{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/clovis-ca.json",
  "humanUrl": "https://washindex.com/car-wash-cities/clovis-ca",
  "msaApiUrl": "https://washindex.com/api/msas/fresno.json",
  "msaHumanUrl": "https://washindex.com/car-wash-markets/fresno",
  "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": "clovis-ca",
  "name": "Clovis",
  "state": "CA",
  "msa": {
    "slug": "fresno",
    "name": "Fresno",
    "fullName": "Fresno, CA"
  },
  "generatedAt": "2026-05-22T14:08:27.683Z",
  "summary": {
    "totalLocations": 14,
    "totalChains": 5,
    "independentLocationCount": 6,
    "totalReviews": 4644,
    "scoredReviews": 781,
    "weightedAvgRating": 4.213436692506459,
    "damageRate": 0.03713188220230474,
    "membershipMentionRate": 0.1088348271446863,
    "membershipCancellationRate": 0.12941176470588237,
    "upsellPressureRate": 0.014084507042253521,
    "zipsWithIncomeData": 3,
    "medianHouseholdIncomeWeighted": 98546
  },
  "aspectScores": {
    "price": -0.05970149253731343,
    "wait_time": 0.3103448275862069,
    "result_quality": 0.497131931166348,
    "staff": 0.5435203094777563,
    "equipment_working": -0.574468085106383,
    "cleanliness_of_facility": 0.7297297297297297,
    "membership_value": -0.2807017543859649
  },
  "formatStats": [
    {
      "format": "detail_shop",
      "locationCount": 6,
      "reviewsCount": 730,
      "scoredReviews": 311,
      "avgRating": 4.897534246575343,
      "damageRate": 0.003215434083601286,
      "cancellationRate": 0
    },
    {
      "format": "express_tunnel",
      "locationCount": 6,
      "reviewsCount": 3776,
      "scoredReviews": 453,
      "avgRating": 4.100741525423729,
      "damageRate": 0.06181015452538632,
      "cancellationRate": 0.13414634146341464
    },
    {
      "format": "inbay_automatic",
      "locationCount": 1,
      "reviewsCount": 51,
      "scoredReviews": 5,
      "avgRating": 3.3,
      "damageRate": 0,
      "cancellationRate": null
    },
    {
      "format": "full_service",
      "locationCount": 1,
      "reviewsCount": 87,
      "scoredReviews": 12,
      "avgRating": 3.9,
      "damageRate": 0,
      "cancellationRate": 0
    }
  ],
  "chainsRanked": [
    {
      "name": "Ride & Shine Express Car Wash",
      "locationCount": 3,
      "reviewsCount": 1590,
      "scoredReviews": 222,
      "avgRating": 4.061572327044025,
      "damageRate": 0.04504504504504504,
      "cancellationRate": 0.09523809523809523,
      "membershipMentionRate": 0.0945945945945946,
      "upsellPressureRate": 0.013513513513513514,
      "aspectScores": {
        "price": -0.42857142857142855,
        "wait_time": -0.13333333333333333,
        "result_quality": 0.27205882352941174,
        "staff": 0.48299319727891155,
        "equipment_working": -0.25,
        "cleanliness_of_facility": 0.2727272727272727,
        "membership_value": 0.2
      }
    },
    {
      "name": "Surf Thru Express Car Wash",
      "locationCount": 2,
      "reviewsCount": 1521,
      "scoredReviews": 129,
      "avgRating": 4.05456936226167,
      "damageRate": 0.11627906976744186,
      "cancellationRate": 0.08108108108108109,
      "membershipMentionRate": 0.2868217054263566,
      "upsellPressureRate": 0.023255813953488372,
      "aspectScores": {
        "price": -0.5757575757575758,
        "wait_time": -0.1111111111111111,
        "result_quality": -0.4788732394366197,
