{
  "apiVersion": 1,
  "self": "https://washindex.com/api/cities/massillon-oh.json",
  "humanUrl": "https://washindex.com/car-wash-cities/massillon-oh",
  "msaApiUrl": "https://washindex.com/api/msas/canton.json",
  "msaHumanUrl": "https://washindex.com/car-wash-markets/canton",
  "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": "massillon-oh",
  "name": "Massillon",
  "state": "OH",
  "msa": {
    "slug": "canton",
    "name": "Canton",
    "fullName": "Canton-Massillon, OH"
  },
  "generatedAt": "2026-05-22T14:00:26.765Z",
  "summary": {
    "totalLocations": 13,
    "totalChains": 6,
    "independentLocationCount": 4,
    "totalReviews": 1829,
    "scoredReviews": 299,
    "weightedAvgRating": 4.314324767632586,
    "damageRate": 0.046822742474916385,
    "membershipMentionRate": 0.14381270903010032,
    "membershipCancellationRate": 0.13953488372093023,
    "upsellPressureRate": 0.0033444816053511705,
    "zipsWithIncomeData": 2,
    "medianHouseholdIncomeWeighted": 73969
  },
  "aspectScores": {
    "price": 0.08,
    "wait_time": 0.2727272727272727,
    "result_quality": 0.3782051282051282,
    "staff": 0.5098039215686274,
    "equipment_working": -0.7142857142857143,
    "cleanliness_of_facility": 0.3333333333333333,
    "membership_value": 0.03225806451612903
  },
  "formatStats": [
    {
      "format": "inbay_automatic",
      "locationCount": 6,
      "reviewsCount": 206,
      "scoredReviews": 64,
      "avgRating": 3.835436893203884,
      "damageRate": 0,
      "cancellationRate": null
    },
    {
      "format": "express_tunnel",
      "locationCount": 3,
      "reviewsCount": 1393,
      "scoredReviews": 186,
      "avgRating": 4.343072505384063,
      "damageRate": 0.06989247311827956,
      "cancellationRate": 0.15384615384615385
    },
    {
      "format": "detail_shop",
      "locationCount": 3,
      "reviewsCount": 160,
      "scoredReviews": 33,
      "avgRating": 4.686875,
      "damageRate": 0.030303030303030304,
      "cancellationRate": null
    },
    {
      "format": "full_service",
      "locationCount": 1,
      "reviewsCount": 70,
      "scoredReviews": 16,
      "avgRating": 4.3,
      "damageRate": 0,
      "cancellationRate": 0
    }
  ],
  "chainsRanked": [
    {
      "name": "BellStores",
      "locationCount": 3,
      "reviewsCount": 96,
      "scoredReviews": 18,
      "avgRating": 3.8229166666666665,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": null,
        "wait_time": -1,
        "result_quality": null,
        "staff": 0.09090909090909091,
        "equipment_working": null,
        "cleanliness_of_facility": 1,
        "membership_value": null
      }
    },
    {
      "name": "bp",
      "locationCount": 2,
      "reviewsCount": 71,
      "scoredReviews": 19,
      "avgRating": 3.926760563380281,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.3333333333333333,
        "wait_time": 1,
        "result_quality": null,
        "staff": 0.2727272727272727,
        "equipment_working": -1,
        "cleanliness_of_facility": 0,
        "membership_value": null
      }
    },
    {
      "name": "Froggy's Car Wash",
      "locationCount": 1,
      "reviewsCount": 319,
      "scoredReviews": 44,
      "avgRating": 4.3,
      "damageRate": 0.11363636363636363,
      "cancellationRate": 0.3,
      "membershipMentionRate": 0.22727272727272727,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -0.07692307692307693,
        "wait_time": 1,
        "result_quality": -0.06451612903225806,
        "staff": 0.15,
        "equipment_working": -1,
        "cleanliness_of_facility": 0.3333333333333333,
        "membership_value": -0.1111111111111111
      }
    },
    {
      "name": "Sgt. Clean Car Wash",
      "locationCount": 1,
      "reviewsCount": 600,
      "scoredReviews": 76,
      "avgRating": 4.4,
