{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/whittier-ca.json",
  "humanUrl": "https://washindex.com/car-wash-cities/whittier-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": "whittier-ca",
  "name": "Whittier",
  "state": "CA",
  "msa": {
    "slug": "los-angeles",
    "name": "Los Angeles",
    "fullName": "Los Angeles-Long Beach-Anaheim, CA"
  },
  "generatedAt": "2026-05-20T09:09:20.813Z",
  "summary": {
    "totalLocations": 15,
    "totalChains": 4,
    "independentLocationCount": 11,
    "totalReviews": 2975,
    "scoredReviews": 706,
    "weightedAvgRating": 4.518319327731092,
    "damageRate": 0.028328611898016998,
    "membershipMentionRate": 0.0821529745042493,
    "membershipCancellationRate": 0.2413793103448276,
    "upsellPressureRate": 0.0056657223796034,
    "zipsWithIncomeData": 5,
    "medianHouseholdIncomeWeighted": 73369
  },
  "aspectScores": {
    "price": 0.5684210526315789,
    "wait_time": 0.6666666666666666,
    "result_quality": 0.8131868131868132,
    "staff": 0.8459821428571429,
    "equipment_working": -0.723404255319149,
    "cleanliness_of_facility": 0.68,
    "membership_value": -0.17647058823529413
  },
  "formatStats": [
    {
      "format": "detail_shop",
      "locationCount": 7,
      "reviewsCount": 639,
      "scoredReviews": 409,
      "avgRating": 4.956338028169014,
      "damageRate": 0,
      "cancellationRate": 0
    },
    {
      "format": "express_tunnel",
      "locationCount": 6,
      "reviewsCount": 2189,
      "scoredReviews": 291,
      "avgRating": 4.427455459113751,
      "damageRate": 0.06872852233676977,
      "cancellationRate": 0.25
    },
    {
      "format": "inbay_automatic",
      "locationCount": 2,
      "reviewsCount": 147,
      "scoredReviews": 6,
      "avgRating": 3.9673469387755107,
      "damageRate": 0,
      "cancellationRate": null
    }
  ],
  "chainsRanked": [
    {
      "name": "Big Wave Car Wash",
      "locationCount": 1,
      "reviewsCount": 55,
      "scoredReviews": 20,
      "avgRating": 3.8,
      "damageRate": 0.05,
      "cancellationRate": 0.2,
      "membershipMentionRate": 0.25,
      "upsellPressureRate": 0.05,
      "aspectScores": {
        "price": -0.16666666666666666,
        "wait_time": 1,
        "result_quality": -0.16666666666666666,
        "staff": 0.25,
        "equipment_working": -0.6,
        "cleanliness_of_facility": null,
        "membership_value": -0.5
      }
    },
    {
      "name": "Quick Quack Car Wash",
      "locationCount": 1,
      "reviewsCount": 37,
      "scoredReviews": 20,
      "avgRating": 4.6,
      "damageRate": 0,
      "cancellationRate": 0,
      "membershipMentionRate": 0.15,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 1,
        "wait_time": 1,
        "result_quality": 0.75,
        "staff": 1,
        "equipment_working": -0.3333333333333333,
        "cleanliness_of_facility": 1,
        "membership_value": 1
      }
    },
    {
      "name": "76",
      "locationCount": 1,
      "reviewsCount": 99,
      "scoredReviews": 3,
      "avgRating": 4,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": null,
        "wait_time": null,
        "result_quality": null,
        "staff": 0,
        "equipment_working": null,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    },
    {
      "name": "Conoco",
      "locationCount": 1,
      "reviewsCount": 48,
      "scoredReviews": 3,
      "avgRating": 3.9,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": null,
        "wait_time": null,
        "result_quality": null,
        "staff": -1,
        "equipment_working": null,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    }
  ],
  "zips": [
    {
      "zip": "90605",
      "income": 73369,
      "population": 39963,
      "homeValue": null,
      "locationCount": 5,
      "reviewsCount": 1104,
      "totalScoreWeighted": 4890.8,
      "avgRating": 4.430072463768116,
      "formats": {
        "express_tunnel": 2,
        "detail_shop": 2,
        "inbay_automatic": 1
      }
    },
    {
      "zip": "90604",
      "income": 70364,
      "population": 39417,
      "homeValue": null,