        "staff": -0.31343283582089554,
        "equipment_working": -0.8181818181818182,
        "cleanliness_of_facility": 0.6666666666666666,
        "membership_value": -0.5
      }
    },
    {
      "name": "Raceway Express Car Wash",
      "locationCount": 1,
      "reviewsCount": 665,
      "scoredReviews": 102,
      "avgRating": 4.3,
      "damageRate": 0.029411764705882353,
      "cancellationRate": 0.25,
      "membershipMentionRate": 0.23529411764705882,
      "upsellPressureRate": 0.0392156862745098,
      "aspectScores": {
        "price": -0.18181818181818182,
        "wait_time": 0.45454545454545453,
        "result_quality": 0.3090909090909091,
        "staff": 0.3090909090909091,
        "equipment_working": -0.3333333333333333,
        "cleanliness_of_facility": 1,
        "membership_value": -0.2
      }
    },
    {
      "name": "Shell",
      "locationCount": 1,
      "reviewsCount": 51,
      "scoredReviews": 5,
      "avgRating": 3.3,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -1,
        "wait_time": -1,
        "result_quality": -1,
        "staff": -1,
        "equipment_working": -1,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    },
    {
      "name": "Crews Magic",
      "locationCount": 1,
      "reviewsCount": 87,
      "scoredReviews": 12,
      "avgRating": 3.9,
      "damageRate": 0,
      "cancellationRate": 0,
      "membershipMentionRate": 0.16666666666666666,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -1,
        "wait_time": null,
        "result_quality": 0.2857142857142857,
        "staff": -0.6666666666666666,
        "equipment_working": -1,
        "cleanliness_of_facility": null,
        "membership_value": -1
      }
    }
  ],
  "zips": [
    {
      "zip": "93612",
      "income": 53350,
      "population": 32046,
      "homeValue": null,
      "locationCount": 8,
      "reviewsCount": 2708,
      "totalScoreWeighted": 11180.3,
      "avgRating": 4.128618906942393,
      "formats": {
        "express_tunnel": 3,
        "detail_shop": 5
      }
    },
    {
      "zip": "93611",
      "income": 98546,
      "population": 45087,
      "homeValue": null,
      "locationCount": 5,
      "reviewsCount": 1769,
      "totalScoreWeighted": 7743,
      "avgRating": 4.377049180327869,
      "formats": {
        "express_tunnel": 3,
        "detail_shop": 2
      }
    },
    {
      "zip": "93619",
      "income": 135049,
      "population": 47523,
      "homeValue": null,
      "locationCount": 3,
      "reviewsCount": 167,
      "totalScoreWeighted": 643.9000000000001,
      "avgRating": 3.8556886227544918,
      "formats": {
        "detail_shop": 1,
        "inbay_automatic": 1,
        "full_service": 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": 1,
      "locations": 8,
      "reviewsCount": 2708,
      "totalScoreWeighted": 11180.3,
      "avgRating": 4.128618906942393,
      "formats": {
        "express_tunnel": 3,
        "detail_shop": 5
      }
    },
    {
      "label": "$75K – $100K",
      "min": 75000,
      "max": 100000,
      "zips": 1,
      "locations": 5,
      "reviewsCount": 1769,
      "totalScoreWeighted": 7743,
      "avgRating": 4.377049180327869,
      "formats": {
        "express_tunnel": 3,
        "detail_shop": 2
      }
    },
    {
      "label": "$100K – $150K",
      "min": 100000,
      "max": 150000,
      "zips": 1,
