{
  "apiVersion": 1,
  "self": "https://washindex.com/api/chains/niagara-car-wash.json",
  "humanUrl": "https://washindex.com/car-wash-chains/niagara-car-wash",
  "apiRoot": "https://washindex.com/api/index.json",
  "glossary": "https://washindex.com/glossary",
  "methodology": "https://washindex.com/methodology",
  "notice": "Stripped fields: mapSvg (~300KB SVG, available in HTML), executiveSummary.paragraphs and sectionDescriptions (legacy precomputed prose, superseded by the narrative engine), per-location.monthly (28-month per-site velocity), and per-location.competitors.ring1/3/5 arrays (per-competitor lists; counts and average ratings preserved). See /glossary for field definitions or /methodology for the pipeline.",
  "slug": "niagara-car-wash",
  "chain": {
    "name": "Niagara Car Wash",
    "website": "niagaracarwash.net",
    "locationCount": 12
  },
  "generatedAt": "2026-05-24T19:48:14.001Z",
  "summary": {
    "locationCount": 12,
    "totalReviews": 1632,
    "avgRating": 3.8518995098039217,
    "scoredReviews": 128,
    "spamFlagged": 0,
    "statesServed": 2,
    "dominantFormat": "inbay_automatic",
    "damageRate": 0.0234375,
    "membershipMentionRate": 0,
    "membershipCancellationRate": null,
    "membershipUnlimitedRate": null,
    "upsellPressureRate": 0
  },
  "formatRates": {
    "express_tunnel": 0.1015625,
    "full_service": 0.0078125,
    "self_serve_bay": 0.078125,
    "inbay_automatic": 0.046875,
    "hand_wash": 0,
    "detail_shop": 0,
    "mobile_service": 0,
    "truck_rv_fleet": 0
  },
  "aspectScores": {
    "price": -0.3023255813953488,
    "wait_time": -0.14285714285714285,
    "result_quality": -0.21839080459770116,
    "staff": -0.8333333333333334,
    "equipment_working": -0.9555555555555556,
    "cleanliness_of_facility": 1,
    "membership_value": 0
  },
  "aspectVolume": {
    "price": 43,
    "wait_time": 14,
    "result_quality": 87,
    "staff": 12,
    "equipment_working": 45,
    "cleanliness_of_facility": 2,
    "membership_value": 0
  },
  "amenities": {
    "has_free_vacuums": 0,
    "has_paid_vacuums": 0.0546875,
    "has_mat_cleaner": 0.0078125,
    "has_dog_wash": 0,
    "has_air_dryer": 0.015625,
    "has_hand_dry": 0.0078125,
    "uses_ceramic_spray": 0,
    "uses_triple_foam": 0,
    "uses_spot_free_rinse": 0,
    "uses_underbody_wash": 0.078125,
    "uses_tire_shine": 0,
    "water_reclamation_mentioned": 0,
    "app_mentioned": 0.0078125,
    "license_plate_recognition": 0
  },
  "priceTier": {
    "cheap": 7,
    "fair": 5,
    "expensive": 15
  },
  "topStrengths": [],
  "topComplaints": [
    {
      "aspect": "result_quality",
      "score": -0.21839080459770116,
      "mentions": 87,
      "negMentions": 51,
      "snippets": [
        "Left my car covered in water spots. Air dryers hardly did anything",
        "Didn't get the tires or wheel wells clean, too expensive for such a poor cleaning job."
