{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/mansfield-oh.json",
  "humanUrl": "https://washindex.com/car-wash-cities/mansfield-oh",
  "msaApiUrl": "https://washindex.com/api/msas/mansfield.json",
  "msaHumanUrl": "https://washindex.com/car-wash-markets/mansfield",
  "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": "mansfield-oh",
  "name": "Mansfield",
  "state": "OH",
  "msa": {
    "slug": "mansfield",
    "name": "Mansfield",
    "fullName": "Mansfield, OH"
  },
  "generatedAt": "2026-05-22T14:16:15.229Z",
  "summary": {
    "totalLocations": 10,
    "totalChains": 4,
    "independentLocationCount": 4,
    "totalReviews": 1051,
    "scoredReviews": 420,
    "weightedAvgRating": 4.664795432921029,
    "damageRate": 0.01904761904761905,
    "membershipMentionRate": 0.10238095238095238,
    "membershipCancellationRate": 0.13953488372093023,
    "upsellPressureRate": 0,
    "zipsWithIncomeData": 5,
    "medianHouseholdIncomeWeighted": 59739
  },
  "aspectScores": {
    "price": 0.30612244897959184,
    "wait_time": 0.7931034482758621,
    "result_quality": 0.7677902621722846,
    "staff": 0.8544061302681992,
    "equipment_working": -0.5263157894736842,
    "cleanliness_of_facility": 1,
    "membership_value": 0.2903225806451613
  },
  "formatStats": [
    {
      "format": "express_tunnel",
      "locationCount": 5,
      "reviewsCount": 593,
      "scoredReviews": 260,
      "avgRating": 4.583473861720067,
      "damageRate": 0.023076923076923078,
      "cancellationRate": 0.14285714285714285
    },
    {
      "format": "detail_shop",
      "locationCount": 3,
      "reviewsCount": 415,
      "scoredReviews": 147,
      "avgRating": 4.886265060240964,
      "damageRate": 0.013605442176870748,
      "cancellationRate": null
    },
    {
      "format": "inbay_automatic",
      "locationCount": 2,
      "reviewsCount": 43,
      "scoredReviews": 13,
      "avgRating": 3.648837209302325,
      "damageRate": 0,
      "cancellationRate": 0
    }
  ],
  "chainsRanked": [
    {
      "name": "Buckeye Express Car Wash - Marion",
      "locationCount": 3,
      "reviewsCount": 246,
      "scoredReviews": 153,
      "avgRating": 4.433333333333333,
      "damageRate": 0.026143790849673203,
      "cancellationRate": 0.15625,
      "membershipMentionRate": 0.20915032679738563,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0,
        "wait_time": 0.5555555555555556,
        "result_quality": 0.43333333333333335,
        "staff": 0.7727272727272727,
        "equipment_working": -0.5,
        "cleanliness_of_facility": 1,
        "membership_value": 0.18181818181818182
      }
    },
    {
      "name": "Solid Buy Car Wash",
      "locationCount": 1,
      "reviewsCount": 15,
      "scoredReviews": 6,
      "avgRating": 4.3,
      "damageRate": 0,
      "cancellationRate": 0,
      "membershipMentionRate": 0.16666666666666666,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": null,
        "wait_time": null,
        "result_quality": 0,
        "staff": null,
        "equipment_working": 0,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    },
    {
      "name": "Liberty Car Wash",
      "locationCount": 1,
      "reviewsCount": 81,
      "scoredReviews": 10,
      "avgRating": 4,
      "damageRate": 0.1,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -1,
        "wait_time": null,
        "result_quality": -0.375,
        "staff": null,
        "equipment_working": -1,
        "cleanliness_of_facility": 1,
        "membership_value": null
      }
    },
    {
      "name": "MotoMart Convenience Stores",
      "locationCount": 1,
      "reviewsCount": 28,
      "scoredReviews": 7,
      "avgRating": 3.3,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": null,
        "wait_time": 0,
        "result_quality": null,
        "staff": -0.6666666666666666,
        "equipment_working": null,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    }
  ],
  "zips": [
    {
      "zip": "44906",
      "income": 59739,
      "population": 16653,
      "homeValue": null,
      "locationCount": 5,
      "reviewsCount": 531,
      "totalScoreWeighted": 2452.9,
      "avgRating": 4.61939736346516,
      "formats": {
        "express_tunnel": 3,
        "detail_shop": 1,
        "inbay_automatic": 1
      }
    },
    {
      "zip": "44904",
      "income": 70953,
      "population": 15225,
      "homeValue": null,
      "locationCount": 2,
      "reviewsCount": 172,
