{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/johnson-city-tn.json",
  "humanUrl": "https://washindex.com/car-wash-cities/johnson-city-tn",
  "msaApiUrl": "https://washindex.com/api/msas/johnson-city.json",
  "msaHumanUrl": "https://washindex.com/car-wash-markets/johnson-city",
  "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": "johnson-city-tn",
  "name": "Johnson City",
  "state": "TN",
  "msa": {
    "slug": "johnson-city",
    "name": "Johnson City",
    "fullName": "Johnson City, TN"
  },
  "generatedAt": "2026-05-22T14:12:29.284Z",
  "summary": {
    "totalLocations": 11,
    "totalChains": 7,
    "independentLocationCount": 3,
    "totalReviews": 4107,
    "scoredReviews": 1366,
    "weightedAvgRating": 4.603944485025567,
    "damageRate": 0.021961932650073207,
    "membershipMentionRate": 0.10175695461200586,
    "membershipCancellationRate": 0.20863309352517986,
    "upsellPressureRate": 0.008784773060029283,
    "zipsWithIncomeData": 2,
    "medianHouseholdIncomeWeighted": 63885
  },
  "aspectScores": {
    "price": 0.323943661971831,
    "wait_time": 0.632183908045977,
    "result_quality": 0.7122093023255814,
    "staff": 0.8466195761856711,
    "equipment_working": -0.20618556701030927,
    "cleanliness_of_facility": 0.8727272727272727,
    "membership_value": 0.1
  },
  "formatStats": [
    {
      "format": "express_tunnel",
      "locationCount": 6,
      "reviewsCount": 3416,
      "scoredReviews": 1092,
      "avgRating": 4.592740046838407,
      "damageRate": 0.027472527472527472,
      "cancellationRate": 0.2116788321167883
    },
    {
      "format": "detail_shop",
      "locationCount": 3,
      "reviewsCount": 330,
      "scoredReviews": 165,
      "avgRating": 4.9769696969696975,
      "damageRate": 0,
      "cancellationRate": 0
    },
    {
      "format": "self_serve_bay",
      "locationCount": 1,
      "reviewsCount": 305,
      "scoredReviews": 103,
      "avgRating": 4.4,
      "damageRate": 0,
      "cancellationRate": null
    },
    {
      "format": "inbay_automatic",
      "locationCount": 1,
      "reviewsCount": 56,
      "scoredReviews": 6,
      "avgRating": 4.2,
      "damageRate": 0,
      "cancellationRate": null
    }
  ],
  "chainsRanked": [
    {
      "name": "Ultimate Shine Car Wash",
      "locationCount": 2,
      "reviewsCount": 1256,
      "scoredReviews": 92,
      "avgRating": 4.349044585987261,
      "damageRate": 0.11956521739130435,
      "cancellationRate": 0.375,
      "membershipMentionRate": 0.17391304347826086,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -0.3,
        "wait_time": 0,
        "result_quality": -0.05660377358490566,
        "staff": 0.2222222222222222,
        "equipment_working": -1,
        "cleanliness_of_facility": 1,
        "membership_value": -0.5
      }
    },
    {
      "name": "Wash N Roll Car Wash",
      "locationCount": 1,
      "reviewsCount": 102,
      "scoredReviews": 58,
      "avgRating": 3.1,
      "damageRate": 0.08620689655172414,
      "cancellationRate": 0.3157894736842105,
      "membershipMentionRate": 0.3275862068965517,
      "upsellPressureRate": 0.13793103448275862,
      "aspectScores": {
        "price": -0.7777777777777778,
        "wait_time": -1,
        "result_quality": -0.08571428571428572,
        "staff": 0.07692307692307693,
        "equipment_working": -0.7142857142857143,
        "cleanliness_of_facility": 1,
        "membership_value": -0.8461538461538461
      }
    },
    {
      "name": "JD Car Detailing",
      "locationCount": 1,
      "reviewsCount": 57,
      "scoredReviews": 30,
      "avgRating": 5,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 1,
        "wait_time": 1,
        "result_quality": 1,
        "staff": 1,
        "equipment_working": null,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    },
