{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/santa-maria-ca.json",
  "humanUrl": "https://washindex.com/car-wash-cities/santa-maria-ca",
  "msaApiUrl": "https://washindex.com/api/msas/santa-maria.json",
  "msaHumanUrl": "https://washindex.com/car-wash-markets/santa-maria",
  "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": "santa-maria-ca",
  "name": "Santa Maria",
  "state": "CA",
  "msa": {
    "slug": "santa-maria",
    "name": "Santa Maria",
    "fullName": "Santa Maria-Santa Barbara, CA"
  },
  "generatedAt": "2026-05-22T14:26:06.075Z",
  "summary": {
    "totalLocations": 9,
    "totalChains": 2,
    "independentLocationCount": 4,
    "totalReviews": 1034,
    "scoredReviews": 294,
    "weightedAvgRating": 4.1440038684719545,
    "damageRate": 0.027210884353741496,
    "membershipMentionRate": 0.08503401360544217,
    "membershipCancellationRate": 0.16,
    "upsellPressureRate": 0.003401360544217687,
    "zipsWithIncomeData": 3,
    "medianHouseholdIncomeWeighted": 56126
  },
  "aspectScores": {
    "price": 0.12280701754385964,
    "wait_time": -0.09090909090909091,
    "result_quality": 0.5317460317460317,
    "staff": 0.775,
    "equipment_working": -0.75,
    "cleanliness_of_facility": 0.8,
    "membership_value": 0
  },
  "formatStats": [
    {
      "format": "express_tunnel",
      "locationCount": 5,
      "reviewsCount": 815,
      "scoredReviews": 141,
      "avgRating": 3.922085889570552,
      "damageRate": 0.05673758865248227,
      "cancellationRate": 0.16666666666666666
    },
    {
      "format": "detail_shop",
      "locationCount": 4,
      "reviewsCount": 219,
      "scoredReviews": 153,
      "avgRating": 4.969863013698631,
      "damageRate": 0,
      "cancellationRate": 0
    }
  ],
  "chainsRanked": [
    {
      "name": "Splash n Dash Car Wash",
      "locationCount": 4,
      "reviewsCount": 763,
      "scoredReviews": 106,
      "avgRating": 3.875884665792923,
      "damageRate": 0.0660377358490566,
      "cancellationRate": 0.16666666666666666,
      "membershipMentionRate": 0.16981132075471697,
      "upsellPressureRate": 0.009433962264150943,
      "aspectScores": {
        "price": -0.4375,
        "wait_time": -0.5,
        "result_quality": -0.4074074074074074,
        "staff": 0.15217391304347827,
        "equipment_working": -0.9310344827586207,
        "cleanliness_of_facility": 0.3333333333333333,
        "membership_value": -0.06666666666666667
      }
    },
    {
      "name": "Mister Car Wash",
      "locationCount": 1,
      "reviewsCount": 52,
      "scoredReviews": 35,
      "avgRating": 4.6,
      "damageRate": 0.02857142857142857,
      "cancellationRate": 0.16666666666666666,
      "membershipMentionRate": 0.17142857142857143,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.3333333333333333,
        "wait_time": null,
        "result_quality": 0.8260869565217391,
        "staff": 0.76,
        "equipment_working": 1,
        "cleanliness_of_facility": 1,
        "membership_value": 0
      }
    }
  ],
  "zips": [
    {
      "zip": "93455",
      "income": 91222,
      "population": 44709,
      "homeValue": null,
      "locationCount": 4,
      "reviewsCount": 503,
      "totalScoreWeighted": 1940.3000000000002,
      "avgRating": 3.8574552683896624,
      "formats": {
        "detail_shop": 2,
        "express_tunnel": 2
      }
    },
    {
      "zip": "93454",
      "income": 56126,
      "population": 38031,
      "homeValue": null,
      "locationCount": 4,
      "reviewsCount": 480,
      "totalScoreWeighted": 2089.6,
      "avgRating": 4.3533333333333335,
      "formats": {
        "express_tunnel": 3,
        "detail_shop": 1
      }
    },
    {
      "zip": "93458",
      "income": 44522,
      "population": 52710,
      "homeValue": null,