      "totalScoreWeighted": 835.4000000000001,
      "avgRating": 4.856976744186047,
      "formats": {
        "express_tunnel": 1,
        "detail_shop": 1
      }
    },
    {
      "zip": "44902",
      "income": 30083,
      "population": 3906,
      "homeValue": null,
      "locationCount": 1,
      "reviewsCount": 15,
      "totalScoreWeighted": 64.5,
      "avgRating": 4.3,
      "formats": {
        "inbay_automatic": 1
      }
    },
    {
      "zip": "44907",
      "income": 50751,
      "population": 15288,
      "homeValue": null,
      "locationCount": 1,
      "reviewsCount": 236,
      "totalScoreWeighted": 1132.8,
      "avgRating": 4.8,
      "formats": {
        "detail_shop": 1
      }
    },
    {
      "zip": "44905",
      "income": 45579,
      "population": 11634,
      "homeValue": null,
      "locationCount": 1,
      "reviewsCount": 97,
      "totalScoreWeighted": 417.09999999999997,
      "avgRating": 4.3,
      "formats": {
        "express_tunnel": 1
      }
    }
  ],
  "incomeBuckets": [
    {
      "label": "Under $50K",
      "min": 0,
      "max": 50000,
      "zips": 2,
      "locations": 2,
      "reviewsCount": 112,
      "totalScoreWeighted": 481.59999999999997,
      "avgRating": 4.3,
      "formats": {
        "inbay_automatic": 1,
        "express_tunnel": 1
      }
    },
    {
      "label": "$50K – $75K",
      "min": 50000,
      "max": 75000,
      "zips": 3,
      "locations": 8,
      "reviewsCount": 939,
      "totalScoreWeighted": 4421.1,
      "avgRating": 4.708306709265176,
      "formats": {
        "express_tunnel": 4,
        "detail_shop": 3,
        "inbay_automatic": 1
      }
    },
    {
      "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": 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": "ChIJ0TLjOzfrOYgRJ-xl7c21guA",
      "title": "Buckeye Express Car Wash - Mansfield 2",
      "city": "Mansfield",
      "zip": "44906",
      "rating": 4.3,
      "reviewsCount": 67,
      "income": 59739,
      "format": "express_tunnel",
      "chain": "Buckeye Express Car Wash - Marion"
    },
    {
      "placeId": "ChIJrydD1VPrOYgRZFRJUHjtt2Q",
      "title": "Solid Buy Car Wash",
      "city": "Mansfield",
      "zip": "44902",
      "rating": 4.3,
      "reviewsCount": 15,
      "income": 30083,
      "format": "inbay_automatic",
      "chain": "Solid Buy Car Wash"
    },
    {
      "placeId": "ChIJW68AaafqOYgRtLcKSUXmKaQ",
      "title": "Liberty Car Wash",
      "city": "Mansfield",
      "zip": "44906",
      "rating": 4,
      "reviewsCount": 81,
      "income": 59739,
      "format": "express_tunnel",
      "chain": "Liberty Car Wash"
    },
    {
      "placeId": "ChIJUV_kzDvAOYgRoWm4LJAVhSs",
      "title": "Greg's Detail Service",
      "city": "Mansfield",
      "zip": "44906",
      "rating": 5,
      "reviewsCount": 89,
      "income": 59739,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ3arV9ZW_OYgRGc7-SGtoofk",
      "title": "Buckeye Express Car Wash - Lexington",
      "city": "Mansfield",
      "zip": "44904",
      "rating": 4.7,
      "reviewsCount": 82,
      "income": 70953,
      "format": "express_tunnel",
      "chain": "Buckeye Express Car Wash - Marion"
    },
    {
      "placeId": "ChIJ5zL47YXBOYgRl0WysaZMTos",
      "title": "Premier Detailing Services LLC",
      "city": "Mansfield",
      "zip": "44904",
      "rating": 5,
      "reviewsCount": 90,
      "income": 70953,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ1cle8n3rOYgRaJIyG_8DGOI",
      "title": "Hercules Express Wash",
      "city": "Mansfield",
      "zip": "44906",
      "rating": 4.9,
      "reviewsCount": 266,
      "income": 59739,
      "format": "express_tunnel",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJj5NLdC_rOYgRBBc295kv_dk",
      "title": "MotoMart Convenience Stores",
      "city": "Mansfield",
      "zip": "44906",
      "rating": 3.3,
      "reviewsCount": 28,
      "income": 59739,
      "format": "inbay_automatic",
      "chain": "MotoMart Convenience Stores"
    },
    {
      "placeId": "ChIJzzU3EjfqOYgRkfoHCiFEBRc",
      "title": "Osgar's Auto Body",
      "city": "Mansfield",
      "zip": "44907",
      "rating": 4.8,
      "reviewsCount": 236,
      "income": 50751,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJN9X_u7TpOYgR_Xda1e_xvcw",
      "title": "Buckeye Express Car Wash - Mansfield 1",
      "city": "Mansfield",
      "zip": "44905",
      "rating": 4.3,