      ]
    }
  ],
  "executiveSummary": {
    "anomalies": [
      {
        "metric": "rating",
        "direction": "rise",
        "startMonth": "2024-10",
        "endMonth": "2025-01",
        "extremeMonth": "2024-11",
        "baselineValue": 3.5,
        "windowValue": 4.0588235294117645,
        "extremeValue": 4.6000000000000005,
        "durationMonths": 4,
        "themes": [],
        "affectedLocations": 0,
        "topAffectedCities": [],
        "sampleQuotes": []
      },
      {
        "metric": "rating",
        "direction": "drop",
        "startMonth": "2026-01",
        "endMonth": "2026-03",
        "extremeMonth": "2026-01",
        "baselineValue": 3.5,
        "windowValue": 3.0930232558139537,
        "extremeValue": 2.975,
        "durationMonths": 3,
        "themes": [
          {
            "key": "equipment",
            "label": "broken equipment",
            "count": 3,
            "rate": 0.16666666666666666
          },
          {
            "key": "wash_quality",
            "label": "wash result quality",
            "count": 3,
            "rate": 0.16666666666666666
          },
          {
            "key": "refund",
            "label": "refund / billing dispute",
            "count": 3,
            "rate": 0.16666666666666666
          },
          {
            "key": "price_hike",
            "label": "price hike / value loss",
            "count": 2,
            "rate": 0.1111111111111111
          },
          {
            "key": "membership",
            "label": "membership / cancellation friction",
            "count": 1,
            "rate": 0.05555555555555555
          }
        ],
        "affectedLocations": 0,
        "topAffectedCities": [],
        "sampleQuotes": [
          {
            "city": "Erie",
            "state": "PA",
            "ym": "2026-02",
            "stars": 1,
            "text": "Waited an hour to wash my car, finally got in, when I did, the machine stopped working half way through. Had to leave with soap all over my car. They will refund if you call, but i would rather have a clean car then wait 7 days for a refund in the mail."
          },
          {
            "city": "Erie",
            "state": "PA",
            "ym": "2026-01",
            "stars": 2,
            "text": "Man this persons making a killing wow $13 for a basic wash andddd they add on a 6% credit card fee? So they’re profiting off that too (assuming the merchant charged them 3%). This persons gotta be loaded. Good for them. If there was another car wash that offers loyalty rewards I’d be there!"
          },
          {
            "city": "Erie",
            "state": "PA",
            "ym": "2026-02",
            "stars": 1,
            "text": "Got the Ultimate Wash. it felt like a very short wash for the Ultimate option, and it didn’t even wash the suds off of my car. Lots of streaks left over. I have to"
          },
          {
            "city": "Erie",
            "state": "PA",
            "ym": "2026-02",
            "stars": 2,
            "text": "It broke down when the lady infront was inside, after waiting 30 minutes."
          }
        ]
      },
      {
        "metric": "volume",
        "direction": "drop",
        "startMonth": "2024-09",
        "endMonth": "2024-11",
        "extremeMonth": "2024-10",
        "baselineValue": 8,
        "windowValue": 2.3333333333333335,
        "extremeValue": 2.3333333333333335,
        "durationMonths": 3,
        "themes": [],
        "affectedLocations": 0,
        "topAffectedCities": [],
        "sampleQuotes": []
      },
      {
        "metric": "volume",
        "direction": "rise",
        "startMonth": "2026-01",
        "endMonth": "2026-03",
        "extremeMonth": "2026-02",
        "baselineValue": 8,
        "windowValue": 14.333333333333334,
        "extremeValue": 14.333333333333334,
        "durationMonths": 3,
        "themes": [],
        "affectedLocations": 0,
        "topAffectedCities": [],
        "sampleQuotes": []
      }
    ]
  },
  "competitorAverages": {
    "avgCompetitorsRing1": 3.1666666666666665,
    "avgCompetitorsRing3": 12.666666666666666,
