{
  "apiVersion": 1,
  "self": "https://washindex.com/api/chains/ocean-spray-car-wash.json",
  "humanUrl": "https://washindex.com/car-wash-chains/ocean-spray-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mapSvg (~300KB SVG, available in HTML), executiveSummary.paragraphs and sectionDescriptions (legacy precomputed prose, superseded by the narrative engine), per-location.monthly (28-month per-site velocity), and per-location.competitors.ring1/3/5 arrays (per-competitor lists; counts and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": "ocean-spray-car-wash",
  "chain": {
    "name": "Ocean Spray Car Wash",
    "website": "oceanspraycw.com",
    "locationCount": 5
  },
  "generatedAt": "2026-05-24T20:27:31.093Z",
  "summary": {
    "locationCount": 5,
    "totalReviews": 821,
    "avgRating": 4.1554202192448235,
    "scoredReviews": 90,
    "spamFlagged": 0,
    "statesServed": 1,
    "dominantFormat": "full_service",
    "damageRate": 0.03333333333333333,
    "membershipMentionRate": 0,
    "membershipCancellationRate": null,
    "membershipUnlimitedRate": null,
    "upsellPressureRate": 0
  },
  "formatRates": {
    "express_tunnel": 0.044444444444444446,
    "full_service": 0.08888888888888889,
    "self_serve_bay": 0.1111111111111111,
    "inbay_automatic": 0.022222222222222223,
    "hand_wash": 0.011111111111111112,
    "detail_shop": 0.15555555555555556,
    "mobile_service": 0,
    "truck_rv_fleet": 0.011111111111111112
  },
  "aspectScores": {
    "price": 0,
    "wait_time": 0.5,
    "result_quality": 0.3188405797101449,
    "staff": 0.4,
    "equipment_working": 0.36363636363636365,
    "cleanliness_of_facility": 1,
    "membership_value": 0
  },
  "aspectVolume": {
    "price": 22,
    "wait_time": 4,
    "result_quality": 69,
    "staff": 40,
    "equipment_working": 11,
    "cleanliness_of_facility": 3,
    "membership_value": 0
  },
  "amenities": {
    "has_free_vacuums": 0,
    "has_paid_vacuums": 0.011111111111111112,
    "has_mat_cleaner": 0,
    "has_dog_wash": 0,
    "has_air_dryer": 0,
    "has_hand_dry": 0.011111111111111112,
    "uses_ceramic_spray": 0,
    "uses_triple_foam": 0,
    "uses_spot_free_rinse": 0.022222222222222223,
    "uses_underbody_wash": 0,
    "uses_tire_shine": 0,
    "water_reclamation_mentioned": 0,
    "app_mentioned": 0,
    "license_plate_recognition": 0
  },
  "priceTier": {
    "cheap": 3,
    "fair": 7,
    "expensive": 6
  },
  "topStrengths": [
    {
      "aspect": "result_quality",
      "score": 0.3188405797101449,
      "mentions": 69,
      "posMentions": 45,
      "snippets": [
        "The wash could use some updating. However, it works well.",
        "Great wash and detailed wipe down when through. Would be 5 stars but getting lined up to make the tight turn to enter the wash tunnel (if it's your first time) without backing up once to get 'straight', can be a bear."
      ]
    }
  ],
  "topComplaints": [
    {
      "aspect": "result_quality",
      "score": 0.3188405797101449,
      "mentions": 69,
      "negMentions": 23,
      "snippets": [
        "Their $7 “touch free” spotless rinse? leaves a greasy residue on your windows ….doesn’t even remove bird droppings ….",
        "After coming to this place multiple times, I have come to the conclusion that subpar service is the best you’ll get. Coming to this car wash will get your car about 75% clean tops."
