{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/florence-sc.json",
  "humanUrl": "https://washindex.com/car-wash-cities/florence-sc",
  "msaApiUrl": "https://washindex.com/api/msas/florence.json",
  "msaHumanUrl": "https://washindex.com/car-wash-markets/florence",
  "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": "florence-sc",
  "name": "Florence",
  "state": "SC",
  "msa": {
    "slug": "florence",
    "name": "Florence",
    "fullName": "Florence, SC"
  },
  "generatedAt": "2026-05-22T14:08:07.532Z",
  "summary": {
    "totalLocations": 10,
    "totalChains": 6,
    "independentLocationCount": 1,
    "totalReviews": 4293,
    "scoredReviews": 841,
    "weightedAvgRating": 4.4251106452364315,
    "damageRate": 0.019024970273483946,
    "membershipMentionRate": 0.07253269916765755,
    "membershipCancellationRate": 0.14754098360655737,
    "upsellPressureRate": 0.0035671819262782403,
    "zipsWithIncomeData": 3,
    "medianHouseholdIncomeWeighted": 89883
  },
  "aspectScores": {
    "price": 0.08571428571428572,
    "wait_time": 0.5517241379310345,
    "result_quality": 0.5130208333333334,
    "staff": 0.8568904593639576,
    "equipment_working": -0.0625,
    "cleanliness_of_facility": 0.8064516129032258,
    "membership_value": 0.13513513513513514
  },
  "formatStats": [
    {
      "format": "express_tunnel",
      "locationCount": 5,
      "reviewsCount": 3370,
      "scoredReviews": 683,
      "avgRating": 4.535281899109792,
      "damageRate": 0.017569546120058566,
      "cancellationRate": 0.14754098360655737
    },
    {
      "format": "full_service",
      "locationCount": 2,
      "reviewsCount": 858,
      "scoredReviews": 145,
      "avgRating": 3.988811188811189,
      "damageRate": 0.027586206896551724,
      "cancellationRate": null
    },
    {
      "format": "inbay_automatic",
      "locationCount": 2,
      "reviewsCount": 55,
      "scoredReviews": 5,
      "avgRating": 4.376363636363637,
      "damageRate": 0,
      "cancellationRate": null
    },
    {
      "format": "detail_shop",
      "locationCount": 1,
      "reviewsCount": 10,
      "scoredReviews": 8,
      "avgRating": 5,
      "damageRate": 0,
      "cancellationRate": null
    }
  ],
  "chainsRanked": [
    {
      "name": "Scrubby's Car Wash",
      "locationCount": 2,
      "reviewsCount": 348,
      "scoredReviews": 113,
      "avgRating": 4.37816091954023,
      "damageRate": 0.035398230088495575,
      "cancellationRate": 0.16666666666666666,
      "membershipMentionRate": 0.10619469026548672,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.17647058823529413,
        "wait_time": 0.5,
        "result_quality": 0.44642857142857145,
        "staff": 0.7288135593220338,
        "equipment_working": 0.2727272727272727,
        "cleanliness_of_facility": 0.8461538461538461,
        "membership_value": -0.2727272727272727
      }
    },
    {
      "name": "Tidal Wave Auto Spa | Car Wash",
      "locationCount": 2,
      "reviewsCount": 1915,
      "scoredReviews": 252,
      "avgRating": 4.353002610966057,
      "damageRate": 0.023809523809523808,
      "cancellationRate": 0.2222222222222222,
      "membershipMentionRate": 0.07142857142857142,
      "upsellPressureRate": 0.003968253968253968,
      "aspectScores": {
        "price": -0.2857142857142857,
        "wait_time": 0.058823529411764705,
        "result_quality": 0.5428571428571428,
        "staff": 0.8241758241758241,
        "equipment_working": -0.5,
        "cleanliness_of_facility": 0.42857142857142855,
        "membership_value": 0.07692307692307693
      }
    },
    {
      "name": "bp",