      "locations": 3,
      "reviewsCount": 167,
      "totalScoreWeighted": 643.9000000000001,
      "avgRating": 3.8556886227544918,
      "formats": {
        "detail_shop": 1,
        "inbay_automatic": 1,
        "full_service": 1
      }
    },
    {
      "label": "$150K+",
      "min": 150000,
      "max": null,
      "zips": 0,
      "locations": 0,
      "reviewsCount": 0,
      "totalScoreWeighted": 0,
      "avgRating": 0,
      "formats": {}
    }
  ],
  "scatter": [
    {
      "placeId": "ChIJr-NJtl1clIAR3w3LRXM4vu4",
      "title": "Surf Thru Express Car Wash",
      "city": "Clovis",
      "zip": "93612",
      "rating": 4.1,
      "reviewsCount": 830,
      "income": 53350,
      "format": "express_tunnel",
      "chain": "Surf Thru Express Car Wash"
    },
    {
      "placeId": "ChIJicW7oWZblIARUe6cetxYGMM",
      "title": "Surf Thru Express Car Wash",
      "city": "Clovis",
      "zip": "93611",
      "rating": 4,
      "reviewsCount": 691,
      "income": 98546,
      "format": "express_tunnel",
      "chain": "Surf Thru Express Car Wash"
    },
    {
      "placeId": "ChIJdWL-n2ZclIARSnNxWdYTBLw",
      "title": "Raceway Express Car Wash",
      "city": "Clovis",
      "zip": "93612",
      "rating": 4.3,
      "reviewsCount": 665,
      "income": 53350,
      "format": "express_tunnel",
      "chain": "Raceway Express Car Wash"
    },
    {
      "placeId": "ChIJu2nK0odclIARSFVN8L76CDw",
      "title": "Eco California Auto Detailing",
      "city": "Clovis",
      "zip": "93612",
      "rating": 4.8,
      "reviewsCount": 76,
      "income": 53350,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJV19orcr9uQURwHHSHYFHr00",
      "title": "AJs Car Detail",
      "city": "Clovis",
      "zip": "93619",
      "rating": 4.7,
      "reviewsCount": 29,
      "income": 135049,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJh2M-7DJDlIARuU67gQE3644",
      "title": "Shell",
      "city": "Clovis",
      "zip": "93619",
      "rating": 3.3,
      "reviewsCount": 51,
      "income": 135049,
      "format": "inbay_automatic",
      "chain": "Shell"
    },
    {
      "placeId": "ChIJ97F4bXhclIAROoV_A2cnI24",
      "title": "Showroom Doctor Z",
      "city": "Clovis",
      "zip": "93612",
      "rating": 4.7,
      "reviewsCount": 64,
      "income": 53350,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJsYSrsf1DlIARfVlp8SMswNA",
      "title": "Crews Magic",
      "city": "Clovis",
      "zip": "93619",
      "rating": 3.9,
      "reviewsCount": 87,
      "income": 135049,
      "format": "full_service",
      "chain": "Crews Magic"
    },
    {
      "placeId": "ChIJ9d0D6LVelIARvFufkMyws0Y",
      "title": "Elite Auto Spa- Paint Protection",
      "city": "Clovis",
      "zip": "93612",
      "rating": 5,
      "reviewsCount": 34,
      "income": 53350,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJpYxoorB7Sa4RIh59N7mVXAQ",
      "title": "Revitalize Auto Detailing",
      "city": "Clovis",
      "zip": "93611",
      "rating": 4.9,
      "reviewsCount": 49,
      "income": 98546,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJRfRrCM1clIAR0VwgZk42yXM",
      "title": "Ride & Shine Express Car Wash",
      "city": "Clovis",
      "zip": "93611",
      "rating": 4.3,
      "reviewsCount": 318,
      "income": 98546,
      "format": "express_tunnel",
      "chain": "Ride & Shine Express Car Wash"
    },
    {
