{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/sanford-fl.json",
  "humanUrl": "https://washindex.com/car-wash-cities/sanford-fl",
  "msaApiUrl": "https://washindex.com/api/msas/orlando.json",
  "msaHumanUrl": "https://washindex.com/car-wash-markets/orlando",
  "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": "sanford-fl",
  "name": "Sanford",
  "state": "FL",
  "msa": {
    "slug": "orlando",
    "name": "Orlando",
    "fullName": "Orlando-Kissimmee-Sanford, FL"
  },
  "generatedAt": "2026-05-20T09:17:32.823Z",
  "summary": {
    "totalLocations": 10,
    "totalChains": 2,
    "independentLocationCount": 7,
    "totalReviews": 3582,
    "scoredReviews": 1106,
    "weightedAvgRating": 4.374790619765494,
    "damageRate": 0.015370705244122965,
    "membershipMentionRate": 0.081374321880651,
    "membershipCancellationRate": 0.1,
    "upsellPressureRate": 0.0027124773960217,
    "zipsWithIncomeData": 2,
    "medianHouseholdIncomeWeighted": 83519
  },
  "aspectScores": {
    "price": 0.5633802816901409,
    "wait_time": 0.6825396825396826,
    "result_quality": 0.8028534370946823,
    "staff": 0.8830845771144279,
    "equipment_working": -0.4492753623188406,
    "cleanliness_of_facility": 0.4634146341463415,
    "membership_value": 0.09523809523809523
  },
  "formatStats": [
    {
      "format": "detail_shop",
      "locationCount": 6,
      "reviewsCount": 1334,
      "scoredReviews": 618,
      "avgRating": 4.890779610194903,
      "damageRate": 0.003236245954692557,
      "cancellationRate": 0.16666666666666666
    },
    {
      "format": "express_tunnel",
      "locationCount": 3,
      "reviewsCount": 2238,
      "scoredReviews": 479,
      "avgRating": 4.0706881143878455,
      "damageRate": 0.031315240083507306,
      "cancellationRate": 0.09523809523809523
    },
    {
      "format": "inbay_automatic",
      "locationCount": 1,
      "reviewsCount": 10,
      "scoredReviews": 9,
      "avgRating": 3.6,
      "damageRate": 0,
      "cancellationRate": null
    }
  ],
  "chainsRanked": [
    {
      "name": "Mister Car Wash",
      "locationCount": 2,
      "reviewsCount": 1979,
      "scoredReviews": 246,
      "avgRating": 3.962152602324406,
      "damageRate": 0.06097560975609756,
      "cancellationRate": 0.2,
      "membershipMentionRate": 0.16260162601626016,
      "upsellPressureRate": 0.008130081300813009,
      "aspectScores": {
        "price": -0.2,
        "wait_time": 0.4,
        "result_quality": 0.03787878787878788,
        "staff": 0.424,
        "equipment_working": -0.7358490566037735,
        "cleanliness_of_facility": -0.42857142857142855,
        "membership_value": -0.26666666666666666
      }
    },
    {
      "name": "Zoom Express Car Wash",
      "locationCount": 1,
      "reviewsCount": 259,
      "scoredReviews": 233,
      "avgRating": 4.9,
      "damageRate": 0,
      "cancellationRate": 0,
      "membershipMentionRate": 0.1888412017167382,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.8947368421052632,
        "wait_time": 1,
        "result_quality": 0.9240506329113924,
        "staff": 1,
        "equipment_working": 0.8333333333333334,
        "cleanliness_of_facility": 1,
        "membership_value": 1
      }
    }
  ],
  "zips": [
    {
      "zip": "32771",
      "income": 83519,
      "population": 62013,
      "homeValue": null,
      "locationCount": 5,
      "reviewsCount": 2471,
      "totalScoreWeighted": 10251.9,
      "avgRating": 4.1488870902468635,
      "formats": {
        "detail_shop": 2,
        "express_tunnel": 3
      }
    },
    {
      "zip": "32773",
      "income": 56969,
      "population": 33327,
      "homeValue": null,
      "locationCount": 5,
      "reviewsCount": 1111,
      "totalScoreWeighted": 5418.6,
      "avgRating": 4.877227722772277,