    {
      "name": "Tidal Wave Auto Spa | Car Wash",
      "locationCount": 1,
      "reviewsCount": 228,
      "scoredReviews": 150,
      "avgRating": 4.7,
      "damageRate": 0.013333333333333334,
      "cancellationRate": 0.21428571428571427,
      "membershipMentionRate": 0.18666666666666668,
      "upsellPressureRate": 0.006666666666666667,
      "aspectScores": {
        "price": 0.3333333333333333,
        "wait_time": 0.6,
        "result_quality": 0.8072289156626506,
        "staff": 0.865546218487395,
        "equipment_working": -0.2,
        "cleanliness_of_facility": 0.75,
        "membership_value": 0.1111111111111111
      }
    },
    {
      "name": "Tommy's Express® Car Wash",
      "locationCount": 1,
      "reviewsCount": 428,
      "scoredReviews": 314,
      "avgRating": 4.6,
      "damageRate": 0.03503184713375796,
      "cancellationRate": 0.09375,
      "membershipMentionRate": 0.10191082802547771,
      "upsellPressureRate": 0.0031847133757961785,
      "aspectScores": {
        "price": 0.1724137931034483,
        "wait_time": 0.4117647058823529,
        "result_quality": 0.6624203821656051,
        "staff": 0.8775510204081632,
        "equipment_working": -0.9130434782608695,
        "cleanliness_of_facility": 1,
        "membership_value": 0.3
      }
    },
    {
      "name": "Take 5 Car Wash",
      "locationCount": 1,
      "reviewsCount": 1402,
      "scoredReviews": 478,
      "avgRating": 4.9,
      "damageRate": 0.0020920502092050207,
      "cancellationRate": 0.19047619047619047,
      "membershipMentionRate": 0.08786610878661087,
      "upsellPressureRate": 0.0041841004184100415,
      "aspectScores": {
        "price": 0.5555555555555556,
        "wait_time": 0.84,
        "result_quality": 0.8186813186813187,
        "staff": 0.9320652173913043,
        "equipment_working": 0.32,
        "cleanliness_of_facility": 0.84,
        "membership_value": 0.5
      }
    },
    {
      "name": "bp",
      "locationCount": 1,
      "reviewsCount": 56,
      "scoredReviews": 6,
      "avgRating": 4.2,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": null,
        "wait_time": null,
        "result_quality": null,
        "staff": -0.3333333333333333,
        "equipment_working": null,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    }
  ],
  "zips": [
    {
      "zip": "37601",
      "income": 63885,
      "population": 33747,
      "homeValue": null,
      "locationCount": 6,
      "reviewsCount": 2474,
      "totalScoreWeighted": 11624.800000000001,
      "avgRating": 4.698787388843978,
      "formats": {
        "detail_shop": 2,
        "self_serve_bay": 1,
        "express_tunnel": 2,
        "inbay_automatic": 1
      }
    },
    {
      "zip": "37604",
      "income": 72350,
      "population": 35364,
      "homeValue": null,
      "locationCount": 5,
      "reviewsCount": 1633,
      "totalScoreWeighted": 7283.6,
      "avgRating": 4.4602571953459895,
      "formats": {
        "express_tunnel": 4,
        "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": 11,
      "reviewsCount": 4107,
      "totalScoreWeighted": 18908.4,
      "avgRating": 4.603944485025567,
      "formats": {
        "detail_shop": 3,
        "self_serve_bay": 1,
        "express_tunnel": 6,
        "inbay_automatic": 1
      }
    },
    {
      "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": 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": "ChIJ18D2c1uHWogRHy0Pn5t73TM",
      "title": "VANNHAILING PDR SERVICES",
      "city": "Johnson City",
      "zip": "37601",
      "rating": 4.8,
      "reviewsCount": 38,
      "income": 63885,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJJ3PP1lZjWogRy8H2RIxWBTk",
      "title": "Wash N' Roll Car Wash - Johnson City, TN",