      "reviewsCount": 97,
      "income": 45579,
      "format": "express_tunnel",
      "chain": "Buckeye Express Car Wash - Marion"
    }
  ],
  "places": [
    {
      "placeId": "ChIJ1cle8n3rOYgRaJIyG_8DGOI",
      "title": "Hercules Express Wash",
      "street": "1401 Lexington Ave",
      "city": "Mansfield",
      "state": "OH",
      "zip": "44906",
      "lat": 40.72053,
      "lng": -82.5435665,
      "totalScore": 4.9,
      "reviewsCount": 266,
      "scoredReviews": 97,
      "format": "express_tunnel",
      "chain": null,
      "income": 59739
    },
    {
      "placeId": "ChIJzzU3EjfqOYgRkfoHCiFEBRc",
      "title": "Osgar's Auto Body",
      "street": "552 Oak St",
      "city": "Mansfield",
      "state": "OH",
      "zip": "44907",
      "lat": 40.7467399,
      "lng": -82.4934886,
      "totalScore": 4.8,
      "reviewsCount": 236,
      "scoredReviews": 72,
      "format": "detail_shop",
      "chain": null,
      "income": 50751
    },
    {
      "placeId": "ChIJN9X_u7TpOYgR_Xda1e_xvcw",
      "title": "Buckeye Express Car Wash - Mansfield 1",
      "street": "633 N Stewart Rd",
      "city": "Mansfield",
      "state": "OH",
      "zip": "44905",
      "lat": 40.7753411,
      "lng": -82.4751492,
      "totalScore": 4.3,
      "reviewsCount": 97,
      "scoredReviews": 64,
      "format": "express_tunnel",
      "chain": "Buckeye Express Car Wash - Marion",
      "income": 45579
    },
    {
      "placeId": "ChIJ5zL47YXBOYgRl0WysaZMTos",
      "title": "Premier Detailing Services LLC",
      "street": "438 Walfield Dr",
      "city": "Mansfield",
      "state": "OH",
      "zip": "44904",
      "lat": 40.7040973,
      "lng": -82.5316258,
      "totalScore": 5,
      "reviewsCount": 90,
      "scoredReviews": 61,
      "format": "detail_shop",
      "chain": null,
      "income": 70953
    },
    {
      "placeId": "ChIJUV_kzDvAOYgRoWm4LJAVhSs",
      "title": "Greg's Detail Service",
      "street": "1664 Pin Oak Trail",
      "city": "Mansfield",
      "state": "OH",
      "zip": "44906",
      "lat": 40.7143015,
      "lng": -82.5651391,
      "totalScore": 5,
      "reviewsCount": 89,
      "scoredReviews": 14,
      "format": "detail_shop",
      "chain": null,
      "income": 59739
    },
    {
      "placeId": "ChIJ3arV9ZW_OYgRGc7-SGtoofk",
      "title": "Buckeye Express Car Wash - Lexington",
      "street": "355 E Main St",
      "city": "Mansfield",
      "state": "OH",
      "zip": "44904",
      "lat": 40.6815313,
      "lng": -82.5702734,
      "totalScore": 4.7,
      "reviewsCount": 82,
      "scoredReviews": 54,
      "format": "express_tunnel",
      "chain": "Buckeye Express Car Wash - Marion",
      "income": 70953
    },
    {
      "placeId": "ChIJW68AaafqOYgRtLcKSUXmKaQ",
      "title": "Liberty Car Wash",
      "street": "1470 Lexington Ave",
      "city": "Mansfield",
      "state": "OH",
      "zip": "44906",
      "lat": 40.7190081,
      "lng": -82.5471377,
      "totalScore": 4,
      "reviewsCount": 81,
      "scoredReviews": 10,
      "format": "express_tunnel",
      "chain": "Liberty Car Wash",
      "income": 59739
    },
    {
      "placeId": "ChIJ0TLjOzfrOYgRJ-xl7c21guA",
      "title": "Buckeye Express Car Wash - Mansfield 2",
      "street": "381 Park Ave W",
      "city": "Mansfield",
      "state": "OH",
      "zip": "44906",
      "lat": 40.7584347,
      "lng": -82.5293642,
      "totalScore": 4.3,
      "reviewsCount": 67,
      "scoredReviews": 35,
      "format": "express_tunnel",
      "chain": "Buckeye Express Car Wash - Marion",
      "income": 59739
    },
    {
      "placeId": "ChIJj5NLdC_rOYgRBBc295kv_dk",
      "title": "MotoMart Convenience Stores",
      "street": "1050 W 4th St",
      "city": "Mansfield",
      "state": "OH",
      "zip": "44906",
      "lat": 40.7661897,
      "lng": -82.552095,
      "totalScore": 3.3,
      "reviewsCount": 28,
      "scoredReviews": 7,
      "format": "inbay_automatic",
      "chain": "MotoMart Convenience Stores",
      "income": 59739
    },
    {
      "placeId": "ChIJrydD1VPrOYgRZFRJUHjtt2Q",
      "title": "Solid Buy Car Wash",
      "street": "102 S Main St",
      "city": "Mansfield",
      "state": "OH",
      "zip": "44902",
      "lat": 40.7559212,
      "lng": -82.5161624,
      "totalScore": 4.3,
      "reviewsCount": 15,
      "scoredReviews": 6,
      "format": "inbay_automatic",
      "chain": "Solid Buy Car Wash",
      "income": 30083
    }
  ]
}