      "damageRate": 0.05263157894736842,
      "cancellationRate": 0.045454545454545456,
      "membershipMentionRate": 0.2894736842105263,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0.42857142857142855,
        "wait_time": 0.6,
        "result_quality": 0.45454545454545453,
        "staff": 0.7560975609756098,
        "equipment_working": 0,
        "cleanliness_of_facility": null,
        "membership_value": 0.4666666666666667
      }
    },
    {
      "name": "Red Carpet Car Wash",
      "locationCount": 1,
      "reviewsCount": 70,
      "scoredReviews": 16,
      "avgRating": 4.3,
      "damageRate": 0,
      "cancellationRate": 0,
      "membershipMentionRate": 0.25,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": 0,
        "wait_time": 1,
        "result_quality": 0.5,
        "staff": 1,
        "equipment_working": -1,
        "cleanliness_of_facility": 1,
        "membership_value": -1
      }
    },
    {
      "name": "Sheetz",
      "locationCount": 1,
      "reviewsCount": 39,
      "scoredReviews": 27,
      "avgRating": 3.7,
      "damageRate": 0,
      "cancellationRate": null,
      "membershipMentionRate": 0,
      "upsellPressureRate": 0,
      "aspectScores": {
        "price": -1,
        "wait_time": -0.42857142857142855,
        "result_quality": 1,
        "staff": -0.14285714285714285,
        "equipment_working": -1,
        "cleanliness_of_facility": 0,
        "membership_value": null
      }
    }
  ],
  "zips": [
    {
      "zip": "44646",
      "income": 73969,
      "population": 50022,
      "homeValue": null,
      "locationCount": 10,
      "reviewsCount": 1154,
      "totalScoreWeighted": 4926,
      "avgRating": 4.268630849220104,
      "formats": {
        "express_tunnel": 2,
        "detail_shop": 2,
        "full_service": 1,
        "inbay_automatic": 5
      }
    },
    {
      "zip": "44647",
      "income": 57568,
      "population": 19152,
      "homeValue": null,
      "locationCount": 3,
      "reviewsCount": 675,
      "totalScoreWeighted": 2964.9,
      "avgRating": 4.392444444444444,
      "formats": {
        "express_tunnel": 1,
        "detail_shop": 1,
        "inbay_automatic": 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": 2,
      "locations": 13,
      "reviewsCount": 1829,
      "totalScoreWeighted": 7890.9,
      "avgRating": 4.314324767632586,
      "formats": {
        "express_tunnel": 3,
        "detail_shop": 3,
        "full_service": 1,
        "inbay_automatic": 6
      }
    },
    {
      "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": "ChIJC-zpjTnZNogR3PV3pZy_P-E",
      "title": "Froggy's Car Wash",
      "city": "Massillon",
      "zip": "44646",
      "rating": 4.3,
      "reviewsCount": 319,
      "income": 73969,
      "format": "express_tunnel",
      "chain": "Froggy's Car Wash"
    },
    {
      "placeId": "ChIJNzJ4DvAnN4gRsGzS-IYqjI0",
      "title": "Sgt. Clean Car Wash",
      "city": "Massillon",
      "zip": "44647",
      "rating": 4.4,
      "reviewsCount": 600,
      "income": 57568,
      "format": "express_tunnel",
      "chain": "Sgt. Clean Car Wash"
    },
    {
      "placeId": "ChIJy_5y_UrXNogRd9JzwCE3cwo",
      "title": "Auto TEK Ohio, LLC",
      "city": "Massillon",
      "zip": "44646",
      "rating": 4.6,
      "reviewsCount": 79,
      "income": 73969,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJ7zJqbW_TNogR69qhuIakw1A",
      "title": "Full Throttle Detailing - Ceramic Coating",
      "city": "Massillon",
      "zip": "44647",
      "rating": 4.7,
      "reviewsCount": 52,
      "income": 57568,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJb0mohZPZNogREG10JoK7rXk",
      "title": "Dad's Car Care Center - Perry",
      "city": "Massillon",
      "zip": "44646",
      "rating": 4.3,
      "reviewsCount": 70,
