{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/magnolia-tx.json",
  "humanUrl": "https://washindex.com/car-wash-cities/magnolia-tx",
  "msaApiUrl": "https://washindex.com/api/msas/houston.json",
  "msaHumanUrl": "https://washindex.com/car-wash-markets/houston",
  "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": "magnolia-tx",
  "name": "Magnolia",
  "state": "TX",
  "msa": {
    "slug": "houston",
    "name": "Houston",
    "fullName": "Houston-Pasadena-The Woodlands, TX"
  },
  "generatedAt": "2026-05-20T09:07:29.542Z",
  "summary": {
    "totalLocations": 14,
    "totalChains": 6,
    "independentLocationCount": 6,
    "totalReviews": 7460,
    "scoredReviews": 4209,
    "weightedAvgRating": 4.819906166219839,
    "damageRate": 0.00688999762413875,
    "membershipMentionRate": 0.0686623901164172,
    "membershipCancellationRate": 0.08304498269896193,
    "upsellPressureRate": 0.004038964124495129,
    "zipsWithIncomeData": 2,
    "medianHouseholdIncomeWeighted": 115146
  },
  "aspectScores": {
    "price": 0.5459459459459459,
    "wait_time": 0.9069767441860465,
    "result_quality": 0.9079365079365079,
    "staff": 0.9629526462395543,
    "equipment_working": 0.1640625,
    "cleanliness_of_facility": 0.9583333333333334,
    "membership_value": 0.5266272189349113
  },
  "formatStats": [
    {
      "format": "express_tunnel",
      "locationCount": 8,
      "reviewsCount": 6468,
      "scoredReviews": 3722,
      "avgRating": 4.811796536796537,
      "damageRate": 0.007254164427727029,
      "cancellationRate": 0.08391608391608392
    },
    {
      "format": "detail_shop",
      "locationCount": 6,
      "reviewsCount": 992,
      "scoredReviews": 487,
      "avgRating": 4.872782258064516,
      "damageRate": 0.004106776180698152,
      "cancellationRate": 0
    }
  ],
  "chainsRanked": [
    {
      "name": "Mister Car Wash",
      "locationCount": 2,
      "reviewsCount": 380,
      "scoredReviews": 239,
      "avgRating": 4.575526315789474,
      "damageRate": 0.02092050209205021,
      "cancellationRate": 0.06060606060606061,
      "membershipMentionRate": 0.13807531380753138,
      "upsellPressureRate": 0.02092050209205021,
      "aspectScores": {
        "price": 0.23529411764705882,
        "wait_time": 0.5384615384615384,
        "result_quality": 0.6,
        "staff": 0.823170731707317,
        "equipment_working": -0.29411764705882354,
        "cleanliness_of_facility": 1,
        "membership_value": 0.7142857142857143
      }
    },
    {
      "name": "ClearWater Express Wash",
      "locationCount": 2,
      "reviewsCount": 2546,
      "scoredReviews": 1903,
      "avgRating": 4.946190102120974,
      "damageRate": 0.002627430373095113,
      "cancellationRate": 0.03731343283582089,
      "membershipMentionRate": 0.07041513399894903,
      "upsellPressureRate": 0.0021019442984760903,
      "aspectScores": {
        "price": 0.8461538461538461,
        "wait_time": 0.9534883720930233,
        "result_quality": 0.9542645241038319,
        "staff": 0.9853521126760564,
        "equipment_working": 0.5531914893617021,
        "cleanliness_of_facility": 0.971830985915493,
        "membership_value": 0.8108108108108109
      }
    },
    {
      "name": "Quick Quack Car Wash",
      "locationCount": 1,
      "reviewsCount": 1831,
      "scoredReviews": 462,
      "avgRating": 4.7,
      "damageRate": 0.015151515151515152,