      "locationCount": 2,
      "reviewsCount": 55,
      "scoredReviews": 5,
      "avgRating": 4.376363636363637,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0,
        "wait_time": 1,
        "result_quality": null,
        "staff": 0,
        "equipment_working": null,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    },
    {
      "name": "Mr. Clean Car Wash",
      "locationCount": 1,
      "reviewsCount": 32,
      "scoredReviews": 0,
      "avgRating": 3.7,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": null,
        "wait_time": null,
        "result_quality": null,
        "staff": null,
        "equipment_working": null,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    },
    {
      "name": "Blue Beacon",
      "locationCount": 1,
      "reviewsCount": 826,
      "scoredReviews": 145,
      "avgRating": 4,
      "damageRate": 0.027586206896551724,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0.006896551724137931,
      "aspectScores": {
        "price": -0.09090909090909091,
        "wait_time": 0.7142857142857143,
        "result_quality": 0.15315315315315314,
        "staff": 0.5714285714285714,
        "equipment_working": -1,
        "cleanliness_of_facility": 1,
        "membership_value": null
      }
    },
    {
      "name": "Caliber Car Wash",
      "locationCount": 1,
      "reviewsCount": 1107,
      "scoredReviews": 318,
      "avgRating": 4.9,
      "damageRate": 0.006289308176100629,
      "cancellationRate": 0.0967741935483871,
      "membershipMentionRate": 0.09748427672955975,
      "upsellPressureRate": 0.0031446540880503146,
      "aspectScores": {
        "price": 0.45454545454545453,
        "wait_time": 1,
        "result_quality": 0.8653846153846154,
        "staff": 0.9841897233201581,
        "equipment_working": 0.25,
        "cleanliness_of_facility": 1,
        "membership_value": 0.5384615384615384
      }
    }
  ],
  "zips": [
    {
      "zip": "29501",
      "income": 89883,
      "population": 44604,
      "homeValue": null,
      "locationCount": 8,
      "reviewsCount": 3361,
      "totalScoreWeighted": 15008.6,
      "avgRating": 4.46551621541208,
      "formats": {
        "detail_shop": 1,
        "express_tunnel": 4,
        "full_service": 1,
        "inbay_automatic": 2
      }
    },
    {
      "zip": "29506",
      "income": 43116,
      "population": 16926,
      "homeValue": null,
      "locationCount": 1,
      "reviewsCount": 32,
      "totalScoreWeighted": 118.4,
      "avgRating": 3.7,
      "formats": {
        "full_service": 1
      }
    },
    {
      "zip": "29505",
      "income": 61261,
      "population": 24066,
      "homeValue": null,
      "locationCount": 1,
      "reviewsCount": 900,
      "totalScoreWeighted": 3870,
      "avgRating": 4.3,
      "formats": {
        "express_tunnel": 1
      }
    }
  ],
  "incomeBuckets": [
    {
      "label": "Under $50K",
      "min": 0,
      "max": 50000,
      "zips": 1,
      "locations": 1,
      "reviewsCount": 32,
      "totalScoreWeighted": 118.4,
      "avgRating": 3.7,
      "formats": {
        "full_service": 1
      }
    },
    {
      "label": "$50K – $75K",
      "min": 50000,
      "max": 75000,
      "zips": 1,
      "locations": 1,
      "reviewsCount": 900,
      "totalScoreWeighted": 3870,
      "avgRating": 4.3,
      "formats": {
        "express_tunnel": 1
      }
    },
    {
      "label": "$75K – $100K",
      "min": 75000,
      "max": 100000,
      "zips": 1,
      "locations": 8,
      "reviewsCount": 3361,
      "totalScoreWeighted": 15008.6,
      "avgRating": 4.46551621541208,