      "income": 73969,
      "format": "full_service",
      "chain": "Red Carpet Car Wash"
    },
    {
      "placeId": "ChIJt1OsLe_XNogRleVsSrC-SQo",
      "title": "Star Wash Massillon",
      "city": "Massillon",
      "zip": "44646",
      "rating": 4.3,
      "reviewsCount": 474,
      "income": 73969,
      "format": "express_tunnel",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJj_NUy5w19ScRNV5kfWpBj88",
      "title": "DetailThat Mobile Detailing",
      "city": "Massillon",
      "zip": "44646",
      "rating": 4.9,
      "reviewsCount": 29,
      "income": 73969,
      "format": "detail_shop",
      "chain": "Independent"
    },
    {
      "placeId": "ChIJU2QA4O7XNogRc-u8jhaDMkI",
      "title": "BellStores",
      "city": "Massillon",
      "zip": "44646",
      "rating": 3.7,
      "reviewsCount": 32,
      "income": 73969,
      "format": "inbay_automatic",
      "chain": "BellStores"
    },
    {
      "placeId": "ChIJc7wrYkTWNogRjK5UBeTPb6w",
      "title": "On The Fly",
      "city": "Massillon",
      "zip": "44646",
      "rating": 4.1,
      "reviewsCount": 30,
      "income": 73969,
      "format": "inbay_automatic",
      "chain": "bp"
    },
    {
      "placeId": "ChIJxRw5g-4nN4gRxrp8gQpWANM",
      "title": "BellStores",
      "city": "Massillon",
      "zip": "44647",
      "rating": 3.5,
      "reviewsCount": 23,
      "income": 57568,
      "format": "inbay_automatic",
      "chain": "BellStores"
    },
    {
      "placeId": "ChIJwcjnplbZNogRkackOtrm4-k",
      "title": "Sheetz",
      "city": "Massillon",
      "zip": "44646",
      "rating": 3.7,
      "reviewsCount": 39,
      "income": 73969,
      "format": "inbay_automatic",
      "chain": "Sheetz"
    },
    {
      "placeId": "ChIJVfWfQCXYNogRkqKAZn1bi7s",
      "title": "bp",
      "city": "Massillon",
      "zip": "44646",
      "rating": 3.8,
      "reviewsCount": 41,
      "income": 73969,
      "format": "inbay_automatic",
      "chain": "bp"
    },
    {
      "placeId": "ChIJHWhKIwYoN4gRVhek5rzq2Y4",
      "title": "BellStores",
      "city": "Massillon",
      "zip": "44646",
      "rating": 4.1,
      "reviewsCount": 41,
      "income": 73969,
      "format": "inbay_automatic",
      "chain": "BellStores"
    }
  ],
  "places": [
    {
      "placeId": "ChIJNzJ4DvAnN4gRsGzS-IYqjI0",
      "title": "Sgt. Clean Car Wash",
      "street": "205 1st St NW",
      "city": "Massillon",
      "state": "OH",
      "zip": "44647",
      "lat": 40.798064,
      "lng": -81.525709,
      "totalScore": 4.4,
      "reviewsCount": 600,
      "scoredReviews": 76,
      "format": "express_tunnel",
      "chain": "Sgt. Clean Car Wash",
      "income": 57568
    },
    {
      "placeId": "ChIJt1OsLe_XNogRleVsSrC-SQo",
      "title": "Star Wash Massillon",
      "street": "2030 Wales Rd NE",
      "city": "Massillon",
      "state": "OH",
      "zip": "44646",
      "lat": 40.8219083,
      "lng": -81.5025826,
      "totalScore": 4.3,
      "reviewsCount": 474,
      "scoredReviews": 66,
      "format": "express_tunnel",
      "chain": null,
      "income": 73969
    },
    {
      "placeId": "ChIJC-zpjTnZNogR3PV3pZy_P-E",
      "title": "Froggy's Car Wash",
      "street": "4010 Lincoln Way E",
      "city": "Massillon",
      "state": "OH",
      "zip": "44646",
      "lat": 40.7939264,
      "lng": -81.4586419,
      "totalScore": 4.3,
      "reviewsCount": 319,
      "scoredReviews": 44,
      "format": "express_tunnel",
      "chain": "Froggy's Car Wash",
      "income": 73969
    },
    {
      "placeId": "ChIJy_5y_UrXNogRd9JzwCE3cwo",
      "title": "Auto TEK Ohio, LLC",
      "street": "2040 Wales Rd NE",
      "city": "Massillon",
      "state": "OH",
      "zip": "44646",
      "lat": 40.8220167,
      "lng": -81.5019888,
      "totalScore": 4.6,
      "reviewsCount": 79,
