{
  "apiVersion": 1,
  "self": "https://washindex.com/api/chains/oxnard-self-service-car-wash-vacuums.json",
  "humanUrl": "https://washindex.com/car-wash-chains/oxnard-self-service-car-wash-vacuums",
  "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mapSvg (~300KB SVG, available in HTML), executiveSummary.paragraphs and sectionDescriptions (legacy precomputed prose, superseded by the narrative engine), per-location.monthly (28-month per-site velocity), and per-location.competitors.ring1/3/5 arrays (per-competitor lists; counts and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": "oxnard-self-service-car-wash-vacuums",
  "chain": {
    "name": "Oxnard Self Service Car Wash & Vacuums",
    "website": "raintunnelcarwashes.com",
    "locationCount": 5
  },
  "generatedAt": "2026-05-24T20:28:06.286Z",
  "summary": {
    "locationCount": 5,
    "totalReviews": 810,
    "avgRating": 3.9438271604938273,
    "scoredReviews": 87,
    "spamFlagged": 0,
    "statesServed": 1,
    "dominantFormat": "self_serve_bay",
    "damageRate": 0.011494252873563218,
    "membershipMentionRate": 0,
    "membershipCancellationRate": null,
    "membershipUnlimitedRate": null,
    "upsellPressureRate": 0
  },
  "formatRates": {
    "express_tunnel": 0.011494252873563218,
    "full_service": 0,
    "self_serve_bay": 0.4482758620689655,
    "inbay_automatic": 0,
    "hand_wash": 0,
    "detail_shop": 0.022988505747126436,
    "mobile_service": 0,
    "truck_rv_fleet": 0
  },
  "aspectScores": {
    "price": 0.22580645161290322,
    "wait_time": 0,
    "result_quality": 0.18181818181818182,
    "staff": 0.3333333333333333,
    "equipment_working": -0.17647058823529413,
    "cleanliness_of_facility": 0.11764705882352941,
    "membership_value": 0
  },
  "aspectVolume": {
    "price": 31,
    "wait_time": 2,
    "result_quality": 33,
    "staff": 15,
    "equipment_working": 34,
    "cleanliness_of_facility": 17,
    "membership_value": 0
  },
  "amenities": {
    "has_free_vacuums": 0.011494252873563218,
    "has_paid_vacuums": 0.08045977011494253,
    "has_mat_cleaner": 0,
    "has_dog_wash": 0,
    "has_air_dryer": 0.05747126436781609,
    "has_hand_dry": 0.011494252873563218,
    "uses_ceramic_spray": 0,
    "uses_triple_foam": 0,
    "uses_spot_free_rinse": 0.05747126436781609,
    "uses_underbody_wash": 0,
    "uses_tire_shine": 0,
    "water_reclamation_mentioned": 0,
    "app_mentioned": 0,
    "license_plate_recognition": 0
  },
  "priceTier": {
    "cheap": 2,
    "fair": 11,
    "expensive": 4
  },
  "topStrengths": [],
  "topComplaints": [],
  "executiveSummary": {
    "anomalies": [
      {
        "metric": "rating",
        "direction": "drop",
        "startMonth": "2024-01",
        "endMonth": "2024-03",
        "extremeMonth": "2024-01",
        "baselineValue": 4,
        "windowValue": 3.5714285714285716,
        "extremeValue": 3.541666666666667,
        "durationMonths": 3,
        "themes": [],
        "affectedLocations": 0,
        "topAffectedCities": [],
        "sampleQuotes": []
      },
      {
        "metric": "rating",
        "direction": "rise",
        "startMonth": "2025-05",
        "endMonth": "2025-07",
        "extremeMonth": "2025-05",
        "baselineValue": 4,
        "windowValue": 4.583333333333333,
        "extremeValue": 5,
        "durationMonths": 3,
        "themes": [],
        "affectedLocations": 0,
        "topAffectedCities": [],
        "sampleQuotes": []
      },
      {
        "metric": "rating",
        "direction": "drop",
        "startMonth": "2026-02",
        "endMonth": "2026-04",
        "extremeMonth": "2026-03",
        "baselineValue": 4,
        "windowValue": 3.4285714285714284,
        "extremeValue": 3.2047619047619045,
        "durationMonths": 3,
        "themes": [
          {
            "key": "refund",
            "label": "refund / billing dispute",
            "count": 1,
            "rate": 0.25