      "cancellationRate": 0.175,
      "membershipMentionRate": 0.08658008658008658,
      "upsellPressureRate": 0.008658008658008658,
      "aspectScores": {
        "price": -0.5555555555555556,
        "wait_time": 0.9166666666666666,
        "result_quality": 0.5916666666666667,
        "staff": 0.9065934065934066,
        "equipment_working": -0.4444444444444444,
        "cleanliness_of_facility": 0.6923076923076923,
        "membership_value": -0.07142857142857142
      }
    },
    {
      "name": "BlueWave Express Car Wash",
      "locationCount": 1,
      "reviewsCount": 1382,
      "scoredReviews": 902,
      "avgRating": 4.8,
      "damageRate": 0.0033259423503325942,
      "cancellationRate": 0.11538461538461539,
      "membershipMentionRate": 0.057649667405764965,
      "upsellPressureRate": 0.0033259423503325942,
      "aspectScores": {
        "price": 0.8181818181818182,
        "wait_time": 1,
        "result_quality": 0.9736842105263158,
        "staff": 0.9734939759036144,
        "equipment_working": 0.7857142857142857,
        "cleanliness_of_facility": 1,
        "membership_value": 0.4838709677419355
      }
    },
    {
      "name": "Links Car Wash",
      "locationCount": 1,
      "reviewsCount": 55,
      "scoredReviews": 45,
      "avgRating": 4.3,
      "damageRate": 0.08888888888888889,
      "cancellationRate": 0.25,
      "membershipMentionRate": 0.08888888888888889,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.42857142857142855,
        "wait_time": null,
        "result_quality": 0.5384615384615384,
        "staff": 0.4,
        "equipment_working": -0.3333333333333333,
        "cleanliness_of_facility": 1,
        "membership_value": -0.5
      }
    },
    {
      "name": "Quick N Clean Car Wash",
      "locationCount": 1,
      "reviewsCount": 274,
      "scoredReviews": 171,
      "avgRating": 4.8,
      "damageRate": 0.017543859649122806,
      "cancellationRate": 0.13043478260869565,
      "membershipMentionRate": 0.13450292397660818,
      "upsellPressureRate": 0.005847953216374269,
      "aspectScores": {
        "price": 0.5,
        "wait_time": 1,
        "result_quality": 0.8048780487804879,
        "staff": 0.9304347826086956,
        "equipment_working": 0.17647058823529413,
        "cleanliness_of_facility": 1,
        "membership_value": 0.2
      }
    }
  ],
  "zips": [
    {
      "zip": "77354",
      "income": 115146,
      "population": 45213,
      "homeValue": null,
      "locationCount": 13,
      "reviewsCount": 7443,
      "totalScoreWeighted": 35871.5,
      "avgRating": 4.8194948273545615,
      "formats": {
        "detail_shop": 5,
        "express_tunnel": 8
      }
    },
    {
      "zip": "77355",
      "income": 115884,
      "population": 29652,
      "homeValue": null,
      "locationCount": 1,
      "reviewsCount": 17,
      "totalScoreWeighted": 85,
      "avgRating": 5,
      "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": 0,
      "locations": 0,
      "reviewsCount": 0,
      "totalScoreWeighted": 0,
      "avgRating": 0,
      "formats": {}
    },
    {
      "label": "$75K – $100K",
      "min": 75000,
      "max": 100000,
      "zips": 0,
      "locations": 0,
      "reviewsCount": 0,
      "totalScoreWeighted": 0,
      "avgRating": 0,
      "formats": {}
    },
    {
      "label": "$100K – $150K",
      "min": 100000,
      "max": 150000,