    "avgCompetitorsRing5": 16.5,
    "medianRing1": 2.5,
    "medianRing3": 10.5,
    "medianRing5": 16.5
  },
  "timeseries": [
    {
      "month": "2024-01",
      "reviews": 5,
      "avgRating": 3.4
    },
    {
      "month": "2024-02",
      "reviews": 12,
      "avgRating": 3.4166666666666665
    },
    {
      "month": "2024-03",
      "reviews": 10,
      "avgRating": 4
    },
    {
      "month": "2024-04",
      "reviews": 10,
      "avgRating": 3.8
    },
    {
      "month": "2024-05",
      "reviews": 7,
      "avgRating": 4.142857142857143
    },
    {
      "month": "2024-06",
      "reviews": 9,
      "avgRating": 3
    },
    {
      "month": "2024-07",
      "reviews": 9,
      "avgRating": 3
    },
    {
      "month": "2024-08",
      "reviews": 6,
      "avgRating": 2.1666666666666665
    },
    {
      "month": "2024-09",
      "reviews": 1,
      "avgRating": 4
    },
    {
      "month": "2024-10",
      "reviews": 1,
      "avgRating": 5
    },
    {
      "month": "2024-11",
      "reviews": 5,
      "avgRating": 3.8
    },
    {
      "month": "2024-12",
      "reviews": 2,
      "avgRating": 5
    },
    {
      "month": "2025-01",
      "reviews": 9,
      "avgRating": 3.888888888888889
    },
    {
      "month": "2025-02",
      "reviews": 12,
      "avgRating": 3.0833333333333335
    },
    {
      "month": "2025-03",
      "reviews": 14,
      "avgRating": 3.2857142857142856
    },
    {
      "month": "2025-04",
      "reviews": 7,
      "avgRating": 4.428571428571429
    },
    {
      "month": "2025-05",
      "reviews": 2,
      "avgRating": 3.5
    },
    {
      "month": "2025-06",
      "reviews": 8,
      "avgRating": 4
    },
    {
      "month": "2025-07",
      "reviews": 13,
      "avgRating": 3.769230769230769
    },
    {
      "month": "2025-08",
      "reviews": 5,
      "avgRating": 2
    },
    {
      "month": "2025-09",
      "reviews": 8,
      "avgRating": 3.25
    },
    {
      "month": "2025-10",
      "reviews": 6,
      "avgRating": 3.6666666666666665
    },
    {
      "month": "2025-11",
      "reviews": 3,
      "avgRating": 3.6666666666666665
    },
    {
      "month": "2025-12",
      "reviews": 10,
      "avgRating": 2.8
    },
    {
      "month": "2026-01",
      "reviews": 8,
      "avgRating": 3.375
    },
    {
      "month": "2026-02",
      "reviews": 20,
      "avgRating": 2.75
    },
    {
      "month": "2026-03",
      "reviews": 15,
      "avgRating": 3.4
    },
    {
      "month": "2026-04",
      "reviews": 4,
      "avgRating": 3
    }
  ],
  "states": [
    {
      "state": "Pennsylvania",
      "stateCode": "PA",
      "locationCount": 9,
      "reviewsTotal": 1246,
      "avgRating": 3.836998394863563
    },
    {
      "state": "New York",
      "stateCode": "NY",
      "locationCount": 3,
      "reviewsTotal": 386,
      "avgRating": 3.9000000000000004
    }
  ],
  "locations": [
    {
      "placeId": "ChIJvSFuWz5-MogR9ArVMfXnaeg",
      "title": "Niagara Car Wash",
      "street": "5504 Zuck Rd",
      "city": "Erie",
      "state": "Pennsylvania",
      "stateCode": "PA",
      "zip": "16506",
      "lat": 42.065547,
      "lng": -80.1153142,
      "totalScore": 4.1,
      "reviewsCount": 209,
      "reviewsDistribution": {
        "oneStar": 17,
        "twoStar": 9,
        "threeStar": 21,
        "fourStar": 54,
        "fiveStar": 108
      },
      "scoredReviews": 12,
      "dominantFormat": "inbay_automatic",
      "formatRates": {
        "express_tunnel": 0,
        "full_service": 0,
        "self_serve_bay": 0.16666666666666666,
        "inbay_automatic": 0.08333333333333333,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": -0.5,
        "wait_time": 1,
        "result_quality": -0.14285714285714285,
        "staff": 0,
        "equipment_working": -1,
        "cleanliness_of_facility": 1,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 2,
        "ring3Count": 13,
        "ring5Count": 38,
        "ring1AvgRating": 5,
        "ring3AvgRating": 4.45,
        "ring5AvgRating": 4.361538461538462
      }
    },
    {
      "placeId": "ChIJSZHU9dd9LYgRNDdahWNEiwo",
      "title": "Niagara Car Wash",