      "formats": {
        "detail_shop": 1,
        "express_tunnel": 4,
        "full_service": 1,
        "inbay_automatic": 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": "ChIJDdCew2tnVYgRcAYd1_302LA",
      "title": "Mr.Clean Car Wash",
      "city": "Florence",
      "zip": "29506",
      "rating": 3.7,
      "reviewsCount": 32,
      "income": 43116,
      "format": "full_service",
      "chain": "Mr. Clean Car Wash"
    },
    {
      "placeId": "ChIJNVoQq1NnVYgR6UJur4sQY94",
      "title": "Pee Dee Mobile Detailing LLC",
      "city": "Florence",
      "zip": "29501",
      "rating": 5,
      "reviewsCount": 10,
      "income": 89883,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJxyvxxPFmVYgRUFutShMrj6I",
      "title": "Scrubby's Car Wash",
      "city": "Florence",
      "zip": "29501",
      "rating": 4.2,
      "reviewsCount": 193,
      "income": 89883,
      "format": "express_tunnel",
      "chain": "Scrubby's Car Wash"
    },
    {
      "placeId": "ChIJq0ydFgBnVYgR0o1Aay70zu4",
      "title": "Scrubby's Car Wash",
      "city": "Florence",
      "zip": "29501",
      "rating": 4.6,
      "reviewsCount": 155,
      "income": 89883,
      "format": "express_tunnel",
      "chain": "Scrubby's Car Wash"
    },
    {
      "placeId": "ChIJ99j4oblmVYgRy3658RpiBic",
      "title": "Tidal Wave Auto Spa | Car Wash",
      "city": "Florence",
      "zip": "29501",
      "rating": 4.4,
      "reviewsCount": 1015,
      "income": 89883,
      "format": "express_tunnel",
      "chain": "Tidal Wave Auto Spa | Car Wash"
    },
    {
      "placeId": "ChIJ78pX_8pgVYgRbwCyOJ0zvb4",
      "title": "Tidal Wave Auto Spa | Car Wash",
      "city": "Florence",
      "zip": "29505",
      "rating": 4.3,
      "reviewsCount": 900,
      "income": 61261,
      "format": "express_tunnel",
      "chain": "Tidal Wave Auto Spa | Car Wash"
    },
    {
      "placeId": "ChIJe8oQEqVCVYgRqH6WyGX1chM",
      "title": "Blue Beacon Truck Wash of Florence, SC",
      "city": "Florence",
      "zip": "29501",
      "rating": 4,
      "reviewsCount": 826,
      "income": 89883,
      "format": "full_service",
      "chain": "Blue Beacon"
    },
    {
      "placeId": "ChIJTdG70E9nVYgRZnd8ovP8c7o",
      "title": "Caliber Car Wash",
      "city": "Florence",
      "zip": "29501",
      "rating": 4.9,
      "reviewsCount": 1107,
      "income": 89883,
      "format": "express_tunnel",
      "chain": "Caliber Car Wash"
    },
    {
      "placeId": "ChIJA3aRV3VkVYgRAt-tPfhGoaA",
      "title": "bp",
      "city": "Florence",
      "zip": "29501",
      "rating": 4.4,
      "reviewsCount": 42,
      "income": 89883,
      "format": "inbay_automatic",
      "chain": "bp"
    },
    {
      "placeId": "ChIJVz2WPzBjVYgRY8Bd58LXd7s",
      "title": "bp",
      "city": "Florence",
      "zip": "29501",
      "rating": 4.3,
      "reviewsCount": 13,
      "income": 89883,
      "format": "inbay_automatic",
      "chain": "bp"
    }
  ],
  "places": [
    {
      "placeId": "ChIJTdG70E9nVYgRZnd8ovP8c7o",
      "title": "Caliber Car Wash",
      "street": "110 N Beltline Dr",
      "city": "Florence",
      "state": "SC",
      "zip": "29501",
      "lat": 34.1896285,
      "lng": -79.8241381,
      "totalScore": 4.9,
      "reviewsCount": 1107,
      "scoredReviews": 318,
      "format": "express_tunnel",
      "chain": "Caliber Car Wash",
      "income": 89883
    },
    {
      "placeId": "ChIJ99j4oblmVYgRy3658RpiBic",
      "title": "Tidal Wave Auto Spa | Car Wash",
      "street": "2139 W Palmetto St",
      "city": "Florence",
      "state": "SC",
      "zip": "29501",