      "zips": 2,
      "locations": 14,
      "reviewsCount": 7460,
      "totalScoreWeighted": 35956.5,
      "avgRating": 4.819906166219839,
      "formats": {
        "detail_shop": 6,
        "express_tunnel": 8
      }
    },
    {
      "label": "$150K+",
      "min": 150000,
      "max": null,
      "zips": 0,
      "locations": 0,
      "reviewsCount": 0,
      "totalScoreWeighted": 0,
      "avgRating": 0,
      "formats": {}
    }
  ],
  "scatter": [
    {
      "placeId": "ChIJYV613AcwR4YRtpnuSabeY7M",
      "title": "The Krest Hand Car Wash & Detail Super Center",
      "city": "Magnolia",
      "zip": "77354",
      "rating": 4.6,
      "reviewsCount": 298,
      "income": 115146,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJmbLjFbk3R4YRuv0t3y2EifU",
      "title": "Royal Auto Detailing",
      "city": "Magnolia",
      "zip": "77354",
      "rating": 5,
      "reviewsCount": 128,
      "income": 115146,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJAzvE3gEvR4YR9kRj4lyXD5w",
      "title": "Quick Quack Car Wash",
      "city": "Magnolia",
      "zip": "77354",
      "rating": 4.7,
      "reviewsCount": 1831,
      "income": 115146,
      "format": "express_tunnel",
      "chain": "Quick Quack Car Wash"
    },
    {
      "placeId": "ChIJ6R-sWAWbRIYRgxvE9qD3WoA",
      "title": "Ultra Auto Spa",
      "city": "Magnolia",
      "zip": "77354",
      "rating": 5,
      "reviewsCount": 457,
      "income": 115146,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJY6G34fsvR4YR0_7m07ASpNc",
      "title": "BlueWave Express Car Wash",
      "city": "Magnolia",
      "zip": "77354",
      "rating": 4.8,
      "reviewsCount": 1382,
      "income": 115146,
      "format": "express_tunnel",
      "chain": "BlueWave Express Car Wash"
    },
    {
      "placeId": "ChIJXZhtsuIOkgERUHjU_rMsztI",
      "title": "Mobiluxe Mobile Detailing",
      "city": "Magnolia",
      "zip": "77355",
      "rating": 5,
      "reviewsCount": 17,
      "income": 115884,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ6QwX8qwvR4YRqfeMqXlXVUI",
      "title": "Rich's Car Wash - Magnolia, TX",
      "city": "Magnolia",
      "zip": "77354",
      "rating": 4.3,
      "reviewsCount": 55,
      "income": 115146,
      "format": "express_tunnel",
      "chain": "Links Car Wash"
    },
    {
      "placeId": "ChIJ-79QXwAvR4YRipnGFnVhaf0",
      "title": "Mister Car Wash",
      "city": "Magnolia",
      "zip": "77354",
      "rating": 4,
      "reviewsCount": 137,
      "income": 115146,
      "format": "express_tunnel",
      "chain": "Mister Car Wash"
    },
    {
      "placeId": "ChIJo-bIrM8xR4YRNrzmmFZqEu0",
      "title": "Quick N Clean Car Wash",
      "city": "Magnolia",
      "zip": "77354",
      "rating": 4.8,
      "reviewsCount": 274,
      "income": 115146,
      "format": "express_tunnel",
      "chain": "Quick N Clean Car Wash"
    },
    {
      "placeId": "ChIJN30tLgAnR4YRFBe9QdHBKHs",
      "title": "Mister Car Wash",
      "city": "Magnolia",
      "zip": "77354",
      "rating": 4.9,
      "reviewsCount": 243,
      "income": 115146,
      "format": "express_tunnel",
      "chain": "Mister Car Wash"
    },
    {
      "placeId": "ChIJ8brehvAvR4YRN1985RFkLqk",
      "title": "ClearWater Express Wash",
      "city": "Magnolia",
      "zip": "77354",
      "rating": 5,
      "reviewsCount": 1176,
      "income": 115146,