      "locationCount": 1,
      "reviewsCount": 51,
      "totalScoreWeighted": 255,
      "avgRating": 5,
      "formats": {
        "detail_shop": 1
      }
    }
  ],
  "incomeBuckets": [
    {
      "label": "Under $50K",
      "min": 0,
      "max": 50000,
      "zips": 1,
      "locations": 1,
      "reviewsCount": 51,
      "totalScoreWeighted": 255,
      "avgRating": 5,
      "formats": {
        "detail_shop": 1
      }
    },
    {
      "label": "$50K – $75K",
      "min": 50000,
      "max": 75000,
      "zips": 1,
      "locations": 4,
      "reviewsCount": 480,
      "totalScoreWeighted": 2089.6,
      "avgRating": 4.3533333333333335,
      "formats": {
        "express_tunnel": 3,
        "detail_shop": 1
      }
    },
    {
      "label": "$75K – $100K",
      "min": 75000,
      "max": 100000,
      "zips": 1,
      "locations": 4,
      "reviewsCount": 503,
      "totalScoreWeighted": 1940.3000000000002,
      "avgRating": 3.8574552683896624,
      "formats": {
        "detail_shop": 2,
        "express_tunnel": 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": "ChIJW_fdxT5r7IARav9uzDuufUQ",
      "title": "Steve's Central Coast Detailing",
      "city": "Santa Maria",
      "zip": "93455",
      "rating": 4.9,
      "reviewsCount": 19,
      "income": 91222,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJQw8rGL-Hcm4RZ0PP5PmJYBo",
      "title": "Danny's Auto Spa – Mobile Detailing",
      "city": "Santa Maria",
      "zip": "93458",
      "rating": 5,
      "reviewsCount": 51,
      "income": 44522,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJFft97WVs7IARuD58FQfC_2A",
      "title": "ROCK CHIP ARMOR",
      "city": "Santa Maria",
      "zip": "93455",
      "rating": 4.9,
      "reviewsCount": 47,
      "income": 91222,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ9_79lc5r7IARHp5Pm_dRI4M",
      "title": "Mister Car Wash",
      "city": "Santa Maria",
      "zip": "93454",
      "rating": 4.6,
      "reviewsCount": 52,
      "income": 56126,
      "format": "express_tunnel",
      "chain": "Mister Car Wash"
    },
    {
      "placeId": "ChIJ83IrBX5r7IARBG6mjC4vFrQ",
      "title": "Splash n Dash Car Wash",
      "city": "Santa Maria",
      "zip": "93454",
      "rating": 3.8,
      "reviewsCount": 72,
      "income": 56126,
      "format": "express_tunnel",
      "chain": "Splash n Dash Car Wash"
    },
    {
      "placeId": "ChIJ0R_QQocT7IAR4cOAaLZs-vE",
      "title": "Splash N Dash Car Wash - Orcutt",
      "city": "Santa Maria",
      "zip": "93455",
      "rating": 3.7,
      "reviewsCount": 220,
      "income": 91222,
      "format": "express_tunnel",
      "chain": "Splash n Dash Car Wash"
    },
    {
      "placeId": "ChIJg1guybFs7IAR70s0AeHmkZs",
      "title": "Splash N Dash Car Wash - Santa Maria",
      "city": "Santa Maria",
      "zip": "93455",
      "rating": 3.7,
      "reviewsCount": 217,
      "income": 91222,
      "format": "express_tunnel",
      "chain": "Splash n Dash Car Wash"
    },
    {
      "placeId": "ChIJF5VIynVs7IARATCzicrWI28",
      "title": "Splash N Dash Car Wash - Donovan Road",
      "city": "Santa Maria",
      "zip": "93454",
      "rating": 4.2,
      "reviewsCount": 254,
      "income": 56126,
      "format": "express_tunnel",
      "chain": "Splash n Dash Car Wash"
    },
    {
      "placeId": "ChIJwwkC8YNcVmsR8Nb1EzZ6QlY",
      "title": "Diaz Auto Detailing – Mobile Detailing & Ceramic Coating",
      "city": "Santa Maria",
      "zip": "93454",
      "rating": 5,
      "reviewsCount": 102,
      "income": 56126,
      "format": "detail_shop",
      "chain": "Independent"
    }
  ],
  "places": [
    {
      "placeId": "ChIJF5VIynVs7IARATCzicrWI28",
      "title": "Splash N Dash Car Wash - Donovan Road",