      "locationCount": 4,
      "reviewsCount": 298,
      "totalScoreWeighted": 1371.2,
      "avgRating": 4.6013422818791945,
      "formats": {
        "express_tunnel": 1,
        "detail_shop": 2,
        "inbay_automatic": 1
      }
    },
    {
      "zip": "90606",
      "income": 59723,
      "population": 31626,
      "homeValue": null,
      "locationCount": 4,
      "reviewsCount": 1248,
      "totalScoreWeighted": 5582.9,
      "avgRating": 4.473477564102564,
      "formats": {
        "express_tunnel": 3,
        "detail_shop": 1
      }
    },
    {
      "zip": "90601",
      "income": 81788,
      "population": 32571,
      "homeValue": null,
      "locationCount": 2,
      "reviewsCount": 118,
      "totalScoreWeighted": 582.8,
      "avgRating": 4.938983050847457,
      "formats": {
        "detail_shop": 2
      }
    },
    {
      "zip": "90603",
      "income": 102141,
      "population": 21357,
      "homeValue": null,
      "locationCount": 1,
      "reviewsCount": 207,
      "totalScoreWeighted": 1014.3000000000001,
      "avgRating": 4.9,
      "formats": {
        "detail_shop": 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": 3,
      "locations": 13,
      "reviewsCount": 2650,
      "totalScoreWeighted": 11844.9,
      "avgRating": 4.46977358490566,
      "formats": {
        "express_tunnel": 6,
        "detail_shop": 5,
        "inbay_automatic": 2
      }
    },
    {
      "label": "$75K – $100K",
      "min": 75000,
      "max": 100000,
      "zips": 1,
      "locations": 2,
      "reviewsCount": 118,
      "totalScoreWeighted": 582.8,
      "avgRating": 4.938983050847457,
      "formats": {
        "detail_shop": 2
      }
    },
    {
      "label": "$100K – $150K",
      "min": 100000,
      "max": 150000,
      "zips": 1,
      "locations": 1,
      "reviewsCount": 207,
      "totalScoreWeighted": 1014.3000000000001,
      "avgRating": 4.9,
      "formats": {
        "detail_shop": 1
      }
    },
    {
      "label": "$150K+",
      "min": 150000,
      "max": null,
      "zips": 0,
      "locations": 0,
      "reviewsCount": 0,
      "totalScoreWeighted": 0,
      "avgRating": 0,
      "formats": {}
    }
  ],
  "scatter": [
    {
      "placeId": "ChIJa2UOsvHVwoARDHKCmLt6tzM",
      "title": "Big Wave Express Car Wash (Whittier)",
      "city": "Whittier",
      "zip": "90604",
      "rating": 3.8,
      "reviewsCount": 55,
      "income": 70364,
      "format": "express_tunnel",
      "chain": "Big Wave Car Wash"
    },
    {
      "placeId": "ChIJwdHw6TbTwoAR7lKlO2jJ_bg",
      "title": "5 N' GO Express Car Wash",
      "city": "Whittier",
      "zip": "90605",
      "rating": 4.4,
      "reviewsCount": 859,
      "income": 73369,
      "format": "express_tunnel",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJZX4pbOjTwoARdm4jG7jYIxI",
      "title": "Fresco Auto Detailing",
      "city": "Whittier",
      "zip": "90604",
      "rating": 5,
      "reviewsCount": 183,
      "income": 70364,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJkew4TcDTwoARmVAM5Xpspnw",
      "title": "Googie Car Wash",
      "city": "Whittier",
      "zip": "90606",
      "rating": 4.5,
      "reviewsCount": 664,
      "income": 59723,
      "format": "express_tunnel",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJHSAEQuO85GYRQfyuNsY_sgE",
      "title": "Soothing Suds Auto Detailing",
      "city": "Whittier",
      "zip": "90604",
      "rating": 5,
      "reviewsCount": 12,
      "income": 70364,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJtbAFyh7HQYcRKcUY9OM2UGw",
      "title": "Thrive Detail USA - Mobile Car Detailing & Ceramic Coating",
      "city": "Whittier",
      "zip": "90601",
      "rating": 5,
      "reviewsCount": 100,
      "income": 81788,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJSWhZg4PRwoARPK8jxZ_eNxU",
      "title": "Riviera 5 Minute Express Wash",
      "city": "Whittier",
      "zip": "90606",
      "rating": 4.2,
      "reviewsCount": 127,
      "income": 59723,
      "format": "express_tunnel",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ_Xu_bUPTwoARTQrPx23X0kE",