      "format": "express_tunnel",
      "chain": "ClearWater Express Wash"
    },
    {
      "placeId": "ChIJz9I54RQnR4YRsr-uo5JDcMw",
      "title": "ClearWater Express Wash",
      "city": "Magnolia",
      "zip": "77354",
      "rating": 4.9,
      "reviewsCount": 1370,
      "income": 115146,
      "format": "express_tunnel",
      "chain": "ClearWater Express Wash"
    },
    {
      "placeId": "ChIJlVwbN50lR4YReoYJf6a5xPQ",
      "title": "Bespoke Auto Pros",
      "city": "Magnolia",
      "zip": "77354",
      "rating": 4.9,
      "reviewsCount": 70,
      "income": 115146,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJwdz6-2svR4YRLYDYSVrh12g",
      "title": "DreamSpec Styling",
      "city": "Magnolia",
      "zip": "77354",
      "rating": 5,
      "reviewsCount": 22,
      "income": 115146,
      "format": "detail_shop",
      "chain": "Independent"
    }
  ],
  "places": [
    {
      "placeId": "ChIJAzvE3gEvR4YR9kRj4lyXD5w",
      "title": "Quick Quack Car Wash",
      "street": "6904 FM 1488",
      "city": "Magnolia",
      "state": "TX",
      "zip": "77354",
      "lat": 30.2213214,
      "lng": -95.5702971,
      "totalScore": 4.7,
      "reviewsCount": 1831,
      "scoredReviews": 462,
      "format": "express_tunnel",
      "chain": "Quick Quack Car Wash",
      "income": 115146
    },
    {
      "placeId": "ChIJY6G34fsvR4YR0_7m07ASpNc",
      "title": "BlueWave Express Car Wash",
      "street": "33020 FM2978",
      "city": "Magnolia",
      "state": "TX",
      "zip": "77354",
      "lat": 30.2194446,
      "lng": -95.5673539,
      "totalScore": 4.8,
      "reviewsCount": 1382,
      "scoredReviews": 902,
      "format": "express_tunnel",
      "chain": "BlueWave Express Car Wash",
      "income": 115146
    },
    {
      "placeId": "ChIJz9I54RQnR4YRsr-uo5JDcMw",
      "title": "ClearWater Express Wash",
      "street": "14206 FM 1488",
      "city": "Magnolia",
      "state": "TX",
      "zip": "77354",
      "lat": 30.2243894,
      "lng": -95.68431,
      "totalScore": 4.9,
      "reviewsCount": 1370,
      "scoredReviews": 939,
      "format": "express_tunnel",
      "chain": "ClearWater Express Wash",
      "income": 115146
    },
    {
      "placeId": "ChIJ8brehvAvR4YRN1985RFkLqk",
      "title": "ClearWater Express Wash",
      "street": "7424 FM 1488",
      "city": "Magnolia",
      "state": "TX",
      "zip": "77354",
      "lat": 30.2213547,
      "lng": -95.5821994,
      "totalScore": 5,
      "reviewsCount": 1176,
      "scoredReviews": 964,
      "format": "express_tunnel",
      "chain": "ClearWater Express Wash",
      "income": 115146
    },
    {
      "placeId": "ChIJ6R-sWAWbRIYRgxvE9qD3WoA",
      "title": "Ultra Auto Spa",
      "street": "8259 FM 1488",
      "city": "Magnolia",
      "state": "TX",
      "zip": "77354",
      "lat": 30.2197225,
      "lng": -95.5925446,
      "totalScore": 5,
      "reviewsCount": 457,
      "scoredReviews": 302,
      "format": "detail_shop",
      "chain": null,
      "income": 115146
    },
    {
      "placeId": "ChIJYV613AcwR4YRtpnuSabeY7M",
      "title": "The Krest Hand Car Wash & Detail Super Center",
      "street": "5500 FM 1488",
      "city": "Magnolia",
      "state": "TX",
      "zip": "77354",
      "lat": 30.2247167,
      "lng": -95.5517704,
      "totalScore": 4.6,
      "reviewsCount": 298,
      "scoredReviews": 60,
      "format": "detail_shop",