      "city": "Johnson City",
      "zip": "37604",
      "rating": 3.1,
      "reviewsCount": 102,
      "income": 72350,
      "format": "express_tunnel",
      "chain": "Wash N Roll Car Wash"
    },
    {
      "placeId": "ChIJR15yrGd9WogRQ5xS7XvW_uE",
      "title": "Pit Stop Wash Center",
      "city": "Johnson City",
      "zip": "37601",
      "rating": 4.4,
      "reviewsCount": 305,
      "income": 63885,
      "format": "self_serve_bay",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJObIviLxZQ0wRLK1COS5Rgrg",
      "title": "Microclean Detailing | Window tint",
      "city": "Johnson City",
      "zip": "37601",
      "rating": 5,
      "reviewsCount": 57,
      "income": 63885,
      "format": "detail_shop",
      "chain": "JD Car Detailing"
    },
    {
      "placeId": "ChIJEcGZ2axiWogR21GYcYqoDss",
      "title": "Ultimate Shine Car Wash",
      "city": "Johnson City",
      "zip": "37601",
      "rating": 4.4,
      "reviewsCount": 616,
      "income": 63885,
      "format": "express_tunnel",
      "chain": "Ultimate Shine Car Wash"
    },
    {
      "placeId": "ChIJ2d0ssj1jWogRLp7TBw_QHUo",
      "title": "Ultimate Shine Car Wash",
      "city": "Johnson City",
      "zip": "37604",
      "rating": 4.3,
      "reviewsCount": 640,
      "income": 72350,
      "format": "express_tunnel",
      "chain": "Ultimate Shine Car Wash"
    },
    {
      "placeId": "ChIJc1uW8txjWogR1KpXeNmmwvs",
      "title": "Tidal Wave Auto Spa | Car Wash",
      "city": "Johnson City",
      "zip": "37604",
      "rating": 4.7,
      "reviewsCount": 228,
      "income": 72350,
      "format": "express_tunnel",
      "chain": "Tidal Wave Auto Spa | Car Wash"
    },
    {
      "placeId": "ChIJtfFzqvKpvA0RZtTAuCC92pE",
      "title": "YOUR NEXT auto detailer / Window Tinting",
      "city": "Johnson City",
      "zip": "37604",
      "rating": 5,
      "reviewsCount": 235,
      "income": 72350,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJvYt38Z1jWogRtF5K92RNf4k",
      "title": "Tommy's Express® Car Wash",
      "city": "Johnson City",
      "zip": "37604",
      "rating": 4.6,
      "reviewsCount": 428,
      "income": 72350,
      "format": "express_tunnel",
      "chain": "Tommy's Express® Car Wash"
    },
    {
      "placeId": "ChIJWSEeB8p9WogRB96M2096XvM",
      "title": "Take 5 Car Wash",
      "city": "Johnson City",
      "zip": "37601",
      "rating": 4.9,
      "reviewsCount": 1402,
      "income": 63885,
      "format": "express_tunnel",
      "chain": "Take 5 Car Wash"
    },
    {
      "placeId": "ChIJIcHF5vN7WogRoZhcCc12mbY",
      "title": "bp",
      "city": "Johnson City",
      "zip": "37601",
      "rating": 4.2,
      "reviewsCount": 56,
      "income": 63885,
      "format": "inbay_automatic",
      "chain": "bp"
    }
  ],
  "places": [
    {
      "placeId": "ChIJWSEeB8p9WogRB96M2096XvM",
      "title": "Take 5 Car Wash",
      "street": "2304 Browns Mill Rd",
      "city": "Johnson City",
      "state": "TN",
      "zip": "37601",
      "lat": 36.345004,
      "lng": -82.377943,
      "totalScore": 4.9,
      "reviewsCount": 1402,
      "scoredReviews": 478,
      "format": "express_tunnel",
      "chain": "Take 5 Car Wash",
      "income": 63885
    },
    {
      "placeId": "ChIJ2d0ssj1jWogRLp7TBw_QHUo",
      "title": "Ultimate Shine Car Wash",
      "street": "3105 W Market St",
      "city": "Johnson City",
      "state": "TN",
      "zip": "37604",
      "lat": 36.3103252,
      "lng": -82.4071352,
      "totalScore": 4.3,
      "reviewsCount": 640,
      "scoredReviews": 45,
      "format": "express_tunnel",
      "chain": "Ultimate Shine Car Wash",
      "income": 72350
    },
    {
      "placeId": "ChIJEcGZ2axiWogR21GYcYqoDss",
      "title": "Ultimate Shine Car Wash",