      "title": "Super Slick Auto Detail",
      "city": "Whittier",
      "zip": "90601",
      "rating": 4.6,
      "reviewsCount": 18,
      "income": 81788,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ4Vfx0aLTwoARxUnnx5Y5VL0",
      "title": "Wash & Go Carwash",
      "city": "Whittier",
      "zip": "90606",
      "rating": 4.5,
      "reviewsCount": 447,
      "income": 59723,
      "format": "express_tunnel",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJI89q3-vUpY8R85z_7yhJdSA",
      "title": "Mr Solution Mobile Wash & Detailing",
      "city": "Whittier",
      "zip": "90605",
      "rating": 5,
      "reviewsCount": 10,
      "income": 73369,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJGxAaXyU4BiARxD7F5GutzEY",
      "title": "Luxury Touch Detail - Mobile Detailing",
      "city": "Whittier",
      "zip": "90605",
      "rating": 5,
      "reviewsCount": 99,
      "income": 73369,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJYyfIvibTwoARKEtKr_2wkV0",
      "title": "Quick Quack Car Wash",
      "city": "Whittier",
      "zip": "90605",
      "rating": 4.6,
      "reviewsCount": 37,
      "income": 73369,
      "format": "express_tunnel",
      "chain": "Quick Quack Car Wash"
    },
    {
      "placeId": "ChIJEcUqCYPTwoARv3eB5pJruT8",
      "title": "76",
      "city": "Whittier",
      "zip": "90605",
      "rating": 4,
      "reviewsCount": 99,
      "income": 73369,
      "format": "inbay_automatic",
      "chain": "76"
    },
    {
      "placeId": "ChIJL3rJTO_TwoARo8mz5MSYGKE",
      "title": "The CRWSH",
      "city": "Whittier",
      "zip": "90606",
      "rating": 5,
      "reviewsCount": 10,
      "income": 59723,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJX242K1HTwoARS5JIW76QXHI",
      "title": "76",
      "city": "Whittier",
      "zip": "90604",
      "rating": 3.9,
      "reviewsCount": 48,
      "income": 70364,
      "format": "inbay_automatic",
      "chain": "Conoco"
    }
  ],
  "places": [
    {
      "placeId": "ChIJwdHw6TbTwoAR7lKlO2jJ_bg",
      "title": "5 N' GO Express Car Wash",
      "street": "13410 Leffingwell Rd",
      "city": "Whittier",
      "state": "CA",
      "zip": "90605",
      "lat": 33.9183842,
      "lng": -118.0463924,
      "totalScore": 4.4,
      "reviewsCount": 859,
      "scoredReviews": 52,
      "format": "express_tunnel",
      "chain": null,
      "income": 73369
    },
    {
      "placeId": "ChIJkew4TcDTwoARmVAM5Xpspnw",
      "title": "Googie Car Wash",
      "street": "8016 Santa Fe Springs Rd",
      "city": "Whittier",
      "state": "CA",
      "zip": "90606",
      "lat": 33.967361,
      "lng": -118.041911,
      "totalScore": 4.5,
      "reviewsCount": 664,
      "scoredReviews": 141,
      "format": "express_tunnel",
      "chain": null,
      "income": 59723
    },
    {
      "placeId": "ChIJ4Vfx0aLTwoARxUnnx5Y5VL0",
      "title": "Wash & Go Carwash",
      "street": "11626 Washington Blvd",
      "city": "Whittier",
      "state": "CA",
      "zip": "90606",
      "lat": 33.9699926,
      "lng": -118.0645547,
      "totalScore": 4.5,
      "reviewsCount": 447,
      "scoredReviews": 54,
      "format": "express_tunnel",
      "chain": null,
      "income": 59723
    },
    {
      "placeId": "ChIJZX4pbOjTwoARdm4jG7jYIxI",
      "title": "Fresco Auto Detailing",
      "street": "14255 Tedford Dr E",
      "city": "Whittier",
      "state": "CA",
      "zip": "90604",
      "lat": 33.9200221,
      "lng": -118.0284786,
      "totalScore": 5,
      "reviewsCount": 183,
      "scoredReviews": 79,
      "format": "detail_shop",
      "chain": null,
      "income": 70364
    },
    {
      "placeId": "ChIJSWhZg4PRwoARPK8jxZ_eNxU",
      "title": "Riviera 5 Minute Express Wash",
      "street": "10121 Whittier Blvd",
      "city": "Whittier",
      "state": "CA",
      "zip": "90606",
      "lat": 33.9952409,
      "lng": -118.0706289,
      "totalScore": 4.2,
      "reviewsCount": 127,
      "scoredReviews": 4,
      "format": "express_tunnel",
      "chain": null,
      "income": 59723
    },
    {
      "placeId": "ChIJtbAFyh7HQYcRKcUY9OM2UGw",