      "chain": null,
      "income": 115146
    },
    {
      "placeId": "ChIJo-bIrM8xR4YRNrzmmFZqEu0",
      "title": "Quick N Clean Car Wash",
      "street": "5815 FM 1488",
      "city": "Magnolia",
      "state": "TX",
      "zip": "77354",
      "lat": 30.223662,
      "lng": -95.5558691,
      "totalScore": 4.8,
      "reviewsCount": 274,
      "scoredReviews": 171,
      "format": "express_tunnel",
      "chain": "Quick N Clean Car Wash",
      "income": 115146
    },
    {
      "placeId": "ChIJN30tLgAnR4YRFBe9QdHBKHs",
      "title": "Mister Car Wash",
      "street": "13321 FM 1488",
      "city": "Magnolia",
      "state": "TX",
      "zip": "77354",
      "lat": 30.2228038,
      "lng": -95.6737561,
      "totalScore": 4.9,
      "reviewsCount": 243,
      "scoredReviews": 139,
      "format": "express_tunnel",
      "chain": "Mister Car Wash",
      "income": 115146
    },
    {
      "placeId": "ChIJ-79QXwAvR4YRipnGFnVhaf0",
      "title": "Mister Car Wash",
      "street": "28985 FM2978",
      "city": "Magnolia",
      "state": "TX",
      "zip": "77354",
      "lat": 30.1788801,
      "lng": -95.6003348,
      "totalScore": 4,
      "reviewsCount": 137,
      "scoredReviews": 100,
      "format": "express_tunnel",
      "chain": "Mister Car Wash",
      "income": 115146
    },
    {
      "placeId": "ChIJmbLjFbk3R4YRuv0t3y2EifU",
      "title": "Royal Auto Detailing",
      "street": "33015 Tamina Rd Suite C",
      "city": "Magnolia",
      "state": "TX",
      "zip": "77354",
      "lat": 30.2188887,
      "lng": -95.5850866,
      "totalScore": 5,
      "reviewsCount": 128,
      "scoredReviews": 26,
      "format": "detail_shop",
      "chain": null,
      "income": 115146
    },
    {
      "placeId": "ChIJlVwbN50lR4YReoYJf6a5xPQ",
      "title": "Bespoke Auto Pros",
      "street": "1324 Sendera Ranch Dr",
      "city": "Magnolia",
      "state": "TX",
      "zip": "77354",
      "lat": 30.2374395,
      "lng": -95.5674142,
      "totalScore": 4.9,
      "reviewsCount": 70,
      "scoredReviews": 60,
      "format": "detail_shop",
      "chain": null,
      "income": 115146
    },
    {
      "placeId": "ChIJ6QwX8qwvR4YRqfeMqXlXVUI",
      "title": "Rich's Car Wash - Magnolia, TX",
      "street": "32007 FM2978",
      "city": "Magnolia",
      "state": "TX",
      "zip": "77354",
      "lat": 30.2088386,
      "lng": -95.5743371,
      "totalScore": 4.3,
      "reviewsCount": 55,
      "scoredReviews": 45,
      "format": "express_tunnel",
      "chain": "Links Car Wash",
      "income": 115146
    },
    {
      "placeId": "ChIJwdz6-2svR4YRLYDYSVrh12g",
      "title": "DreamSpec Styling",
      "street": "33109 Forest W St Suite B1",
      "city": "Magnolia",
      "state": "TX",
      "zip": "77354",
      "lat": 30.222581,
      "lng": -95.581277,
      "totalScore": 5,
      "reviewsCount": 22,
      "scoredReviews": 22,
      "format": "detail_shop",
      "chain": null,
      "income": 115146
    },
    {
      "placeId": "ChIJXZhtsuIOkgERUHjU_rMsztI",
      "title": "Mobiluxe Mobile Detailing",
      "street": "28133 Meadow Forest",
      "city": "Magnolia",
      "state": "TX",
      "zip": "77355",
      "lat": 30.1666843,
      "lng": -95.7431465,
      "totalScore": 5,
      "reviewsCount": 17,
      "scoredReviews": 17,
      "format": "detail_shop",
      "chain": null,
      "income": 115884
    }
  ]
}