      "formats": {
        "inbay_automatic": 1,
        "detail_shop": 4
      }
    }
  ],
  "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": 5,
      "reviewsCount": 1111,
      "totalScoreWeighted": 5418.6,
      "avgRating": 4.877227722772277,
      "formats": {
        "inbay_automatic": 1,
        "detail_shop": 4
      }
    },
    {
      "label": "$75K – $100K",
      "min": 75000,
      "max": 100000,
      "zips": 1,
      "locations": 5,
      "reviewsCount": 2471,
      "totalScoreWeighted": 10251.9,
      "avgRating": 4.1488870902468635,
      "formats": {
        "detail_shop": 2,
        "express_tunnel": 3
      }
    },
    {
      "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": "ChIJ0Q1YTnwS54gRAJ9QQu7C7bE",
      "title": "Detail Solutions Auto Spa",
      "city": "Sanford",
      "zip": "32771",
      "rating": 4.9,
      "reviewsCount": 68,
      "income": 83519,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJGRfhLdwT54gRNcvRE-gKukE",
      "title": "River’s Car Wash",
      "city": "Sanford",
      "zip": "32773",
      "rating": 3.6,
      "reviewsCount": 10,
      "income": 56969,
      "format": "inbay_automatic",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJQUiJzWoT54gRzF7Dspjmv4U",
      "title": "Mister Car Wash",
      "city": "Sanford",
      "zip": "32771",
      "rating": 4.1,
      "reviewsCount": 615,
      "income": 83519,
      "format": "express_tunnel",
      "chain": "Mister Car Wash"
    },
    {
      "placeId": "ChIJPfTH0Clt54gRuBhZ5qg_c1w",
      "title": "Classic Details - Ceramic Coating & Paint Protection Film",
      "city": "Sanford",
      "zip": "32773",
      "rating": 5,
      "reviewsCount": 224,
      "income": 56969,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ34Wr0G5t54gRmUae9cnDP7c",
      "title": "Teen Challenge Carwash & Detail Shop",
      "city": "Sanford",
      "zip": "32773",
      "rating": 4.8,
      "reviewsCount": 502,
      "income": 56969,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJOXigaoYS54gRe50tu0KBsDk",
      "title": "Mister Car Wash",
      "city": "Sanford",
      "zip": "32771",
      "rating": 3.9,
      "reviewsCount": 1364,
      "income": 83519,
      "format": "express_tunnel",
      "chain": "Mister Car Wash"
    },
    {
      "placeId": "ChIJq6GiEI0T54gR9EEl3ddgEJY",
      "title": "Zoom Express Car Wash",
      "city": "Sanford",
      "zip": "32771",
      "rating": 4.9,
      "reviewsCount": 259,
      "income": 83519,
      "format": "express_tunnel",
      "chain": "Zoom Express Car Wash"
    },
    {
      "placeId": "ChIJpf7MflsT54gR1o7cR5uld_M",
      "title": "Unique's Auto Care Car Detailing, Ceramic Coating & PPF",
      "city": "Sanford",
      "zip": "32773",
      "rating": 4.9,
      "reviewsCount": 220,
      "income": 56969,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJIx-8ORKcPwcRY2bIHhvdrrw",
      "title": "OptiShine Detailing",
      "city": "Sanford",
      "zip": "32771",
      "rating": 4.9,
      "reviewsCount": 165,
      "income": 83519,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJBQAPNHU7OScRYwWLdiyDWC4",
      "title": "Need For Clean Auto Spa",
      "city": "Sanford",
      "zip": "32773",
      "rating": 5,
      "reviewsCount": 155,
      "income": 56969,
      "format": "detail_shop",
      "chain": "Independent"
    }
  ],
  "places": [
    {
      "placeId": "ChIJOXigaoYS54gRe50tu0KBsDk",
      "title": "Mister Car Wash",
      "street": "1851 Rinehart Rd",
      "city": "Sanford",
      "state": "FL",
      "zip": "32771",
      "lat": 28.8094874,
      "lng": -81.3303815,
      "totalScore": 3.9,
      "reviewsCount": 1364,
      "scoredReviews": 157,
      "format": "express_tunnel",
      "chain": "Mister Car Wash",
      "income": 83519
    },
    {