      "street": "202 E Donovan Rd",
      "city": "Santa Maria",
      "state": "CA",
      "zip": "93454",
      "lat": 34.9671806,
      "lng": -120.4329242,
      "totalScore": 4.2,
      "reviewsCount": 254,
      "scoredReviews": 21,
      "format": "express_tunnel",
      "chain": "Splash n Dash Car Wash",
      "income": 56126
    },
    {
      "placeId": "ChIJ0R_QQocT7IAR4cOAaLZs-vE",
      "title": "Splash N Dash Car Wash - Orcutt",
      "street": "5006 Orcutt Rd",
      "city": "Santa Maria",
      "state": "CA",
      "zip": "93455",
      "lat": 34.8647183,
      "lng": -120.4348392,
      "totalScore": 3.7,
      "reviewsCount": 220,
      "scoredReviews": 37,
      "format": "express_tunnel",
      "chain": "Splash n Dash Car Wash",
      "income": 91222
    },
    {
      "placeId": "ChIJg1guybFs7IAR70s0AeHmkZs",
      "title": "Splash N Dash Car Wash - Santa Maria",
      "street": "2175 S Bradley Rd",
      "city": "Santa Maria",
      "state": "CA",
      "zip": "93455",
      "lat": 34.920982,
      "lng": -120.4229601,
      "totalScore": 3.7,
      "reviewsCount": 217,
      "scoredReviews": 22,
      "format": "express_tunnel",
      "chain": "Splash n Dash Car Wash",
      "income": 91222
    },
    {
      "placeId": "ChIJwwkC8YNcVmsR8Nb1EzZ6QlY",
      "title": "Diaz Auto Detailing – Mobile Detailing & Ceramic Coating",
      "street": "300 E Battles Rd",
      "city": "Santa Maria",
      "state": "CA",
      "zip": "93454",
      "lat": 34.930823,
      "lng": -120.4328768,
      "totalScore": 5,
      "reviewsCount": 102,
      "scoredReviews": 91,
      "format": "detail_shop",
      "chain": null,
      "income": 56126
    },
    {
      "placeId": "ChIJ83IrBX5r7IARBG6mjC4vFrQ",
      "title": "Splash n Dash Car Wash",
      "street": "629 S Broadway",
      "city": "Santa Maria",
      "state": "CA",
      "zip": "93454",
      "lat": 34.946179,
      "lng": -120.4364214,
      "totalScore": 3.8,
      "reviewsCount": 72,
      "scoredReviews": 26,
      "format": "express_tunnel",
      "chain": "Splash n Dash Car Wash",
      "income": 56126
    },
    {
      "placeId": "ChIJ9_79lc5r7IARHp5Pm_dRI4M",
      "title": "Mister Car Wash",
      "street": "1925 S Broadway",
      "city": "Santa Maria",
      "state": "CA",
      "zip": "93454",
      "lat": 34.926052,
      "lng": -120.4364548,
      "totalScore": 4.6,
      "reviewsCount": 52,
      "scoredReviews": 35,
      "format": "express_tunnel",
      "chain": "Mister Car Wash",
      "income": 56126
    },
    {
      "placeId": "ChIJQw8rGL-Hcm4RZ0PP5PmJYBo",
      "title": "Danny's Auto Spa – Mobile Detailing",
      "street": "508 De Armond Pl",
      "city": "Santa Maria",
      "state": "CA",
      "zip": "93458",
      "lat": 34.939306,
      "lng": -120.430919,
      "totalScore": 5,
      "reviewsCount": 51,
      "scoredReviews": 49,
      "format": "detail_shop",
      "chain": null,
      "income": 44522
    },
    {
      "placeId": "ChIJFft97WVs7IARuD58FQfC_2A",
      "title": "ROCK CHIP ARMOR",
      "street": "2310 Westgate Rd STE 16",
      "city": "Santa Maria",
      "state": "CA",
      "zip": "93455",
      "lat": 34.9191327,
      "lng": -120.4600747,
      "totalScore": 4.9,
      "reviewsCount": 47,
      "scoredReviews": 10,
      "format": "detail_shop",
      "chain": null,
      "income": 91222
    },
    {
      "placeId": "ChIJW_fdxT5r7IARav9uzDuufUQ",
      "title": "Steve's Central Coast Detailing",
      "street": "2115 S Blosser Rd #106",
      "city": "Santa Maria",
      "state": "CA",
      "zip": "93455",
      "lat": 34.9217126,
      "lng": -120.4546254,
      "totalScore": 4.9,
      "reviewsCount": 19,
      "scoredReviews": 3,
      "format": "detail_shop",
      "chain": null,
      "income": 91222
    }
  ]
}