{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/mentor-oh.json",
  "humanUrl": "https://washindex.com/car-wash-cities/mentor-oh",
  "msaApiUrl": "https://washindex.com/api/msas/cleveland.json",
  "msaHumanUrl": "https://washindex.com/car-wash-markets/cleveland",
  "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": "mentor-oh",
  "name": "Mentor",
  "state": "OH",
  "msa": {
    "slug": "cleveland",
    "name": "Cleveland",
    "fullName": "Cleveland, OH"
  },
  "generatedAt": "2026-05-22T14:02:02.982Z",
  "summary": {
    "totalLocations": 18,
    "totalChains": 7,
    "independentLocationCount": 7,
    "totalReviews": 4487,
    "scoredReviews": 1493,
    "weightedAvgRating": 4.483262759081792,
    "damageRate": 0.025452109845947757,
    "membershipMentionRate": 0.07032819825853985,
    "membershipCancellationRate": 0.13333333333333333,
    "upsellPressureRate": 0.004688546550569324,
    "zipsWithIncomeData": 1,
    "medianHouseholdIncomeWeighted": 84220
  },
  "aspectScores": {
    "price": 0.41125541125541126,
    "wait_time": 0.5736434108527132,
    "result_quality": 0.8056288478452067,
    "staff": 0.8408839779005525,
    "equipment_working": -0.7428571428571429,
    "cleanliness_of_facility": 0.6470588235294118,
    "membership_value": -0.24358974358974358
  },
  "formatStats": [
    {
      "format": "express_tunnel",
      "locationCount": 8,
      "reviewsCount": 2436,
      "scoredReviews": 471,
      "avgRating": 4.265106732348111,
      "damageRate": 0.05732484076433121,
      "cancellationRate": 0.15384615384615385
    },
    {
      "format": "detail_shop",
      "locationCount": 6,
      "reviewsCount": 1621,
      "scoredReviews": 877,
      "avgRating": 4.958605798889574,
      "damageRate": 0.005701254275940707,
      "cancellationRate": null
    },
    {
      "format": "inbay_automatic",
      "locationCount": 4,
      "reviewsCount": 430,
      "scoredReviews": 145,
      "avgRating": 3.927209302325581,
      "damageRate": 0.041379310344827586,
      "cancellationRate": 0
    }
  ],
  "chainsRanked": [
    {
      "name": "Zappy's Auto Washes",
      "locationCount": 3,
      "reviewsCount": 946,
      "scoredReviews": 101,
      "avgRating": 4.193657505285413,
      "damageRate": 0.0594059405940594,
      "cancellationRate": 0,
      "membershipMentionRate": 0.0297029702970297,
      "upsellPressureRate": 0.019801980198019802,
      "aspectScores": {
        "price": 0.38095238095238093,
        "wait_time": -0.17647058823529413,
        "result_quality": 0.13793103448275862,
        "staff": 0.07142857142857142,
        "equipment_working": -0.7333333333333333,
        "cleanliness_of_facility": -1,
        "membership_value": 0.3333333333333333
      }
    },
    {
      "name": "Whistle Express Car Wash",
      "locationCount": 2,
      "reviewsCount": 831,
      "scoredReviews": 143,
      "avgRating": 4.301805054151624,
      "damageRate": 0.03496503496503497,
      "cancellationRate": 0.21621621621621623,
      "membershipMentionRate": 0.25874125874125875,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -0.5833333333333334,
        "wait_time": -0.1111111111111111,
        "result_quality": 0.26865671641791045,
        "staff": 0.569620253164557,
        "equipment_working": -0.875,
        "cleanliness_of_facility": 0.5,
        "membership_value": -0.6785714285714286
      }
    },
    {
      "name": "Sheetz",
      "locationCount": 2,
      "reviewsCount": 209,
      "scoredReviews": 55,
      "avgRating": 3.626315789473684,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -0.6,
        "wait_time": -1,
        "result_quality": -0.3333333333333333,
        "staff": 0.17391304347826086,
        "equipment_working": -1,
        "cleanliness_of_facility": -0.2,
