
      "reviewsCount": 54,
      "income": 55870,
      "format": "inbay_automatic",
      "chain": "Autobath America"
    },
    {
      "placeId": "ChIJK_-cn-Pr76ARvNWxbJsjsuo",
      "title": "Jackson Detailing",
      "city": "Kalamazoo",
      "zip": "49009",
      "rating": 5,
      "reviewsCount": 36,
      "income": 105061,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJyU_3f1-DF4gR9Y4gPb4_go8",
      "title": "Shell",
      "city": "Kalamazoo",
      "zip": "49048",
      "rating": 3.9,
      "reviewsCount": 51,
      "income": 55137,
      "format": "inbay_automatic",
      "chain": "Shell"
    },
    {
      "placeId": "ChIJ245e1-Z2F4gRVhhpxPdIa-g",
      "title": "Shell",
      "city": "Kalamazoo",
      "zip": "49009",
      "rating": 4,
      "reviewsCount": 133,
      "income": 105061,
      "format": "inbay_automatic",
      "chain": "Shell"
    },
    {
      "placeId": "ChIJLYcj3XN3F4gREuZ78g_vmnw",
      "title": "Shell",
      "city": "Kalamazoo",
      "zip": "49009",
      "rating": 3.9,
      "reviewsCount": 153,
      "income": 105061,
      "format": "inbay_automatic",
      "chain": "Shell"
    },
    {
      "placeId": "ChIJl_qjYCZ4F4gRuySjltHxJY4",
      "title": "Phillips 66",
      "city": "Kalamazoo",
      "zip": "49006",
      "rating": 4.2,
      "reviewsCount": 212,
      "income": 55870,
      "format": "inbay_automatic",
      "chain": "Phillips 66"
    },
    {
      "placeId": "ChIJ6fO_lF-dF4gRWSzezhbCkcY",
      "title": "Johnny's Markets",
      "city": "Kalamazoo",
      "zip": "49001",
      "rating": 4.5,
      "reviewsCount": 24,
      "income": 48408,
      "format": "inbay_automatic",
      "chain": "Johnny's Markets"
    },
    {
      "placeId": "ChIJhzS0jtp3F4gRDNRUMGGyJTQ",
      "title": "WavyJTints, LLC",
      "city": "Kalamazoo",
      "zip": "49006",
      "rating": 4.6,
      "reviewsCount": 80,
      "income": 55870,
      "format": "detail_shop",
      "chain": "Independent"
    }
  ],
  "places": [
    {
      "placeId": "ChIJ-6cj5Up3F4gRWj59XgyoPWw",
      "title": "Ric & Stan's Carwash Inc.",
      "street": "6775 W Main St",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49009",
      "lat": 42.2950529,
      "lng": -85.6827531,
      "totalScore": 4.6,
      "reviewsCount": 598,
      "scoredReviews": 80,
      "format": "express_tunnel",
      "chain": "Ric & Stan's Carwash Inc.",
      "income": 105061
    },
    {
      "placeId": "ChIJ2ZCCz-Z2F4gRvoOCVwd69uo",
      "title": "Bob & Kay's Auto Wash",
      "street": "5680 Stadium Dr",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49009",
      "lat": 42.2675103,
      "lng": -85.6610176,
      "totalScore": 4.2,
      "reviewsCount": 337,
      "scoredReviews": 32,
      "format": "express_tunnel",
      "chain": "Bob & Kay's Auto Wash",
      "income": 105061
    },
    {
      "placeId": "ChIJi4tqRlN2F4gRlXERmnT6zJA",
      "title": "Ric & Stan's Carwash Inc.",
      "street": "3915 Stadium Dr",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49008",
      "lat": 42.2705848,
      "lng": -85.6374883,
      "totalScore": 4.4,
      "reviewsCount": 286,
      "scoredReviews": 53,
      "format": "express_tunnel",
      "chain": "Ric & Stan's Carwash Inc.",
      "income": 92645
    },
    {
      "placeId": "ChIJP9xX-0h1F4gRB7UiFHiwsqg",
      "title": "TDS The Detail Shop (Mobile Car Detailing and Low Moisture Carpet Cleaning)",
      "street": "6115 Falabella Cir",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49009",
      "lat": 42.2066042,
      "lng": -85.6695848,
      "totalScore": 5,
      "reviewsCount": 265,
      "scoredReviews": 91,
      "format": "detail_shop",
      "chain": null,
      "income": 105061
    },
    {
      "placeId": "ChIJAY8q2aGEF4gR8ufeHaAyx6k",
      "title": "Xtreme Clean Auto Wash",