          }
        ],
        "affectedLocations": 0,
        "topAffectedCities": [],
        "sampleQuotes": [
          {
            "city": "Ventura",
            "state": "CA",
            "ym": "2026-03",
            "stars": 1,
            "text": "Heed my warning do not come to this car wash. I used my Visa card to pay for the service and I stopped it at $3.50 but it charged me $15 there’s no way that is an accident as I’ve read reviews on yelp that describe the same issue whoever owns this car wash is an absolute crook and you deserve whatever karma comes your way"
          }
        ]
      },
      {
        "metric": "volume",
        "direction": "rise",
        "startMonth": "2024-06",
        "endMonth": "2024-08",
        "extremeMonth": "2024-07",
        "baselineValue": 4,
        "windowValue": 8,
        "extremeValue": 8,
        "durationMonths": 3,
        "themes": [],
        "affectedLocations": 0,
        "topAffectedCities": [],
        "sampleQuotes": []
      }
    ]
  },
  "competitorAverages": {
    "avgCompetitorsRing1": 8.8,
    "avgCompetitorsRing3": 46.6,
    "avgCompetitorsRing5": 37.4,
    "medianRing1": 8,
    "medianRing3": 48,
    "medianRing5": 31
  },
  "timeseries": [
    {
      "month": "2024-01",
      "reviews": 4,
      "avgRating": 3.75
    },
    {
      "month": "2024-02",
      "reviews": 6,
      "avgRating": 3.3333333333333335
    },
    {
      "month": "2024-03",
      "reviews": 4,
      "avgRating": 3.75
    },
    {
      "month": "2024-04",
      "reviews": 8,
      "avgRating": 3.75
    },
    {
      "month": "2024-05",
      "reviews": 3,
      "avgRating": 4.333333333333333
    },
    {
      "month": "2024-06",
      "reviews": 7,
      "avgRating": 3.857142857142857
    },
    {
      "month": "2024-07",
      "reviews": 12,
      "avgRating": 3.75
    },
    {
      "month": "2024-08",
      "reviews": 5,
      "avgRating": 4.6
    },
    {
      "month": "2024-09",
      "reviews": 4,
      "avgRating": 4.5
    },
    {
      "month": "2024-10",
      "reviews": 3,
      "avgRating": 4
    },
    {
      "month": "2024-11",
      "reviews": 9,
      "avgRating": 4.333333333333333
    },
    {
      "month": "2024-12",
      "reviews": 3,
      "avgRating": 3.3333333333333335
    },
    {
      "month": "2025-01",
      "reviews": 9,
      "avgRating": 4
    },
    {
      "month": "2025-02",
      "reviews": 5,
      "avgRating": 4.2
    },
    {
      "month": "2025-03",
      "reviews": 7,
      "avgRating": 2.857142857142857
    },
    {
      "month": "2025-04",
      "reviews": 2,
      "avgRating": 5
    },
    {
      "month": "2025-05",
      "reviews": 2,
      "avgRating": 5
    },
    {
      "month": "2025-06",
      "reviews": 3,
      "avgRating": 5
    },
    {
      "month": "2025-07",
      "reviews": 7,
      "avgRating": 4.285714285714286
    },
    {
      "month": "2025-08",
      "reviews": 8,
      "avgRating": 4.375
    },
    {
      "month": "2025-09",
      "reviews": 4,
      "avgRating": 3.25
    },
    {
      "month": "2025-10",
      "reviews": 4,
      "avgRating": 5
    },
    {
      "month": "2025-11",
      "reviews": 4,
      "avgRating": 4
    },
    {
      "month": "2025-12",
      "reviews": 3,
      "avgRating": 5
    },
    {
      "month": "2026-01",
      "reviews": 4,
      "avgRating": 4.5
    },
    {
      "month": "2026-02",
      "reviews": 2,
      "avgRating": 2.5
    },
    {
      "month": "2026-03",
      "reviews": 5,
      "avgRating": 3.4
    },
    {
      "month": "2026-04",
      "reviews": 7,
      "avgRating": 3.7142857142857144
    }
  ],
  "states": [
    {
      "state": "California",
      "stateCode": "CA",
      "locationCount": 5,
      "reviewsTotal": 810,
      "avgRating": 3.9438271604938273
    }
  ],
  "locations": [
    {
      "placeId": "ChIJRbg8m-RJ6IART_QjaSOe6jo",
      "title": "Camarillo Self Service Car Wash & Vacuums",