        "membership_value": null
      }
    },
    {
      "name": "Classic Clean Auto Wash",
      "locationCount": 1,
      "reviewsCount": 329,
      "scoredReviews": 74,
      "avgRating": 4.2,
      "damageRate": 0.05405405405405406,
      "cancellationRate": 0.0625,
      "membershipMentionRate": 0.21621621621621623,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -0.42857142857142855,
        "wait_time": 0.3333333333333333,
        "result_quality": 0.19607843137254902,
        "staff": 0.7948717948717948,
        "equipment_working": -1,
        "cleanliness_of_facility": null,
        "membership_value": 0
      }
    },
    {
      "name": "Clean Express Auto Wash",
      "locationCount": 1,
      "reviewsCount": 170,
      "scoredReviews": 122,
      "avgRating": 4.2,
      "damageRate": 0.08196721311475409,
      "cancellationRate": 0.13333333333333333,
      "membershipMentionRate": 0.2459016393442623,
      "upsellPressureRate": 0.03278688524590164,
      "aspectScores": {
        "price": 0.2,
        "wait_time": 0.75,
        "result_quality": 0.6235294117647059,
        "staff": 0.2916666666666667,
        "equipment_working": -0.42857142857142855,
        "cleanliness_of_facility": 1,
        "membership_value": -0.16666666666666666
      }
    },
    {
      "name": "Blue Falls Car Wash",
      "locationCount": 1,
      "reviewsCount": 172,
      "scoredReviews": 82,
      "avgRating": 4.5,
      "damageRate": 0.07317073170731707,
      "cancellationRate": 0,
      "membershipMentionRate": 0.17073170731707318,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -0.23076923076923078,
        "wait_time": 1,
        "result_quality": 0.6290322580645161,
        "staff": 0.6551724137931034,
        "equipment_working": -0.5555555555555556,
        "cleanliness_of_facility": 1,
        "membership_value": 0.42857142857142855
      }
    },
    {
      "name": "bp",
      "locationCount": 1,
      "reviewsCount": 49,
      "scoredReviews": 8,
      "avgRating": 3.2,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": null,
        "wait_time": null,
        "result_quality": null,
        "staff": 1,
        "equipment_working": -1,
        "cleanliness_of_facility": null,
        "membership_value": null
      }
    }
  ],
  "zips": [
    {
      "zip": "44060",
      "income": 84220,
      "population": 69321,
      "homeValue": null,
      "locationCount": 20,
      "reviewsCount": 4487,
      "totalScoreWeighted": 20116.4,
      "avgRating": 4.483262759081792,
      "formats": {
        "express_tunnel": 8,
        "detail_shop": 8,
        "inbay_automatic": 4
      }
    }
  ],
  "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": 1,
      "locations": 20,
      "reviewsCount": 4487,
      "totalScoreWeighted": 20116.4,
      "avgRating": 4.483262759081792,
      "formats": {
        "express_tunnel": 8,
        "detail_shop": 8,
        "inbay_automatic": 4
      }
    },
    {
      "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": "ChIJldR5lBuvMYgRBmtSGziJEKM",
      "title": "Zappy's Auto Washes",
      "city": "Mentor",
      "zip": "44060",
      "rating": 3.9,
      "reviewsCount": 72,
      "income": 84220,
      "format": "express_tunnel",
      "chain": "Zappy's Auto Washes"
    },
    {
      "placeId": "ChIJX405sfmlMYgRuYzNKKv3gq0",
      "title": "Zappy's Auto Detail Center - Mentor",
      "city": "Mentor",
      "zip": "44060",
      "rating": 4.4,
      "reviewsCount": 78,
      "income": 84220,
      "format": "express_tunnel",
      "chain": "Zappy's Auto Washes"
    },
    {
      "placeId": "ChIJF1pAk_qoMYgRGMU0pKaJTNo",
      "title": "PWP Detailing - Paint Protection Film and Ceramic Coatings",
      "city": "Mentor",