      "street": "5820 Gull Rd",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49048",
      "lat": 42.3253577,
      "lng": -85.514235,
      "totalScore": 4.1,
      "reviewsCount": 254,
      "scoredReviews": 13,
      "format": "inbay_automatic",
      "chain": "Xtreme Clean Auto Wash",
      "income": 55137
    },
    {
      "placeId": "ChIJ3QkJvkt3F4gRnpW56ypXd1k",
      "title": "Xtreme Clean Auto Wash",
      "street": "6670 W Main St",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49009",
      "lat": 42.296708,
      "lng": -85.68104,
      "totalScore": 4.2,
      "reviewsCount": 227,
      "scoredReviews": 16,
      "format": "inbay_automatic",
      "chain": "Xtreme Clean Auto Wash",
      "income": 105061
    },
    {
      "placeId": "ChIJl_qjYCZ4F4gRuySjltHxJY4",
      "title": "Phillips 66",
      "street": "3320 Ravine Rd",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49006",
      "lat": 42.3145038,
      "lng": -85.6293639,
      "totalScore": 4.2,
      "reviewsCount": 212,
      "scoredReviews": 9,
      "format": "inbay_automatic",
      "chain": "Phillips 66",
      "income": 55870
    },
    {
      "placeId": "ChIJAfa-U6WdF4gRz6SAs9AaV9s",
      "title": "Shiny Brite Car Wash & Detail Center",
      "street": "737 East Cork Street",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49001",
      "lat": 42.2599343,
      "lng": -85.5712964,
      "totalScore": 3.8,
      "reviewsCount": 174,
      "scoredReviews": 12,
      "format": "detail_shop",
      "chain": "Shiny Brite Car Wash & Detail Center",
      "income": 48408
    },
    {
      "placeId": "ChIJLYcj3XN3F4gREuZ78g_vmnw",
      "title": "Shell",
      "street": "5171 W Main St",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49009",
      "lat": 42.295884,
      "lng": -85.651807,
      "totalScore": 3.9,
      "reviewsCount": 153,
      "scoredReviews": 9,
      "format": "inbay_automatic",
      "chain": "Shell",
      "income": 105061
    },
    {
      "placeId": "ChIJ245e1-Z2F4gRVhhpxPdIa-g",
      "title": "Shell",
      "street": "5680 Stadium Dr",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49009",
      "lat": 42.267304,
      "lng": -85.661111,
      "totalScore": 4,
      "reviewsCount": 133,
      "scoredReviews": 8,
      "format": "inbay_automatic",
      "chain": "Shell",
      "income": 105061
    },
    {
      "placeId": "ChIJT79QDoicF4gRHNDGn1bvkeg",
      "title": "Sparkle Buggy Car Wash",
      "street": "2255 S Sprinkle Rd",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49001",
      "lat": 42.2680772,
      "lng": -85.5304872,
      "totalScore": 4,
      "reviewsCount": 123,
      "scoredReviews": 4,
      "format": "express_tunnel",
      "chain": "Ric & Stan's Carwash Inc.",
      "income": 48408
    },
    {
      "placeId": "ChIJ61ih9QJ3F4gRjv6niF4v0kk",
      "title": "Great Lakes Chemical Services, LLC",
      "street": "5220 W Michigan Ave",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49006",
      "lat": 42.2733725,
      "lng": -85.6528891,
      "totalScore": 4.5,
      "reviewsCount": 123,
      "scoredReviews": 27,
      "format": "detail_shop",
      "chain": "Great Lakes Chemical",
      "income": 55870
    },
    {
      "placeId": "ChIJkWZmoEqcF4gRlO3xpY-0Hko",
      "title": "Milwood Auto Wash",
      "street": "1617 Dorchester Ave",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49001",
      "lat": 42.2494236,
      "lng": -85.5593455,
      "totalScore": 4.5,
      "reviewsCount": 113,
      "scoredReviews": 14,
      "format": "full_service",
      "chain": null,
      "income": 48408
    },
    {
      "placeId": "ChIJGfRNi0iDF4gRBMLw35GIsOg",
      "title": "Bob & Kay's Auto Wash",
      "street": "5566 Gull Rd",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49048",