      "placeId": "ChIJ4a5EJchblIARNLEzZpMPlUw",
      "title": "Ride & Shine Express Car Wash",
      "city": "Clovis",
      "zip": "93611",
      "rating": 4.5,
      "reviewsCount": 367,
      "income": 98546,
      "format": "express_tunnel",
      "chain": "Ride & Shine Express Car Wash"
    },
    {
      "placeId": "ChIJmdz0EllclIARhCYSFwywlCw",
      "title": "Red Carpet Car Wash",
      "city": "Clovis",
      "zip": "93612",
      "rating": 3.8,
      "reviewsCount": 905,
      "income": 53350,
      "format": "express_tunnel",
      "chain": "Ride & Shine Express Car Wash"
    },
    {
      "placeId": "ChIJAVWKjHtblIAR9hEs_Zc77PQ",
      "title": "Saints Motorsports Inc",
      "city": "Clovis",
      "zip": "93612",
      "rating": 4.8,
      "reviewsCount": 61,
      "income": 53350,
      "format": "detail_shop",
      "chain": "Independent"
    }
  ],
  "places": [
    {
      "placeId": "ChIJmdz0EllclIARhCYSFwywlCw",
      "title": "Red Carpet Car Wash",
      "street": "801 W Shaw Ave",
      "city": "Clovis",
      "state": "CA",
      "zip": "93612",
      "lat": 36.8091351,
      "lng": -119.7278293,
      "totalScore": 3.8,
      "reviewsCount": 905,
      "scoredReviews": 130,
      "format": "express_tunnel",
      "chain": "Ride & Shine Express Car Wash",
      "income": 53350
    },
    {
      "placeId": "ChIJr-NJtl1clIAR3w3LRXM4vu4",
      "title": "Surf Thru Express Car Wash",
      "street": "596 W Shaw Ave",
      "city": "Clovis",
      "state": "CA",
      "zip": "93612",
      "lat": 36.8079136,
      "lng": -119.7222822,
      "totalScore": 4.1,
      "reviewsCount": 830,
      "scoredReviews": 75,
      "format": "express_tunnel",
      "chain": "Surf Thru Express Car Wash",
      "income": 53350
    },
    {
      "placeId": "ChIJicW7oWZblIARUe6cetxYGMM",
      "title": "Surf Thru Express Car Wash",
      "street": "1421 Herndon Ave",
      "city": "Clovis",
      "state": "CA",
      "zip": "93611",
      "lat": 36.8380681,
      "lng": -119.6894457,
      "totalScore": 4,
      "reviewsCount": 691,
      "scoredReviews": 54,
      "format": "express_tunnel",
      "chain": "Surf Thru Express Car Wash",
      "income": 98546
    },
    {
      "placeId": "ChIJdWL-n2ZclIARSnNxWdYTBLw",
      "title": "Raceway Express Car Wash",
      "street": "1750 Villa Ave",
      "city": "Clovis",
      "state": "CA",
      "zip": "93612",
      "lat": 36.8107724,
      "lng": -119.7139154,
      "totalScore": 4.3,
      "reviewsCount": 665,
      "scoredReviews": 102,
      "format": "express_tunnel",
      "chain": "Raceway Express Car Wash",
      "income": 53350
    },
    {
      "placeId": "ChIJ4a5EJchblIARNLEzZpMPlUw",
      "title": "Ride & Shine Express Car Wash",
      "street": "1811 Shaw Ave",
      "city": "Clovis",
      "state": "CA",
      "zip": "93611",
      "lat": 36.8091033,
      "lng": -119.6813529,
      "totalScore": 4.5,
      "reviewsCount": 367,
      "scoredReviews": 57,
      "format": "express_tunnel",
      "chain": "Ride & Shine Express Car Wash",
      "income": 98546
    },
    {
      "placeId": "ChIJRfRrCM1clIAR0VwgZk42yXM",
      "title": "Ride & Shine Express Car Wash",
      "street": "1005 N Willow Ave",
      "city": "Clovis",
      "state": "CA",
      "zip": "93611",
      "lat": 36.84865,
      "lng": -119.728863,
      "totalScore": 4.3,
      "reviewsCount": 318,