      "placeId": "ChIJQUiJzWoT54gRzF7Dspjmv4U",
      "title": "Mister Car Wash",
      "street": "2418 S French Ave",
      "city": "Sanford",
      "state": "FL",
      "zip": "32771",
      "lat": 28.7889898,
      "lng": -81.2736789,
      "totalScore": 4.1,
      "reviewsCount": 615,
      "scoredReviews": 89,
      "format": "express_tunnel",
      "chain": "Mister Car Wash",
      "income": 83519
    },
    {
      "placeId": "ChIJ34Wr0G5t54gRmUae9cnDP7c",
      "title": "Teen Challenge Carwash & Detail Shop",
      "street": "712 W Lake Mary Blvd",
      "city": "Sanford",
      "state": "FL",
      "zip": "32773",
      "lat": 28.7570964,
      "lng": -81.2963126,
      "totalScore": 4.8,
      "reviewsCount": 502,
      "scoredReviews": 160,
      "format": "detail_shop",
      "chain": null,
      "income": 56969
    },
    {
      "placeId": "ChIJq6GiEI0T54gR9EEl3ddgEJY",
      "title": "Zoom Express Car Wash",
      "street": "3831 W 1st St",
      "city": "Sanford",
      "state": "FL",
      "zip": "32771",
      "lat": 28.8106802,
      "lng": -81.3178553,
      "totalScore": 4.9,
      "reviewsCount": 259,
      "scoredReviews": 233,
      "format": "express_tunnel",
      "chain": "Zoom Express Car Wash",
      "income": 83519
    },
    {
      "placeId": "ChIJPfTH0Clt54gRuBhZ5qg_c1w",
      "title": "Classic Details - Ceramic Coating & Paint Protection Film",
      "street": "712 W Lake Mary Blvd",
      "city": "Sanford",
      "state": "FL",
      "zip": "32773",
      "lat": 28.7570675,
      "lng": -81.2963349,
      "totalScore": 5,
      "reviewsCount": 224,
      "scoredReviews": 112,
      "format": "detail_shop",
      "chain": null,
      "income": 56969
    },
    {
      "placeId": "ChIJpf7MflsT54gR1o7cR5uld_M",
      "title": "Unique's Auto Care Car Detailing, Ceramic Coating & PPF",
      "street": "750 Wylly Ave Suite-6",
      "city": "Sanford",
      "state": "FL",
      "zip": "32773",
      "lat": 28.7796654,
      "lng": -81.260411,
      "totalScore": 4.9,
      "reviewsCount": 220,
      "scoredReviews": 51,
      "format": "detail_shop",
      "chain": null,
      "income": 56969
    },
    {
      "placeId": "ChIJIx-8ORKcPwcRY2bIHhvdrrw",
      "title": "OptiShine Detailing",
      "street": "2037 Northumbria Dr",
      "city": "Sanford",
      "state": "FL",
      "zip": "32771",
      "lat": 28.797096,
      "lng": -81.371345,
      "totalScore": 4.9,
      "reviewsCount": 165,
      "scoredReviews": 132,
      "format": "detail_shop",
      "chain": null,
      "income": 83519
    },
    {
      "placeId": "ChIJBQAPNHU7OScRYwWLdiyDWC4",
      "title": "Need For Clean Auto Spa",
      "street": "1490 Tropic Park Dr",
      "city": "Sanford",
      "state": "FL",
      "zip": "32773",
      "lat": 28.7457581,
      "lng": -81.2926607,
      "totalScore": 5,
      "reviewsCount": 155,
      "scoredReviews": 129,
      "format": "detail_shop",
      "chain": null,
      "income": 56969
    },
    {
      "placeId": "ChIJ0Q1YTnwS54gRAJ9QQu7C7bE",
      "title": "Detail Solutions Auto Spa",
      "street": "222 Hickman Dr",
      "city": "Sanford",
      "state": "FL",
      "zip": "32771",
      "lat": 28.817184,
      "lng": -81.3307972,
      "totalScore": 4.9,
      "reviewsCount": 68,
      "scoredReviews": 34,
      "format": "detail_shop",
      "chain": null,
      "income": 83519
    },
    {
      "placeId": "ChIJGRfhLdwT54gRNcvRE-gKukE",
      "title": "River’s Car Wash",
      "street": "2518 S French Ave",
      "city": "Sanford",
      "state": "FL",
      "zip": "32773",
      "lat": 28.7838364,
      "lng": -81.2733498,
      "totalScore": 3.6,
      "reviewsCount": 10,
      "scoredReviews": 9,
      "format": "inbay_automatic",
      "chain": null,
      "income": 56969
    }
  ]
}