      "scoredReviews": 10,
      "format": "detail_shop",
      "chain": null,
      "income": 73969
    },
    {
      "placeId": "ChIJb0mohZPZNogREG10JoK7rXk",
      "title": "Dad's Car Care Center - Perry",
      "street": "3921 Lincoln Way E",
      "city": "Massillon",
      "state": "OH",
      "zip": "44646",
      "lat": 40.7934,
      "lng": -81.4592566,
      "totalScore": 4.3,
      "reviewsCount": 70,
      "scoredReviews": 16,
      "format": "full_service",
      "chain": "Red Carpet Car Wash",
      "income": 73969
    },
    {
      "placeId": "ChIJ7zJqbW_TNogR69qhuIakw1A",
      "title": "Full Throttle Detailing - Ceramic Coating",
      "street": "651 Finefrock Rd SW",
      "city": "Massillon",
      "state": "OH",
      "zip": "44647",
      "lat": 40.7811991,
      "lng": -81.5282285,
      "totalScore": 4.7,
      "reviewsCount": 52,
      "scoredReviews": 15,
      "format": "detail_shop",
      "chain": null,
      "income": 57568
    },
    {
      "placeId": "ChIJVfWfQCXYNogRkqKAZn1bi7s",
      "title": "bp",
      "street": "2711 Lincoln Way E",
      "city": "Massillon",
      "state": "OH",
      "zip": "44646",
      "lat": 40.79696,
      "lng": -81.484294,
      "totalScore": 3.8,
      "reviewsCount": 41,
      "scoredReviews": 8,
      "format": "inbay_automatic",
      "chain": "bp",
      "income": 73969
    },
    {
      "placeId": "ChIJHWhKIwYoN4gRVhek5rzq2Y4",
      "title": "BellStores",
      "street": "108 Lake Ave NE",
      "city": "Massillon",
      "state": "OH",
      "zip": "44646",
      "lat": 40.8124,
      "lng": -81.526,
      "totalScore": 4.1,
      "reviewsCount": 41,
      "scoredReviews": 10,
      "format": "inbay_automatic",
      "chain": "BellStores",
      "income": 73969
    },
    {
      "placeId": "ChIJwcjnplbZNogRkackOtrm4-k",
      "title": "Sheetz",
      "street": "3544 Erie Ave SW",
      "city": "Massillon",
      "state": "OH",
      "zip": "44646",
      "lat": 40.7574261,
      "lng": -81.5157921,
      "totalScore": 3.7,
      "reviewsCount": 39,
      "scoredReviews": 27,
      "format": "inbay_automatic",
      "chain": "Sheetz",
      "income": 73969
    },
    {
      "placeId": "ChIJU2QA4O7XNogRc-u8jhaDMkI",
      "title": "BellStores",
      "street": "8015 Hills and Dales Rd NW",
      "city": "Massillon",
      "state": "OH",
      "zip": "44646",
      "lat": 40.8207128,
      "lng": -81.5020569,
      "totalScore": 3.7,
      "reviewsCount": 32,
      "scoredReviews": 5,
      "format": "inbay_automatic",
      "chain": "BellStores",
      "income": 73969
    },
    {
      "placeId": "ChIJc7wrYkTWNogRjK5UBeTPb6w",
      "title": "On The Fly",
      "street": "5467 Wales Ave NW",
      "city": "Massillon",
      "state": "OH",
      "zip": "44646",
      "lat": 40.8602737,
      "lng": -81.4855396,
      "totalScore": 4.1,
      "reviewsCount": 30,
      "scoredReviews": 11,
      "format": "inbay_automatic",
      "chain": "bp",
      "income": 73969
    },
    {
      "placeId": "ChIJj_NUy5w19ScRNV5kfWpBj88",
      "title": "DetailThat Mobile Detailing",
      "street": "7644 Rolling Green Ave NW",
      "city": "Massillon",
      "state": "OH",
      "zip": "44646",
      "lat": 40.8917463,
      "lng": -81.5121918,
      "totalScore": 4.9,
      "reviewsCount": 29,
      "scoredReviews": 8,
      "format": "detail_shop",
      "chain": null,
      "income": 73969
    },
    {
      "placeId": "ChIJxRw5g-4nN4gRxrp8gQpWANM",
      "title": "BellStores",
      "street": "519 Lincoln Way W",
      "city": "Massillon",
      "state": "OH",
      "zip": "44647",
      "lat": 40.7942329,
      "lng": -81.5301512,
      "totalScore": 3.5,
      "reviewsCount": 23,
      "scoredReviews": 3,
      "format": "inbay_automatic",
      "chain": "BellStores",
      "income": 57568
    }
  ]
}