      "title": "Thrive Detail USA - Mobile Car Detailing & Ceramic Coating",
      "street": "12220 Howard St",
      "city": "Whittier",
      "state": "CA",
      "zip": "90601",
      "lat": 33.988827,
      "lng": -118.0463319,
      "totalScore": 5,
      "reviewsCount": 100,
      "scoredReviews": 94,
      "format": "detail_shop",
      "chain": null,
      "income": 81788
    },
    {
      "placeId": "ChIJGxAaXyU4BiARxD7F5GutzEY",
      "title": "Luxury Touch Detail - Mobile Detailing",
      "street": "14831 Whittier Blvd",
      "city": "Whittier",
      "state": "CA",
      "zip": "90605",
      "lat": 33.9500032,
      "lng": -118.00861,
      "totalScore": 5,
      "reviewsCount": 99,
      "scoredReviews": 84,
      "format": "detail_shop",
      "chain": null,
      "income": 73369
    },
    {
      "placeId": "ChIJEcUqCYPTwoARv3eB5pJruT8",
      "title": "76",
      "street": "13709 Whittier Blvd",
      "city": "Whittier",
      "state": "CA",
      "zip": "90605",
      "lat": 33.96066,
      "lng": -118.027756,
      "totalScore": 4,
      "reviewsCount": 99,
      "scoredReviews": 3,
      "format": "inbay_automatic",
      "chain": "76",
      "income": 73369
    },
    {
      "placeId": "ChIJa2UOsvHVwoARDHKCmLt6tzM",
      "title": "Big Wave Express Car Wash (Whittier)",
      "street": "15003 Mulberry Dr",
      "city": "Whittier",
      "state": "CA",
      "zip": "90604",
      "lat": 33.9355817,
      "lng": -118.0113489,
      "totalScore": 3.8,
      "reviewsCount": 55,
      "scoredReviews": 20,
      "format": "express_tunnel",
      "chain": "Big Wave Car Wash",
      "income": 70364
    },
    {
      "placeId": "ChIJX242K1HTwoARS5JIW76QXHI",
      "title": "76",
      "street": "14400 Telegraph Rd",
      "city": "Whittier",
      "state": "CA",
      "zip": "90604",
      "lat": 33.92468,
      "lng": -118.02438,
      "totalScore": 3.9,
      "reviewsCount": 48,
      "scoredReviews": 3,
      "format": "inbay_automatic",
      "chain": "Conoco",
      "income": 70364
    },
    {
      "placeId": "ChIJYyfIvibTwoARKEtKr_2wkV0",
      "title": "Quick Quack Car Wash",
      "street": "14300 Whittier Blvd",
      "city": "Whittier",
      "state": "CA",
      "zip": "90605",
      "lat": 33.9551519,
      "lng": -118.0194974,
      "totalScore": 4.6,
      "reviewsCount": 37,
      "scoredReviews": 20,
      "format": "express_tunnel",
      "chain": "Quick Quack Car Wash",
      "income": 73369
    },
    {
      "placeId": "ChIJ_Xu_bUPTwoARTQrPx23X0kE",
      "title": "Super Slick Auto Detail",
      "street": "11721 Whittier Blvd Suite 654",
      "city": "Whittier",
      "state": "CA",
      "zip": "90601",
      "lat": 33.9822431,
      "lng": -118.0512493,
      "totalScore": 4.6,
      "reviewsCount": 18,
      "scoredReviews": 18,
      "format": "detail_shop",
      "chain": null,
      "income": 81788
    },
    {
      "placeId": "ChIJHSAEQuO85GYRQfyuNsY_sgE",
      "title": "Soothing Suds Auto Detailing",
      "street": "16505 Woodbrier Dr",
      "city": "Whittier",
      "state": "CA",
      "zip": "90604",
      "lat": 33.9213899,
      "lng": -117.9787046,
      "totalScore": 5,
      "reviewsCount": 12,
      "scoredReviews": 12,
      "format": "detail_shop",
      "chain": null,
      "income": 70364
    },
    {
      "placeId": "ChIJI89q3-vUpY8R85z_7yhJdSA",
      "title": "Mr Solution Mobile Wash & Detailing",
      "street": "9817 Painter Ave",
      "city": "Whittier",
      "state": "CA",
      "zip": "90605",
      "lat": 33.9485258,
      "lng": -118.0480426,
      "totalScore": 5,
      "reviewsCount": 10,
      "scoredReviews": 10,
      "format": "detail_shop",
      "chain": null,
      "income": 73369
    },
    {
      "placeId": "ChIJL3rJTO_TwoARo8mz5MSYGKE",
      "title": "The CRWSH",
      "street": "8509 Alburtis Ave",
      "city": "Whittier",
      "state": "CA",
      "zip": "90606",
      "lat": 33.9652862,
      "lng": -118.0763511,
      "totalScore": 5,
      "reviewsCount": 10,
      "scoredReviews": 9,
      "format": "detail_shop",
      "chain": null,
      "income": 59723
    }
  ]
}