      "zip": "44060",
      "rating": 5,
      "reviewsCount": 173,
      "income": 84220,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJce2Ie1LVLQQRsIxNXZym7Ic",
      "title": "Its In The Details Auto Detailing Co.",
      "city": "Mentor",
      "zip": "44060",
      "rating": 5,
      "reviewsCount": 17,
      "income": 84220,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJv--Gu7mnMYgRfk4KjffAt1s",
      "title": "Cardinal Auto Wash and Drive Thru Beverage",
      "city": "Mentor",
      "zip": "44060",
      "rating": 4.7,
      "reviewsCount": 160,
      "income": 84220,
      "format": "express_tunnel",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ2TJCs6enMYgREC0wGA8R9_w",
      "title": "sharks mobile detailing",
      "city": "Mentor",
      "zip": "44060",
      "rating": 4.9,
      "reviewsCount": 109,
      "income": 84220,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ78IYW6OlMYgRexN5SIjVpJc",
      "title": "The Dr. Detailing & Ceramic Coating LLC",
      "city": "Mentor",
      "zip": "44060",
      "rating": 5,
      "reviewsCount": 94,
      "income": 84220,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJI7q_-9GlMYgRBliS0E2CLPM",
      "title": "Zappy's Auto Washes",
      "city": "Mentor",
      "zip": "44060",
      "rating": 4.2,
      "reviewsCount": 796,
      "income": 84220,
      "format": "express_tunnel",
      "chain": "Zappy's Auto Washes"
    },
    {
      "placeId": "ChIJa-4wm-WpMYgR5HWU8mjH_CE",
      "title": "Whistle Express Car Wash",
      "city": "Mentor",
      "zip": "44060",
      "rating": 3.6,
      "reviewsCount": 183,
      "income": 84220,
      "format": "express_tunnel",
      "chain": "Whistle Express Car Wash"
    },
    {
      "placeId": "ChIJqffXxOaoMYgR6xQMYhmsLtU",
      "title": "Whistle Express Car Wash",
      "city": "Mentor",
      "zip": "44060",
      "rating": 4.5,
      "reviewsCount": 648,
      "income": 84220,
      "format": "express_tunnel",
      "chain": "Whistle Express Car Wash"
    },
    {
      "placeId": "ChIJmU1Q8nSlMYgRw54gzNb6x4A",
      "title": "Classic Clean Auto Wash",
      "city": "Mentor",
      "zip": "44060",
      "rating": 4.2,
      "reviewsCount": 329,
      "income": 84220,
      "format": "express_tunnel",
      "chain": "Classic Clean Auto Wash"
    },
    {
      "placeId": "ChIJ3T6t_vjyMi0R1757yxXO3jM",
      "title": "Elite Touch Mobile Detailing & Ceramic Coatings",
      "city": "Mentor",
      "zip": "44060",
      "rating": 4.9,
      "reviewsCount": 170,
      "income": 84220,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJqRywXACvMYgRSlZy5thNOKo",
      "title": "Clean Express Auto Wash",
      "city": "Mentor",
      "zip": "44060",
      "rating": 4.2,
      "reviewsCount": 170,
      "income": 84220,
      "format": "express_tunnel",
      "chain": "Clean Express Auto Wash"
    },
    {
      "placeId": "ChIJKXUxf-6lMYgRz3nvrRElZVc",
      "title": "Blue Falls Car Wash",
      "city": "Mentor",
      "zip": "44060",
      "rating": 4.5,
      "reviewsCount": 172,
      "income": 84220,
      "format": "inbay_automatic",
      "chain": "Blue Falls Car Wash"
    },
    {
      "placeId": "ChIJ7WqIx3KlMYgRcejrzVAlVms",
      "title": "Rhino Mobile Detailing",
      "city": "Mentor",
      "zip": "44060",
      "rating": 4.9,
      "reviewsCount": 392,
      "income": 84220,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ-5tZB_uoMYgRLasDp3JlNf8",
      "title": "bp",
      "city": "Mentor",
      "zip": "44060",
      "rating": 3.2,
      "reviewsCount": 49,
      "income": 84220,
      "format": "inbay_automatic",
      "chain": "bp"
    },
    {
      "placeId": "ChIJwapbbNyoMYgR_fjFg-YrVzE",
      "title": "Sheetz",
      "city": "Mentor",
      "zip": "44060",
