{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/sherman-oaks-ca.json",
  "humanUrl": "https://washindex.com/car-wash-cities/sherman-oaks-ca",
  "msaApiUrl": "https://washindex.com/api/msas/los-angeles.json",
  "msaHumanUrl": "https://washindex.com/car-wash-markets/los-angeles",
  "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": "sherman-oaks-ca",
  "name": "Sherman Oaks",
  "state": "CA",
  "msa": {
    "slug": "los-angeles",
    "name": "Los Angeles",
    "fullName": "Los Angeles-Long Beach-Anaheim, CA"
  },
  "generatedAt": "2026-05-20T09:09:51.206Z",
  "summary": {
    "totalLocations": 11,
    "totalChains": 2,
    "independentLocationCount": 9,
    "totalReviews": 3029,
    "scoredReviews": 1463,
    "weightedAvgRating": 4.285902938263454,
    "damageRate": 0.019822282980177717,
    "membershipMentionRate": 0.04784688995215311,
    "membershipCancellationRate": 0.07142857142857142,
    "upsellPressureRate": 0.01367053998632946,
    "zipsWithIncomeData": 4,
    "medianHouseholdIncomeWeighted": 171978
  },
  "aspectScores": {
    "price": 0.4336917562724014,
    "wait_time": 0.38181818181818183,
    "result_quality": 0.728382502543235,
    "staff": 0.6892067620286085,
    "equipment_working": 0.40476190476190477,
    "cleanliness_of_facility": 0.9365079365079365,
    "membership_value": 0.4909090909090909
  },
  "formatStats": [
    {
      "format": "detail_shop",
      "locationCount": 5,
      "reviewsCount": 276,
      "scoredReviews": 178,
      "avgRating": 4.860869565217391,
      "damageRate": 0.0056179775280898875,
      "cancellationRate": null
    },
    {
      "format": "full_service",
      "locationCount": 4,
      "reviewsCount": 1973,
      "scoredReviews": 905,
      "avgRating": 4.1206284845413075,
      "damageRate": 0.022099447513812154,
      "cancellationRate": 0.08333333333333333
    },
    {
      "format": "express_tunnel",
      "locationCount": 2,
      "reviewsCount": 780,
      "scoredReviews": 380,
      "avgRating": 4.500512820512821,
      "damageRate": 0.021052631578947368,
      "cancellationRate": 0.058823529411764705
    }
  ],
  "chainsRanked": [
    {
      "name": "Xclusive Auto Spa & Valet",
      "locationCount": 1,
      "reviewsCount": 18,
      "scoredReviews": 5,
      "avgRating": 3.7999999999999994,
      "damageRate": 0,
      "cancellationRate": 0,
      "membershipMentionRate": 0.2,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -0.3333333333333333,
        "wait_time": null,
        "result_quality": 0.2,
        "staff": 0.3333333333333333,
        "equipment_working": null,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    },
    {
      "name": "Affordable Headlight Restoration",
      "locationCount": 1,
      "reviewsCount": 11,
      "scoredReviews": 4,
      "avgRating": 5,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 1,
        "wait_time": null,
        "result_quality": 1,
        "staff": 1,
        "equipment_working": null,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    }
  ],
  "zips": [
    {
      "zip": "91423",
      "income": 171978,
      "population": 35364,
      "homeValue": null,
      "locationCount": 5,
      "reviewsCount": 1854,
      "totalScoreWeighted": 8043.599999999999,
      "avgRating": 4.338511326860841,
      "formats": {
        "full_service": 3,
        "detail_shop": 2
      }
    },
    {
      "zip": "91403",
      "income": 209442,
      "population": 28056,
      "homeValue": null,
      "locationCount": 4,
      "reviewsCount": 395,
      "totalScoreWeighted": 1428,
      "avgRating": 3.6151898734177217,
      "formats": {
        "full_service": 1,
        "detail_shop": 3
      }
    },
    {
      "zip": "91401",
      "income": 82962,
      "population": 38073,
      "homeValue": null,
      "locationCount": 1,
      "reviewsCount": 292,
      "totalScoreWeighted": 1168,
      "avgRating": 4,
      "formats": {
        "express_tunnel": 1
      }
    },
    {
      "zip": "91411",
      "income": 74768,
      "population": 22911,
      "homeValue": null,
      "locationCount": 1,
      "reviewsCount": 488,
      "totalScoreWeighted": 2342.4,
      "avgRating": 4.8,
      "formats": {