      "street": "304 W Oakland Ave",
      "city": "Johnson City",
      "state": "TN",
      "zip": "37601",
      "lat": 36.3592504,
      "lng": -82.3890278,
      "totalScore": 4.4,
      "reviewsCount": 616,
      "scoredReviews": 47,
      "format": "express_tunnel",
      "chain": "Ultimate Shine Car Wash",
      "income": 63885
    },
    {
      "placeId": "ChIJvYt38Z1jWogRtF5K92RNf4k",
      "title": "Tommy's Express® Car Wash",
      "street": "1407 Sunset Dr",
      "city": "Johnson City",
      "state": "TN",
      "zip": "37604",
      "lat": 36.3260119,
      "lng": -82.3936504,
      "totalScore": 4.6,
      "reviewsCount": 428,
      "scoredReviews": 314,
      "format": "express_tunnel",
      "chain": "Tommy's Express® Car Wash",
      "income": 72350
    },
    {
      "placeId": "ChIJR15yrGd9WogRQ5xS7XvW_uE",
      "title": "Pit Stop Wash Center",
      "street": "2530 E Oakland Ave",
      "city": "Johnson City",
      "state": "TN",
      "zip": "37601",
      "lat": 36.3581362,
      "lng": -82.365666,
      "totalScore": 4.4,
      "reviewsCount": 305,
      "scoredReviews": 103,
      "format": "self_serve_bay",
      "chain": null,
      "income": 63885
    },
    {
      "placeId": "ChIJtfFzqvKpvA0RZtTAuCC92pE",
      "title": "YOUR NEXT auto detailer / Window Tinting",
      "street": "3314 W Market St",
      "city": "Johnson City",
      "state": "TN",
      "zip": "37604",
      "lat": 36.312733,
      "lng": -82.4150675,
      "totalScore": 5,
      "reviewsCount": 235,
      "scoredReviews": 128,
      "format": "detail_shop",
      "chain": null,
      "income": 72350
    },
    {
      "placeId": "ChIJc1uW8txjWogR1KpXeNmmwvs",
      "title": "Tidal Wave Auto Spa | Car Wash",
      "street": "604 Leisure Ln",
      "city": "Johnson City",
      "state": "TN",
      "zip": "37604",
      "lat": 36.3112022,
      "lng": -82.4057266,
      "totalScore": 4.7,
      "reviewsCount": 228,
      "scoredReviews": 150,
      "format": "express_tunnel",
      "chain": "Tidal Wave Auto Spa | Car Wash",
      "income": 72350
    },
    {
      "placeId": "ChIJJ3PP1lZjWogRy8H2RIxWBTk",
      "title": "Wash N' Roll Car Wash - Johnson City, TN",
      "street": "518 W Oakland Ave",
      "city": "Johnson City",
      "state": "TN",
      "zip": "37604",
      "lat": 36.3579484,
      "lng": -82.3928538,
      "totalScore": 3.1,
      "reviewsCount": 102,
      "scoredReviews": 58,
      "format": "express_tunnel",
      "chain": "Wash N Roll Car Wash",
      "income": 72350
    },
    {
      "placeId": "ChIJObIviLxZQ0wRLK1COS5Rgrg",
      "title": "Microclean Detailing | Window tint",
      "street": "100 E Chilhowie Ave",
      "city": "Johnson City",
      "state": "TN",
      "zip": "37601",
      "lat": 36.3236287,
      "lng": -82.3591029,
      "totalScore": 5,
      "reviewsCount": 57,
      "scoredReviews": 30,
      "format": "detail_shop",
      "chain": "JD Car Detailing",
      "income": 63885
    },
    {
      "placeId": "ChIJIcHF5vN7WogRoZhcCc12mbY",
      "title": "bp",
      "street": "3211 S Roan St",
      "city": "Johnson City",
      "state": "TN",
      "zip": "37601",
      "lat": 36.268499,
      "lng": -82.317739,
      "totalScore": 4.2,
      "reviewsCount": 56,
      "scoredReviews": 6,
      "format": "inbay_automatic",
      "chain": "bp",
      "income": 63885
    },
    {
      "placeId": "ChIJ18D2c1uHWogRHy0Pn5t73TM",
      "title": "VANNHAILING PDR SERVICES",
      "street": "3316 Wayfield Dr #2",
      "city": "Johnson City",
      "state": "TN",
      "zip": "37601",
      "lat": 36.3716997,
      "lng": -82.37216,
      "totalScore": 4.8,
      "reviewsCount": 38,
      "scoredReviews": 7,
      "format": "detail_shop",
      "chain": null,
      "income": 63885
    }
  ]
}