      "street": "4076 Buffalo Rd",
      "city": "Erie",
      "state": "Pennsylvania",
      "stateCode": "PA",
      "zip": "16510",
      "lat": 42.1444852,
      "lng": -80.0076941,
      "totalScore": 3.6,
      "reviewsCount": 195,
      "reviewsDistribution": {
        "oneStar": 27,
        "twoStar": 20,
        "threeStar": 28,
        "fourStar": 45,
        "fiveStar": 75
      },
      "scoredReviews": 12,
      "dominantFormat": "inbay_automatic",
      "formatRates": {
        "express_tunnel": 0.16666666666666666,
        "full_service": 0,
        "self_serve_bay": 0.08333333333333333,
        "inbay_automatic": 0,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": 0.3333333333333333,
        "wait_time": -1,
        "result_quality": -0.5,
        "staff": -1,
        "equipment_working": -1,
        "cleanliness_of_facility": 1,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 2,
        "ring3Count": 9,
        "ring5Count": 25,
        "ring1AvgRating": 4.75,
        "ring3AvgRating": 4.066666666666666,
        "ring5AvgRating": 4.44
      }
    },
    {
      "placeId": "ChIJGXQmEFrv2YkR4tcTE3a7E-k",
      "title": "Niagara Car Wash",
      "street": "3571 NY-31",
      "city": "Baldwinsville",
      "state": "New York",
      "stateCode": "NY",
      "zip": "13027",
      "lat": 43.1797784,
      "lng": -76.2646014,
      "totalScore": 3.9,
      "reviewsCount": 164,
      "reviewsDistribution": {
        "oneStar": 14,
        "twoStar": 8,
        "threeStar": 17,
        "fourStar": 59,
        "fiveStar": 66
      },
      "scoredReviews": 10,
      "dominantFormat": "inbay_automatic",
      "formatRates": {
        "express_tunnel": 0.1,
        "full_service": 0,
        "self_serve_bay": 0.1,
        "inbay_automatic": 0,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": -1,
        "wait_time": 1,
        "result_quality": -0.14285714285714285,
        "staff": -1,
        "equipment_working": -1,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 4,
        "ring3Count": 9,
        "ring5Count": 13,
        "ring1AvgRating": 4.1,
        "ring3AvgRating": 4.4714285714285715,
        "ring5AvgRating": 4.2555555555555555
      }
    },
    {
      "placeId": "ChIJqdxGIG-AMogR6Hi4lKlNEBw",
      "title": "Niagara Carwash",
      "street": "3875 Peach St",
      "city": "Erie",
      "state": "Pennsylvania",
      "stateCode": "PA",
      "zip": "16509",
      "lat": 42.0946189,
      "lng": -80.0826795,
      "totalScore": 3.7,
      "reviewsCount": 158,
      "reviewsDistribution": {
        "oneStar": 22,
        "twoStar": 8,
        "threeStar": 29,
        "fourStar": 28,
        "fiveStar": 71
      },
      "scoredReviews": 3,
      "dominantFormat": "inbay_automatic",
      "formatRates": {
        "express_tunnel": 0,
        "full_service": 0,
        "self_serve_bay": 0.3333333333333333,
        "inbay_automatic": 0.3333333333333333,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": 0,
        "wait_time": 0,
        "result_quality": 1,
        "staff": 0,
        "equipment_working": -1,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 6,
        "ring3Count": 36,
        "ring5Count": 14,
        "ring1AvgRating": 4.933333333333334,
        "ring3AvgRating": 4.284000000000001,
        "ring5AvgRating": 4.227272727272727
      }
    },
    {
      "placeId": "ChIJlQmwb71_MogRI-A1uJGCjOw",
      "title": "Niagara Car Wash",
      "street": "2165 W 12th St",
      "city": "Erie",
      "state": "Pennsylvania",
      "stateCode": "PA",
      "zip": "16505",
      "lat": 42.105236,
      "lng": -80.1297542,
      "totalScore": 3.7,
      "reviewsCount": 146,
      "reviewsDistribution": {
        "oneStar": 22,
        "twoStar": 14,
        "threeStar": 16,
        "fourStar": 24,
        "fiveStar": 70
      },
      "scoredReviews": 16,
      "dominantFormat": "inbay_automatic",
      "formatRates": {
        "express_tunnel": 0.125,
        "full_service": 0,
        "self_serve_bay": 0.0625,
        "inbay_automatic": 0.0625,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": -0.3333333333333333,
        "wait_time": 1,