      "rating": 3.5,
      "reviewsCount": 121,
      "income": 84220,
      "format": "inbay_automatic",
      "chain": "Sheetz"
    },
    {
      "placeId": "ChIJs9xETQ2vMYgR2dKt6g5dpQw",
      "title": "Sheetz",
      "city": "Mentor",
      "zip": "44060",
      "rating": 3.8,
      "reviewsCount": 88,
      "income": 84220,
      "format": "inbay_automatic",
      "chain": "Sheetz"
    }
  ],
  "places": [
    {
      "placeId": "ChIJI7q_-9GlMYgRBliS0E2CLPM",
      "title": "Zappy's Auto Washes",
      "street": "9410 Mentor Ave",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.6793541,
      "lng": -81.3020252,
      "totalScore": 4.2,
      "reviewsCount": 796,
      "scoredReviews": 50,
      "format": "express_tunnel",
      "chain": "Zappy's Auto Washes",
      "income": 84220
    },
    {
      "placeId": "ChIJqffXxOaoMYgR6xQMYhmsLtU",
      "title": "Whistle Express Car Wash",
      "street": "7380 Mentor Ave",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.6523649,
      "lng": -81.3775737,
      "totalScore": 4.5,
      "reviewsCount": 648,
      "scoredReviews": 70,
      "format": "express_tunnel",
      "chain": "Whistle Express Car Wash",
      "income": 84220
    },
    {
      "placeId": "ChIJ7WqIx3KlMYgRcejrzVAlVms",
      "title": "Rhino Mobile Detailing",
      "street": "8521 East Ave",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.6802589,
      "lng": -81.3353228,
      "totalScore": 4.9,
      "reviewsCount": 392,
      "scoredReviews": 216,
      "format": "detail_shop",
      "chain": null,
      "income": 84220
    },
    {
      "placeId": "ChIJmU1Q8nSlMYgRw54gzNb6x4A",
      "title": "Classic Clean Auto Wash",
      "street": "6985 Center St",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.6811355,
      "lng": -81.3389446,
      "totalScore": 4.2,
      "reviewsCount": 329,
      "scoredReviews": 74,
      "format": "express_tunnel",
      "chain": "Classic Clean Auto Wash",
      "income": 84220
    },
    {
      "placeId": "ChIJa-4wm-WpMYgR5HWU8mjH_CE",
      "title": "Whistle Express Car Wash",
      "street": "7350 Palisades Pkwy",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.661183,
      "lng": -81.3795698,
      "totalScore": 3.6,
      "reviewsCount": 183,
      "scoredReviews": 73,
      "format": "express_tunnel",
      "chain": "Whistle Express Car Wash",
      "income": 84220
    },
    {
      "placeId": "ChIJF1pAk_qoMYgRGMU0pKaJTNo",
      "title": "PWP Detailing - Paint Protection Film and Ceramic Coatings",
      "street": "6076 Pinecone Dr",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.7050502,
      "lng": -81.2981466,
      "totalScore": 5,
      "reviewsCount": 173,
      "scoredReviews": 47,
      "format": "detail_shop",
      "chain": null,
      "income": 84220
    },
    {
      "placeId": "ChIJKXUxf-6lMYgRz3nvrRElZVc",
      "title": "Blue Falls Car Wash",
      "street": "5786 Heisley Rd",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.7128738,
      "lng": -81.302433,
      "totalScore": 4.5,
      "reviewsCount": 172,
      "scoredReviews": 82,
      "format": "inbay_automatic",
      "chain": "Blue Falls Car Wash",
      "income": 84220
    },
    {
      "placeId": "ChIJ3T6t_vjyMi0R1757yxXO3jM",
      "title": "Elite Touch Mobile Detailing & Ceramic Coatings",
      "street": "7591 Tyler Blvd",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.6686509,
      "lng": -81.3723199,
      "totalScore": 4.9,
      "reviewsCount": 170,
      "scoredReviews": 162,
      "format": "detail_shop",
      "chain": null,
      "income": 84220
    },
    {
      "placeId": "ChIJqRywXACvMYgRSlZy5thNOKo",
      "title": "Clean Express Auto Wash",
      "street": "7796 Munson Rd",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.7046559,