      ]
    }
  ],
  "executiveSummary": {
    "anomalies": [
      {
        "metric": "rating",
        "direction": "rise",
        "startMonth": "2024-09",
        "endMonth": "2024-12",
        "extremeMonth": "2024-10",
        "baselineValue": 4,
        "windowValue": 4.583333333333333,
        "extremeValue": 4.833333333333333,
        "durationMonths": 4,
        "themes": [],
        "affectedLocations": 0,
        "topAffectedCities": [],
        "sampleQuotes": []
      }
    ]
  },
  "competitorAverages": {
    "avgCompetitorsRing1": 4.2,
    "avgCompetitorsRing3": 15.8,
    "avgCompetitorsRing5": 30.6,
    "medianRing1": 5,
    "medianRing3": 20,
    "medianRing5": 28
  },
  "timeseries": [
    {
      "month": "2024-01",
      "reviews": 5,
      "avgRating": 4.2
    },
    {
      "month": "2024-02",
      "reviews": 7,
      "avgRating": 4.857142857142857
    },
    {
      "month": "2024-03",
      "reviews": 5,
      "avgRating": 3.6
    },
    {
      "month": "2024-04",
      "reviews": 2,
      "avgRating": 3
    },
    {
      "month": "2024-05",
      "reviews": 2,
      "avgRating": 4.5
    },
    {
      "month": "2024-06",
      "reviews": 2,
      "avgRating": 5
    },
    {
      "month": "2024-07",
      "reviews": 4,
      "avgRating": 3.75
    },
    {
      "month": "2024-08",
      "reviews": 6,
      "avgRating": 4
    },
    {
      "month": "2024-09",
      "reviews": 2,
      "avgRating": 4.5
    },
    {
      "month": "2024-10",
      "reviews": 4,
      "avgRating": 5
    },
    {
      "month": "2024-11",
      "reviews": 3,
      "avgRating": 5
    },
    {
      "month": "2024-12",
      "reviews": 3,
      "avgRating": 3.6666666666666665
    },
    {
      "month": "2025-01",
      "reviews": 7,
      "avgRating": 4.714285714285714
    },
    {
      "month": "2025-02",
      "reviews": 6,
      "avgRating": 3.6666666666666665
    },
    {
      "month": "2025-03",
      "reviews": 7,
      "avgRating": 3.857142857142857
    },
    {
      "month": "2025-04",
      "reviews": 4,
      "avgRating": 3.5
    },
    {
      "month": "2025-05",
      "reviews": 8,
      "avgRating": 4.25
    },
    {
      "month": "2025-06",
      "reviews": 4,
      "avgRating": 3
    },
    {
      "month": "2025-07",
      "reviews": 4,
      "avgRating": 4
    },
    {
      "month": "2025-08",
      "reviews": 4,
      "avgRating": 4
    },
    {
      "month": "2025-09",
      "reviews": 1,
      "avgRating": 5
    },
    {
      "month": "2025-10",
      "reviews": 4,
      "avgRating": 3.5
    },
    {
      "month": "2025-11",
      "reviews": 5,
      "avgRating": 3.4
    },
    {
      "month": "2025-12",
      "reviews": 3,
      "avgRating": 4
    },
    {
      "month": "2026-01",
      "reviews": 6,
      "avgRating": 3.6666666666666665
    },
    {
      "month": "2026-02",
      "reviews": 4,
      "avgRating": 4
    },
    {
      "month": "2026-03",
      "reviews": 2,
      "avgRating": 5
    },
    {
      "month": "2026-04",
      "reviews": 6,
      "avgRating": 4.666666666666667
    }
  ],
  "states": [
    {
      "state": "Florida",
      "stateCode": "FL",
      "locationCount": 5,
      "reviewsTotal": 821,
      "avgRating": 4.1554202192448235
    }
  ],
  "locations": [
    {
      "placeId": "ChIJ6fG94mUQ3ogRg-LK_rV_MD8",
      "title": "Ocean Spray Car Wash & Detail Center",
      "street": "520 E Eau Gallie Blvd",
      "city": "Indian Harbour Beach",
      "state": "Florida",
      "stateCode": "FL",
      "zip": "32937",
      "lat": 28.139076,
      "lng": -80.591748,
      "totalScore": 4.3,
      "reviewsCount": 592,
      "reviewsDistribution": {
        "oneStar": 49,
        "twoStar": 21,
        "threeStar": 34,
        "fourStar": 80,
        "fiveStar": 408
      },
      "scoredReviews": 69,
      "dominantFormat": "full_service",
      "formatRates": {
        "express_tunnel": 0.057971014492753624,
        "full_service": 0.11594202898550725,
        "self_serve_bay": 0.043478260869565216,
        "inbay_automatic": 0,
        "hand_wash": 0.014492753623188406,
        "detail_shop": 0.2028985507246377,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": 0.17647058823529413,
        "wait_time": 0.5,
        "result_quality": 0.4444444444444444,
        "staff": 0.4358974358974359,
        "equipment_working": 1,
        "cleanliness_of_facility": 1,
        "membership_value": 0
      },
      "damageRate": 0.043478260869565216,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 6,
        "ring3Count": 12,
        "ring5Count": 46,