      "lat": 42.3240397,
      "lng": -85.5199063,
      "totalScore": 4.2,
      "reviewsCount": 93,
      "scoredReviews": 11,
      "format": "express_tunnel",
      "chain": "Bob & Kay's Auto Wash",
      "income": 55137
    },
    {
      "placeId": "ChIJhzS0jtp3F4gRDNRUMGGyJTQ",
      "title": "WavyJTints, LLC",
      "street": "929 Westmoreland Ave",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49006",
      "lat": 42.2818695,
      "lng": -85.6266517,
      "totalScore": 4.6,
      "reviewsCount": 80,
      "scoredReviews": 42,
      "format": "detail_shop",
      "chain": null,
      "income": 55870
    },
    {
      "placeId": "ChIJgbIfufXIsmsRLa9lF2aRBm0",
      "title": "K-Town Detailing",
      "street": "818 Egleston Ave",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49001",
      "lat": 42.2761889,
      "lng": -85.5693873,
      "totalScore": 5,
      "reviewsCount": 70,
      "scoredReviews": 39,
      "format": "detail_shop",
      "chain": null,
      "income": 48408
    },
    {
      "placeId": "ChIJ-V4qB-B3F4gR4m7soGQ9liY",
      "title": "Autobath America",
      "street": "240 N Drake Rd",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49006",
      "lat": 42.2943694,
      "lng": -85.6477805,
      "totalScore": 2.3,
      "reviewsCount": 54,
      "scoredReviews": 17,
      "format": "inbay_automatic",
      "chain": "Autobath America",
      "income": 55870
    },
    {
      "placeId": "ChIJyU_3f1-DF4gR9Y4gPb4_go8",
      "title": "Shell",
      "street": "5566 Gull Rd",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49048",
      "lat": 42.323752,
      "lng": -85.51998,
      "totalScore": 3.9,
      "reviewsCount": 51,
      "scoredReviews": 7,
      "format": "inbay_automatic",
      "chain": "Shell",
      "income": 55137
    },
    {
      "placeId": "ChIJHRSy1QqdF4gRp-px8jN3AD4",
      "title": "Pitstop Detailing",
      "street": "3938 S Westnedge Ave",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49008",
      "lat": 42.2516536,
      "lng": -85.590092,
      "totalScore": 5,
      "reviewsCount": 48,
      "scoredReviews": 48,
      "format": "detail_shop",
      "chain": null,
      "income": 92645
    },
    {
      "placeId": "ChIJK_-cn-Pr76ARvNWxbJsjsuo",
      "title": "Jackson Detailing",
      "street": "7697 Stadium Dr",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49009",
      "lat": 42.2533506,
      "lng": -85.7004633,
      "totalScore": 5,
      "reviewsCount": 36,
      "scoredReviews": 35,
      "format": "detail_shop",
      "chain": null,
      "income": 105061
    },
    {
      "placeId": "ChIJX-2uKy13F4gR68Q3H_v5i9A",
      "title": "Fresh Coast Auto Detail",
      "street": "6811 W KL Ave Suite A",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49009",
      "lat": 42.2809216,
      "lng": -85.6840825,
      "totalScore": 4.7,
      "reviewsCount": 34,
      "scoredReviews": 3,
      "format": "detail_shop",
      "chain": null,
      "income": 105061
    },
    {
      "placeId": "ChIJL2Rf2AR3F4gRkHZgrqFUXZ8",
      "title": "Domain Appearance Center",
      "street": "4155 S 9th St",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49009",
      "lat": 42.2501818,
      "lng": -85.6771072,
      "totalScore": 5,
      "reviewsCount": 25,
      "scoredReviews": 2,
      "format": "detail_shop",
      "chain": null,
      "income": 105061
    },
    {
      "placeId": "ChIJ6fO_lF-dF4gRWSzezhbCkcY",
      "title": "Johnny's Markets",
      "street": "107 East Cork Street",
      "city": "Kalamazoo",
      "state": "MI",
      "zip": "49001",
      "lat": 42.2598396,
      "lng": -85.5793998,
      "totalScore": 4.5,
      "reviewsCount": 24,
      "scoredReviews": 8,
      "format": "inbay_automatic",
      "chain": "Johnny's Markets",
      "income": 48408
    }
  ]
}