      "lat": 34.1862917,
      "lng": -79.8118796,
      "totalScore": 4.4,
      "reviewsCount": 1015,
      "scoredReviews": 101,
      "format": "express_tunnel",
      "chain": "Tidal Wave Auto Spa | Car Wash",
      "income": 89883
    },
    {
      "placeId": "ChIJ78pX_8pgVYgRbwCyOJ0zvb4",
      "title": "Tidal Wave Auto Spa | Car Wash",
      "street": "1501 S Irby St",
      "city": "Florence",
      "state": "SC",
      "zip": "29505",
      "lat": 34.1661765,
      "lng": -79.7648726,
      "totalScore": 4.3,
      "reviewsCount": 900,
      "scoredReviews": 151,
      "format": "express_tunnel",
      "chain": "Tidal Wave Auto Spa | Car Wash",
      "income": 61261
    },
    {
      "placeId": "ChIJe8oQEqVCVYgRqH6WyGX1chM",
      "title": "Blue Beacon Truck Wash of Florence, SC",
      "street": "3003 TV Rd I-95 Exit 169",
      "city": "Florence",
      "state": "SC",
      "zip": "29501",
      "lat": 34.267462,
      "lng": -79.7354352,
      "totalScore": 4,
      "reviewsCount": 826,
      "scoredReviews": 145,
      "format": "full_service",
      "chain": "Blue Beacon",
      "income": 89883
    },
    {
      "placeId": "ChIJxyvxxPFmVYgRUFutShMrj6I",
      "title": "Scrubby's Car Wash",
      "street": "631 N Cashua Dr",
      "city": "Florence",
      "state": "SC",
      "zip": "29501",
      "lat": 34.2054184,
      "lng": -79.7995228,
      "totalScore": 4.2,
      "reviewsCount": 193,
      "scoredReviews": 23,
      "format": "express_tunnel",
      "chain": "Scrubby's Car Wash",
      "income": 89883
    },
    {
      "placeId": "ChIJq0ydFgBnVYgR0o1Aay70zu4",
      "title": "Scrubby's Car Wash",
      "street": "2480 Hoffmeyer Rd",
      "city": "Florence",
      "state": "SC",
      "zip": "29501",
      "lat": 34.1976455,
      "lng": -79.8200793,
      "totalScore": 4.6,
      "reviewsCount": 155,
      "scoredReviews": 90,
      "format": "express_tunnel",
      "chain": "Scrubby's Car Wash",
      "income": 89883
    },
    {
      "placeId": "ChIJA3aRV3VkVYgRAt-tPfhGoaA",
      "title": "bp",
      "street": "3200 Pine Needles Rd",
      "city": "Florence",
      "state": "SC",
      "zip": "29501",
      "lat": 34.17624,
      "lng": -79.85272,
      "totalScore": 4.4,
      "reviewsCount": 42,
      "scoredReviews": 3,
      "format": "inbay_automatic",
      "chain": "bp",
      "income": 89883
    },
    {
      "placeId": "ChIJDdCew2tnVYgRcAYd1_302LA",
      "title": "Mr.Clean Car Wash",
      "street": "704 E Palmetto St",
      "city": "Florence",
      "state": "SC",
      "zip": "29506",
      "lat": 34.1940464,
      "lng": -79.7577069,
      "totalScore": 3.7,
      "reviewsCount": 32,
      "scoredReviews": 0,
      "format": "full_service",
      "chain": "Mr. Clean Car Wash",
      "income": 43116
    },
    {
      "placeId": "ChIJVz2WPzBjVYgRY8Bd58LXd7s",
      "title": "bp",
      "street": "3154 S Cashua Dr",
      "city": "Florence",
      "state": "SC",
      "zip": "29501",
      "lat": 34.162085,
      "lng": -79.835894,
      "totalScore": 4.3,
      "reviewsCount": 13,
      "scoredReviews": 2,
      "format": "inbay_automatic",
      "chain": "bp",
      "income": 89883
    },
    {
      "placeId": "ChIJNVoQq1NnVYgR6UJur4sQY94",
      "title": "Pee Dee Mobile Detailing LLC",
      "street": "700 S Cashua Dr Apartment 13h",
      "city": "Florence",
      "state": "SC",
      "zip": "29501",
      "lat": 34.177323,
      "lng": -79.807643,
      "totalScore": 5,
      "reviewsCount": 10,
      "scoredReviews": 8,
      "format": "detail_shop",
      "chain": null,
      "income": 89883
    }
  ]
}