      "lng": -81.3612667,
      "totalScore": 4.2,
      "reviewsCount": 170,
      "scoredReviews": 122,
      "format": "express_tunnel",
      "chain": "Clean Express Auto Wash",
      "income": 84220
    },
    {
      "placeId": "ChIJv--Gu7mnMYgRfk4KjffAt1s",
      "title": "Cardinal Auto Wash and Drive Thru Beverage",
      "street": "8694 Mentor Ave",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.6708259,
      "lng": -81.3288955,
      "totalScore": 4.7,
      "reviewsCount": 160,
      "scoredReviews": 31,
      "format": "express_tunnel",
      "chain": null,
      "income": 84220
    },
    {
      "placeId": "ChIJwapbbNyoMYgR_fjFg-YrVzE",
      "title": "Sheetz",
      "street": "7777 Reynolds Rd",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.6596584,
      "lng": -81.376971,
      "totalScore": 3.5,
      "reviewsCount": 121,
      "scoredReviews": 26,
      "format": "inbay_automatic",
      "chain": "Sheetz",
      "income": 84220
    },
    {
      "placeId": "ChIJ2TJCs6enMYgREC0wGA8R9_w",
      "title": "sharks mobile detailing",
      "street": "Johnnycake Ridge Rd",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.6668937,
      "lng": -81.2931184,
      "totalScore": 4.9,
      "reviewsCount": 109,
      "scoredReviews": 95,
      "format": "detail_shop",
      "chain": null,
      "income": 84220
    },
    {
      "placeId": "ChIJ78IYW6OlMYgRexN5SIjVpJc",
      "title": "The Dr. Detailing & Ceramic Coating LLC",
      "street": "9436 Hamilton Dr Unit C",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.6964084,
      "lng": -81.3008626,
      "totalScore": 5,
      "reviewsCount": 94,
      "scoredReviews": 79,
      "format": "detail_shop",
      "chain": null,
      "income": 84220
    },
    {
      "placeId": "ChIJs9xETQ2vMYgR2dKt6g5dpQw",
      "title": "Sheetz",
      "street": "7766 Lakeshore Blvd",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.7045384,
      "lng": -81.3620123,
      "totalScore": 3.8,
      "reviewsCount": 88,
      "scoredReviews": 29,
      "format": "inbay_automatic",
      "chain": "Sheetz",
      "income": 84220
    },
    {
      "placeId": "ChIJX405sfmlMYgRuYzNKKv3gq0",
      "title": "Zappy's Auto Detail Center - Mentor",
      "street": "9410 Mentor Ave",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.6792384,
      "lng": -81.3019135,
      "totalScore": 4.4,
      "reviewsCount": 78,
      "scoredReviews": 37,
      "format": "express_tunnel",
      "chain": "Zappy's Auto Washes",
      "income": 84220
    },
    {
      "placeId": "ChIJldR5lBuvMYgRBmtSGziJEKM",
      "title": "Zappy's Auto Washes",
      "street": "6239 Reynolds Rd",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.7014619,
      "lng": -81.3772176,
      "totalScore": 3.9,
      "reviewsCount": 72,
      "scoredReviews": 14,
      "format": "express_tunnel",
      "chain": "Zappy's Auto Washes",
      "income": 84220
    },
    {
      "placeId": "ChIJ-5tZB_uoMYgRLasDp3JlNf8",
      "title": "bp",
      "street": "8360 Broadmoor Rd",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.643422,
      "lng": -81.376006,
      "totalScore": 3.2,
      "reviewsCount": 49,
      "scoredReviews": 8,
      "format": "inbay_automatic",
      "chain": "bp",
      "income": 84220
    },
    {
      "placeId": "ChIJce2Ie1LVLQQRsIxNXZym7Ic",
      "title": "Its In The Details Auto Detailing Co.",
      "street": "7 Meadowlawn Dr",
      "city": "Mentor",
      "state": "OH",
      "zip": "44060",
      "lat": 41.6690708,
      "lng": -81.3236052,
      "totalScore": 5,
      "reviewsCount": 17,
      "scoredReviews": 15,
      "format": "detail_shop",
      "chain": null,
      "income": 84220
    }
  ]
}