        "result_quality": -0.5,
        "staff": -1,
        "equipment_working": -1,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 9,
        "ring3Count": 18,
        "ring5Count": 23,
        "ring1AvgRating": 4.2375,
        "ring3AvgRating": 4.4375,
        "ring5AvgRating": 4.507692307692308
      }
    },
    {
      "placeId": "ChIJo98sJYVS0YkR6PWIGDL0w3Q",
      "title": "Niagara Car Wash",
      "street": "3272 Chili Ave",
      "city": "Rochester",
      "state": "New York",
      "stateCode": "NY",
      "zip": "14624",
      "lat": 43.1033544,
      "lng": -77.7548141,
      "totalScore": 3.9,
      "reviewsCount": 130,
      "reviewsDistribution": {
        "oneStar": 12,
        "twoStar": 11,
        "threeStar": 15,
        "fourStar": 29,
        "fiveStar": 63
      },
      "scoredReviews": 16,
      "dominantFormat": "inbay_automatic",
      "formatRates": {
        "express_tunnel": 0,
        "full_service": 0.0625,
        "self_serve_bay": 0.1875,
        "inbay_automatic": 0.0625,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": 0,
        "wait_time": 0,
        "result_quality": -0.21428571428571427,
        "staff": -1,
        "equipment_working": -1,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 1,
        "ring3Count": 4,
        "ring5Count": 12,
        "ring1AvgRating": 5,
        "ring3AvgRating": 3.8,
        "ring5AvgRating": 4.590909090909091
      }
    },
    {
      "placeId": "ChIJTfmYqB1-LYgRYF5wGqdUrLg",
      "title": "Niagara Car Wash",
      "street": "2021 E 38th St",
      "city": "Erie",
      "state": "Pennsylvania",
      "stateCode": "PA",
      "zip": "16510",
      "lat": 42.1178922,
      "lng": -80.023127,
      "totalScore": 3.8,
      "reviewsCount": 129,
      "reviewsDistribution": {
        "oneStar": 19,
        "twoStar": 4,
        "threeStar": 19,
        "fourStar": 31,
        "fiveStar": 56
      },
      "scoredReviews": 15,
      "dominantFormat": "inbay_automatic",
      "formatRates": {
        "express_tunnel": 0.13333333333333333,
        "full_service": 0,
        "self_serve_bay": 0,
        "inbay_automatic": 0.06666666666666667,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": -0.3333333333333333,
        "wait_time": 0,
        "result_quality": -0.4,
        "staff": -1,
        "equipment_working": -1,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0.13333333333333333,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 3,
        "ring3Count": 25,
        "ring5Count": 19,
        "ring1AvgRating": 3.7000000000000006,
        "ring3AvgRating": 4.5375000000000005,
        "ring5AvgRating": 4.3277777777777775
      }
    },
    {
      "placeId": "ChIJfaPEk9J-MogRyQK3TD3Nepk",
      "title": "Niagara Car Wash",
      "street": "4640 W 12th St",
      "city": "Erie",
      "state": "Pennsylvania",
      "stateCode": "PA",
      "zip": "16505",
      "lat": 42.082406,
      "lng": -80.1856409,
      "totalScore": 3.9,
      "reviewsCount": 119,
      "reviewsDistribution": {
        "oneStar": 14,
        "twoStar": 6,
        "threeStar": 12,
        "fourStar": 36,
        "fiveStar": 51
      },
      "scoredReviews": 9,
      "dominantFormat": "inbay_automatic",
      "formatRates": {
        "express_tunnel": 0.2222222222222222,
        "full_service": 0,
        "self_serve_bay": 0,
        "inbay_automatic": 0,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": -0.6,
        "wait_time": 0,
        "result_quality": -0.14285714285714285,
        "staff": 0,
        "equipment_working": -0.6,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 1,
        "ring3Count": 7,
        "ring5Count": 12,
        "ring1AvgRating": 3.6,
        "ring3AvgRating": 4.366666666666666,
        "ring5AvgRating": 4.319999999999999
      }
    },
    {
      "placeId": "ChIJ04fH_ed-MogRbRkCeHdaSLA",
      "title": "Niagara Car Wash",
      "street": "4006 W Ridge Rd",
      "city": "Erie",
      "state": "Pennsylvania",
      "stateCode": "PA",
      "zip": "16506",
      "lat": 42.0795808,
      "lng": -80.1648632,
      "totalScore": 4,
      "reviewsCount": 118,
      "reviewsDistribution": {