        "express_tunnel": 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": 1,
      "reviewsCount": 488,
      "totalScoreWeighted": 2342.4,
      "avgRating": 4.8,
      "formats": {
        "express_tunnel": 1
      }
    },
    {
      "label": "$75K – $100K",
      "min": 75000,
      "max": 100000,
      "zips": 1,
      "locations": 1,
      "reviewsCount": 292,
      "totalScoreWeighted": 1168,
      "avgRating": 4,
      "formats": {
        "express_tunnel": 1
      }
    },
    {
      "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": 2,
      "locations": 9,
      "reviewsCount": 2249,
      "totalScoreWeighted": 9471.599999999999,
      "avgRating": 4.21147176522899,
      "formats": {
        "full_service": 4,
        "detail_shop": 5
      }
    }
  ],
  "scatter": [
    {
      "placeId": "ChIJqTv7ryuXwoARPMQ1ykxyO7U",
      "title": "Ocean Express Car Wash",
      "city": "Sherman Oaks",
      "zip": "91401",
      "rating": 4,
      "reviewsCount": 292,
      "income": 82962,
      "format": "express_tunnel",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ85wOeuqXwoARo1beY1HifJI",
      "title": "Sherman Oaks Car Wash",
      "city": "Sherman Oaks",
      "zip": "91403",
      "rating": 3.4,
      "reviewsCount": 334,
      "income": 209442,
      "format": "full_service",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJEcr0QSeWwoARFczcRLg42D8",
      "title": "Ventura Car Wash",
      "city": "Sherman Oaks",
      "zip": "91423",
      "rating": 3.8,
      "reviewsCount": 344,
      "income": 171978,
      "format": "full_service",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJJ7JOIWCXwoARUsena7FHraQ",
      "title": "1625 Car Detailing",
      "city": "Sherman Oaks",
      "zip": "91423",
      "rating": 5,
      "reviewsCount": 129,
      "income": 171978,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJFTTXwDGWwoARD1KgqkH85w8",
      "title": "Fashion Square Car Wash & Oil Change",
      "city": "Sherman Oaks",
      "zip": "91423",
      "rating": 4.4,
      "reviewsCount": 1277,
      "income": 171978,
      "format": "full_service",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJNZ1Bs-KXwoARicuYqlfLFhA",
      "title": "Blue Wash Express Car Wash Sherman Oaks",
      "city": "Sherman Oaks",
      "zip": "91411",
      "rating": 4.8,
      "reviewsCount": 488,
      "income": 74768,
      "format": "express_tunnel",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJOXF7TuKXwoARH7bLIaK26zk",
      "title": "CITY 2 CITY MOBILE DETAILING",
      "city": "Sherman Oaks",
      "zip": "91403",
      "rating": 4.3,
      "reviewsCount": 18,
      "income": 209442,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJYTZqitqXwoAR6A8M0KIB2-M",
      "title": "Xclusive Auto Spa & Valet",
      "city": "Sherman Oaks",
      "zip": "91423",
      "rating": 3.8,
      "reviewsCount": 18,
      "income": 171978,
      "format": "full_service",
      "chain": "Xclusive Auto Spa & Valet"
    },
    {
      "placeId": "ChIJDYvb3XKXwoARO102zmCr0gs",
      "title": "Milan Ultra",
      "city": "Sherman Oaks",
      "zip": "91403",
      "rating": 5,
      "reviewsCount": 32,
      "income": 209442,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJOx8zVY8v6IARvxeyHPegB-8",
      "title": "Affordable Headlight Restoration",
      "city": "Sherman Oaks",
      "zip": "91403",
      "rating": 5,
      "reviewsCount": 11,
      "income": 209442,
      "format": "detail_shop",
      "chain": "Affordable Headlight Restoration"
    },
    {
      "placeId": "ChIJaXPy3siXwoARDEXT57e1jxQ",
      "title": "Sticker City",
      "city": "Sherman Oaks",
      "zip": "91423",
      "rating": 4.7,
      "reviewsCount": 86,
      "income": 171978,
      "format": "detail_shop",
      "chain": "Independent"
    }
  ],
  "places": [
    {
      "placeId": "ChIJFTTXwDGWwoARD1KgqkH85w8",
      "title": "Fashion Square Car Wash & Oil Change",
      "street": "4625 Woodman Ave",
      "city": "Sherman Oaks",
      "state": "CA",
      "zip": "91423",
      "lat": 34.1548112,
      "lng": -118.431772,
      "totalScore": 4.4,
      "reviewsCount": 1277,
      "scoredReviews": 809,
      "format": "full_service",
      "chain": null,
      "income": 171978
    },
    {