        "ring1AvgRating": 3.983333333333333,
        "ring3AvgRating": 4.557142857142858,
        "ring5AvgRating": 4.806060606060606
      }
    },
    {
      "placeId": "ChIJg9bKGYAQ3ogRHyvv7dTmPCM",
      "title": "Ocean Spray Car Wash",
      "street": "1690 Jimmy Buffett Mem Hwy",
      "city": "Satellite Beach",
      "state": "Florida",
      "stateCode": "FL",
      "zip": "32937",
      "lat": 28.1613731,
      "lng": -80.5870895,
      "totalScore": 3.6,
      "reviewsCount": 93,
      "reviewsDistribution": {
        "oneStar": 13,
        "twoStar": 6,
        "threeStar": 23,
        "fourStar": 18,
        "fiveStar": 33
      },
      "scoredReviews": 7,
      "dominantFormat": "full_service",
      "formatRates": {
        "express_tunnel": 0,
        "full_service": 0,
        "self_serve_bay": 0.42857142857142855,
        "inbay_automatic": 0.14285714285714285,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": -1,
        "wait_time": 0,
        "result_quality": -0.4,
        "staff": 0,
        "equipment_working": 0.5,
        "cleanliness_of_facility": 1,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 2,
        "ring3Count": 21,
        "ring5Count": 15,
        "ring1AvgRating": 4.9,
        "ring3AvgRating": 4.514285714285714,
        "ring5AvgRating": 4.733333333333333
      }
    },
    {
      "placeId": "ChIJNRKAMJca3ogRJWpPQJimsV4",
      "title": "Ocean Spray Car Wash",
      "street": "1263 S Patrick Dr",
      "city": "Satellite Beach",
      "state": "Florida",
      "stateCode": "FL",
      "zip": "32937",
      "lat": 28.1768352,
      "lng": -80.6057477,
      "totalScore": 3.8,
      "reviewsCount": 70,
      "reviewsDistribution": {
        "oneStar": 7,
        "twoStar": 5,
        "threeStar": 10,
        "fourStar": 18,
        "fiveStar": 30
      },
      "scoredReviews": 7,
      "dominantFormat": "full_service",
      "formatRates": {
        "express_tunnel": 0,
        "full_service": 0,
        "self_serve_bay": 0.14285714285714285,
        "inbay_automatic": 0,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": -1,
        "wait_time": 0,
        "result_quality": 0,
        "staff": -1,
        "equipment_working": -0.3333333333333333,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 5,
        "ring3Count": 22,
        "ring5Count": 28,
        "ring1AvgRating": 4.3,
        "ring3AvgRating": 4.65,
        "ring5AvgRating": 4.668181818181819
      }
    },
    {
      "placeId": "ChIJU8KR54oT3ogReiIeOnfDKC4",
      "title": "Ocean Spray Car Wash",
      "street": "2900 S Hwy A1A",
      "city": "Melbourne Beach",
      "state": "Florida",
      "stateCode": "FL",
      "zip": "32951",
      "lat": 28.0415637,
      "lng": -80.5456683,
      "totalScore": 4.1,
      "reviewsCount": 48,
      "reviewsDistribution": {
        "oneStar": 4,
        "twoStar": 3,
        "threeStar": 4,
        "fourStar": 9,
        "fiveStar": 28
      },
      "scoredReviews": 6,
      "dominantFormat": "full_service",
      "formatRates": {
        "express_tunnel": 0,
        "full_service": 0,
        "self_serve_bay": 0.5,
        "inbay_automatic": 0.16666666666666666,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0.16666666666666666
      },
      "aspectScores": {
        "price": 1,
        "wait_time": 0,
        "result_quality": 0.2,
        "staff": 0,
        "equipment_working": 0.5,
        "cleanliness_of_facility": 1,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 1,
        "ring3Count": 4,
        "ring5Count": 26,
        "ring1AvgRating": null,
        "ring3AvgRating": 4.95,
        "ring5AvgRating": 4.2043478260869565
      }
    },
    {
      "placeId": "ChIJYca94mUQ3ogR0n5oxomYuZE",
      "title": "Ocean Spray Car Wash",
      "street": "2049 S Pat Dr",
      "city": "Indian Harbour Beach",
      "state": "Florida",
      "stateCode": "FL",
      "zip": "32937",
      "lat": 28.146769,
      "lng": -80.5983776,
      "totalScore": 3.8,
      "reviewsCount": 18,
      "reviewsDistribution": {
        "oneStar": 2,
        "twoStar": 2,
        "threeStar": 2,
        "fourStar": 4,
        "fiveStar": 8
      },
      "scoredReviews": 1,
      "dominantFormat": "full_service",
      "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": -1,
        "staff": 0,
        "equipment_working": 0,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 7,
        "ring3Count": 20,
        "ring5Count": 38,
        "ring1AvgRating": 4.1,
        "ring3AvgRating": 4.872727272727272,
        "ring5AvgRating": 4.6241379310344835
      }
    }
  ]
}