      "scoredReviews": 35,
      "format": "express_tunnel",
      "chain": "Ride & Shine Express Car Wash",
      "income": 98546
    },
    {
      "placeId": "ChIJsYSrsf1DlIARfVlp8SMswNA",
      "title": "Crews Magic",
      "street": "1235 N Willow Ave",
      "city": "Clovis",
      "state": "CA",
      "zip": "93619",
      "lat": 36.8524638,
      "lng": -119.72924,
      "totalScore": 3.9,
      "reviewsCount": 87,
      "scoredReviews": 12,
      "format": "full_service",
      "chain": "Crews Magic",
      "income": 135049
    },
    {
      "placeId": "ChIJu2nK0odclIARSFVN8L76CDw",
      "title": "Eco California Auto Detailing",
      "street": "836 Oxford Ave",
      "city": "Clovis",
      "state": "CA",
      "zip": "93612",
      "lat": 36.8201131,
      "lng": -119.7072611,
      "totalScore": 4.8,
      "reviewsCount": 76,
      "scoredReviews": 10,
      "format": "detail_shop",
      "chain": null,
      "income": 53350
    },
    {
      "placeId": "ChIJ97F4bXhclIAROoV_A2cnI24",
      "title": "Showroom Doctor Z",
      "street": "1004 San Jose Ave #101",
      "city": "Clovis",
      "state": "CA",
      "zip": "93612",
      "lat": 36.8119785,
      "lng": -119.6975195,
      "totalScore": 4.7,
      "reviewsCount": 64,
      "scoredReviews": 1,
      "format": "detail_shop",
      "chain": null,
      "income": 53350
    },
    {
      "placeId": "ChIJAVWKjHtblIAR9hEs_Zc77PQ",
      "title": "Saints Motorsports Inc",
      "street": "1320 Brookhaven Dr",
      "city": "Clovis",
      "state": "CA",
      "zip": "93612",
      "lat": 36.8146806,
      "lng": -119.6980873,
      "totalScore": 4.8,
      "reviewsCount": 61,
      "scoredReviews": 18,
      "format": "detail_shop",
      "chain": null,
      "income": 53350
    },
    {
      "placeId": "ChIJh2M-7DJDlIARuU67gQE3644",
      "title": "Shell",
      "street": "1235 N Willow Ave",
      "city": "Clovis",
      "state": "CA",
      "zip": "93619",
      "lat": 36.8525643,
      "lng": -119.7293037,
      "totalScore": 3.3,
      "reviewsCount": 51,
      "scoredReviews": 5,
      "format": "inbay_automatic",
      "chain": "Shell",
      "income": 135049
    },
    {
      "placeId": "ChIJpYxoorB7Sa4RIh59N7mVXAQ",
      "title": "Revitalize Auto Detailing",
      "street": "2010 Los Altos Ave",
      "city": "Clovis",
      "state": "CA",
      "zip": "93611",
      "lat": 36.8326399,
      "lng": -119.6774142,
      "totalScore": 4.9,
      "reviewsCount": 49,
      "scoredReviews": 36,
      "format": "detail_shop",
      "chain": null,
      "income": 98546
    },
    {
      "placeId": "ChIJ9d0D6LVelIARvFufkMyws0Y",
      "title": "Elite Auto Spa- Paint Protection",
      "street": "240 N Fairfax Ave",
      "city": "Clovis",
      "state": "CA",
      "zip": "93612",
      "lat": 36.834938,
      "lng": -119.708921,
      "totalScore": 5,
      "reviewsCount": 34,
      "scoredReviews": 16,
      "format": "detail_shop",
      "chain": null,
      "income": 53350
    },
    {
      "placeId": "ChIJV19orcr9uQURwHHSHYFHr00",
      "title": "AJs Car Detail",
      "street": "3189 Rialto Ave",
      "city": "Clovis",
      "state": "CA",
      "zip": "93619",
      "lat": 36.802639,
      "lng": -119.651528,
      "totalScore": 4.7,
      "reviewsCount": 29,
      "scoredReviews": 24,
      "format": "detail_shop",
      "chain": null,
      "income": 135049
    }
  ]
}