      "placeId": "ChIJNZ1Bs-KXwoARicuYqlfLFhA",
      "title": "Blue Wash Express Car Wash Sherman Oaks",
      "street": "5546 Sepulveda Blvd",
      "city": "Sherman Oaks",
      "state": "CA",
      "zip": "91411",
      "lat": 34.1713897,
      "lng": -118.4657062,
      "totalScore": 4.8,
      "reviewsCount": 488,
      "scoredReviews": 341,
      "format": "express_tunnel",
      "chain": null,
      "income": 74768
    },
    {
      "placeId": "ChIJEcr0QSeWwoARFczcRLg42D8",
      "title": "Ventura Car Wash",
      "street": "13320 Ventura Blvd",
      "city": "Sherman Oaks",
      "state": "CA",
      "zip": "91423",
      "lat": 34.1463104,
      "lng": -118.4231755,
      "totalScore": 3.8,
      "reviewsCount": 344,
      "scoredReviews": 37,
      "format": "full_service",
      "chain": null,
      "income": 171978
    },
    {
      "placeId": "ChIJ85wOeuqXwoARo1beY1HifJI",
      "title": "Sherman Oaks Car Wash",
      "street": "15150 Ventura Blvd",
      "city": "Sherman Oaks",
      "state": "CA",
      "zip": "91403",
      "lat": 34.1531565,
      "lng": -118.4635793,
      "totalScore": 3.4,
      "reviewsCount": 334,
      "scoredReviews": 54,
      "format": "full_service",
      "chain": null,
      "income": 209442
    },
    {
      "placeId": "ChIJqTv7ryuXwoARPMQ1ykxyO7U",
      "title": "Ocean Express Car Wash",
      "street": "5300 Van Nuys Blvd",
      "city": "Sherman Oaks",
      "state": "CA",
      "zip": "91401",
      "lat": 34.1669707,
      "lng": -118.4484919,
      "totalScore": 4,
      "reviewsCount": 292,
      "scoredReviews": 39,
      "format": "express_tunnel",
      "chain": null,
      "income": 82962
    },
    {
      "placeId": "ChIJJ7JOIWCXwoARUsena7FHraQ",
      "title": "1625 Car Detailing",
      "street": "13535 Ventura Blvd",
      "city": "Sherman Oaks",
      "state": "CA",
      "zip": "91423",
      "lat": 34.1479042,
      "lng": -118.4281692,
      "totalScore": 5,
      "reviewsCount": 129,
      "scoredReviews": 121,
      "format": "detail_shop",
      "chain": null,
      "income": 171978
    },
    {
      "placeId": "ChIJaXPy3siXwoARDEXT57e1jxQ",
      "title": "Sticker City",
      "street": "4638 Van Nuys Blvd",
      "city": "Sherman Oaks",
      "state": "CA",
      "zip": "91423",
      "lat": 34.155852,
      "lng": -118.448446,
      "totalScore": 4.7,
      "reviewsCount": 86,
      "scoredReviews": 22,
      "format": "detail_shop",
      "chain": null,
      "income": 171978
    },
    {
      "placeId": "ChIJDYvb3XKXwoARO102zmCr0gs",
      "title": "Milan Ultra",
      "street": "15303 Ventura Blvd #900",
      "city": "Sherman Oaks",
      "state": "CA",
      "zip": "91403",
      "lat": 34.154777,
      "lng": -118.4671438,
      "totalScore": 5,
      "reviewsCount": 32,
      "scoredReviews": 27,
      "format": "detail_shop",
      "chain": null,
      "income": 209442
    },
    {
      "placeId": "ChIJOXF7TuKXwoARH7bLIaK26zk",
      "title": "CITY 2 CITY MOBILE DETAILING",
      "street": "15233 Ventura Blvd Suite 500",
      "city": "Sherman Oaks",
      "state": "CA",
      "zip": "91403",
      "lat": 34.1539733,
      "lng": -118.4652732,
      "totalScore": 4.3,
      "reviewsCount": 18,
      "scoredReviews": 4,
      "format": "detail_shop",
      "chain": null,
      "income": 209442
    },
    {
      "placeId": "ChIJYTZqitqXwoAR6A8M0KIB2-M",
      "title": "Xclusive Auto Spa & Valet",
      "street": "14006 Riverside Dr",
      "city": "Sherman Oaks",
      "state": "CA",
      "zip": "91423",
      "lat": 34.1559785,
      "lng": -118.4359124,
      "totalScore": 3.8,
      "reviewsCount": 18,
      "scoredReviews": 5,
      "format": "full_service",
      "chain": "Xclusive Auto Spa & Valet",
      "income": 171978
    },
    {
      "placeId": "ChIJOx8zVY8v6IARvxeyHPegB-8",
      "title": "Affordable Headlight Restoration",
      "street": "4735 Sepulveda Blvd #160",
      "city": "Sherman Oaks",
      "state": "CA",
      "zip": "91403",
      "lat": 34.1566861,
      "lng": -118.4665507,
      "totalScore": 5,
      "reviewsCount": 11,
      "scoredReviews": 4,
      "format": "detail_shop",
      "chain": "Affordable Headlight Restoration",
      "income": 209442
    }
  ]
}