        "oneStar": 7,
        "twoStar": 6,
        "threeStar": 21,
        "fourStar": 31,
        "fiveStar": 53
      },
      "scoredReviews": 7,
      "dominantFormat": "inbay_automatic",
      "formatRates": {
        "express_tunnel": 0.14285714285714285,
        "full_service": 0,
        "self_serve_bay": 0,
        "inbay_automatic": 0,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": 0,
        "wait_time": 1,
        "result_quality": 0,
        "staff": -1,
        "equipment_working": -1,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 1,
        "ring3Count": 12,
        "ring5Count": 19,
        "ring1AvgRating": 3.6,
        "ring3AvgRating": 4.45,
        "ring5AvgRating": 4.3812500000000005
      }
    },
    {
      "placeId": "ChIJu7sySudhMogRRJH2-vnG3OU",
      "title": "Niagara Carwash",
      "street": "1007 Marketplace Dr",
      "city": "Edinboro",
      "state": "Pennsylvania",
      "stateCode": "PA",
      "zip": "16412",
      "lat": 41.880413,
      "lng": -80.1701812,
      "totalScore": 3.7,
      "reviewsCount": 103,
      "reviewsDistribution": {
        "oneStar": 16,
        "twoStar": 10,
        "threeStar": 10,
        "fourStar": 22,
        "fiveStar": 45
      },
      "scoredReviews": 11,
      "dominantFormat": "inbay_automatic",
      "formatRates": {
        "express_tunnel": 0.18181818181818182,
        "full_service": 0,
        "self_serve_bay": 0,
        "inbay_automatic": 0.09090909090909091,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": -1,
        "wait_time": -1,
        "result_quality": 0,
        "staff": -1,
        "equipment_working": -1,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0.09090909090909091,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 1,
        "ring3Count": 3,
        "ring5Count": 0,
        "ring1AvgRating": 4.1,
        "ring3AvgRating": 4.5,
        "ring5AvgRating": null
      }
    },
    {
      "placeId": "ChIJC4GKsyrt2YkRq9wJmUGHJ-U",
      "title": "Niagara Car Wash",
      "street": "8030 Brewerton Rd",
      "city": "Cicero",
      "state": "New York",
      "stateCode": "NY",
      "zip": "13039",
      "lat": 43.1592586,
      "lng": -76.1207182,
      "totalScore": 3.9,
      "reviewsCount": 92,
      "reviewsDistribution": {
        "oneStar": 10,
        "twoStar": 7,
        "threeStar": 7,
        "fourStar": 25,
        "fiveStar": 43
      },
      "scoredReviews": 12,
      "dominantFormat": "inbay_automatic",
      "formatRates": {
        "express_tunnel": 0.08333333333333333,
        "full_service": 0,
        "self_serve_bay": 0.08333333333333333,
        "inbay_automatic": 0,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": -0.14285714285714285,
        "wait_time": 0,
        "result_quality": -0.25,
        "staff": -1,
        "equipment_working": -1,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 5,
        "ring3Count": 15,
        "ring5Count": 21,
        "ring1AvgRating": 4.675,
        "ring3AvgRating": 4.641666666666667,
        "ring5AvgRating": 4.641666666666667
      }
    },
    {
      "placeId": "ChIJQeydholxMogRDN8hMoBl_Fs",
      "title": "Niagara Carwash",
      "street": "705 Main St E",
      "city": "Girard",
      "state": "Pennsylvania",
      "stateCode": "PA",
      "zip": "16417",
      "lat": 42.0053787,
      "lng": -80.308731,
      "totalScore": 4.2,
      "reviewsCount": 69,
      "reviewsDistribution": {
        "oneStar": 4,
        "twoStar": 3,
        "threeStar": 7,
        "fourStar": 13,
        "fiveStar": 42
      },
      "scoredReviews": 5,
      "dominantFormat": "inbay_automatic",
      "formatRates": {
        "express_tunnel": 0,
        "full_service": 0,
        "self_serve_bay": 0,
        "inbay_automatic": 0,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": 0,
        "wait_time": 0,
        "result_quality": -0.2,
        "staff": 1,
        "equipment_working": -1,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 3,
        "ring3Count": 1,
        "ring5Count": 2,
        "ring1AvgRating": 3.5,
        "ring3AvgRating": null,
        "ring5AvgRating": 4.8
      }
    }
  ]
}