      "street": "1480 E Daily Dr",
      "city": "Camarillo",
      "state": "California",
      "stateCode": "CA",
      "zip": "93010",
      "lat": 34.2184709,
      "lng": -119.0520642,
      "totalScore": 4,
      "reviewsCount": 216,
      "reviewsDistribution": {
        "oneStar": 27,
        "twoStar": 7,
        "threeStar": 21,
        "fourStar": 48,
        "fiveStar": 113
      },
      "scoredReviews": 27,
      "dominantFormat": "self_serve_bay",
      "formatRates": {
        "express_tunnel": 0.037037037037037035,
        "full_service": 0,
        "self_serve_bay": 0.3333333333333333,
        "inbay_automatic": 0,
        "hand_wash": 0,
        "detail_shop": 0.037037037037037035,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": -0.09090909090909091,
        "wait_time": 0,
        "result_quality": 0.18181818181818182,
        "staff": 0.3333333333333333,
        "equipment_working": 0.1111111111111111,
        "cleanliness_of_facility": 0.5,
        "membership_value": 0
      },
      "damageRate": 0.037037037037037035,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 16,
        "ring3Count": 22,
        "ring5Count": 14,
        "ring1AvgRating": 3.9866666666666664,
        "ring3AvgRating": 4.544444444444445,
        "ring5AvgRating": 4.699999999999999
      }
    },
    {
      "placeId": "ChIJGeCMYjyt6YARZJPaNubxayE",
      "title": "Ventura Self Service Car Wash & Vacuums",
      "street": "2460 E Thompson Blvd",
      "city": "Ventura",
      "state": "California",
      "stateCode": "CA",
      "zip": "93003",
      "lat": 34.2728463,
      "lng": -119.2637927,
      "totalScore": 3.8,
      "reviewsCount": 205,
      "reviewsDistribution": {
        "oneStar": 27,
        "twoStar": 8,
        "threeStar": 30,
        "fourStar": 48,
        "fiveStar": 92
      },
      "scoredReviews": 20,
      "dominantFormat": "self_serve_bay",
      "formatRates": {
        "express_tunnel": 0,
        "full_service": 0,
        "self_serve_bay": 0.6,
        "inbay_automatic": 0,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": 0.25,
        "wait_time": 0,
        "result_quality": 0.6,
        "staff": 0.6666666666666666,
        "equipment_working": -0.5555555555555556,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 8,
        "ring3Count": 43,
        "ring5Count": 12,
        "ring1AvgRating": 4.26,
        "ring3AvgRating": 4.703125,
        "ring5AvgRating": 4.008333333333334
      }
    },
    {
      "placeId": "ChIJra2z9T9N6IARAdYaCB3F9CM",
      "title": "Ventura Self Service Car Wash & Vacuums - Montalvo",
      "street": "5950 Seahawk St",
      "city": "Ventura",
      "state": "California",
      "stateCode": "CA",
      "zip": "93003",
      "lat": 34.2519032,
      "lng": -119.2086833,
      "totalScore": 3.9,
      "reviewsCount": 198,
      "reviewsDistribution": {
        "oneStar": 24,
        "twoStar": 8,
        "threeStar": 30,
        "fourStar": 43,
        "fiveStar": 93
      },
      "scoredReviews": 20,
      "dominantFormat": "self_serve_bay",
      "formatRates": {
        "express_tunnel": 0,
        "full_service": 0,
        "self_serve_bay": 0.5,
        "inbay_automatic": 0,
        "hand_wash": 0,
        "detail_shop": 0,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": 0.25,
        "wait_time": 1,
        "result_quality": -0.5,
        "staff": 0.3333333333333333,
        "equipment_working": -0.42857142857142855,
        "cleanliness_of_facility": -0.3333333333333333,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 12,
        "ring3Count": 56,
        "ring5Count": 87,
        "ring1AvgRating": 4.490909090909091,
        "ring3AvgRating": 4.465909090909091,
        "ring5AvgRating": 4.51090909090909
      }
    },
    {
      "placeId": "ChIJI8OSoWdO6IAReKW38z8WBSw",
      "title": "Oxnard Self Service Car Wash & Vacuums",
      "street": "2734 S Ventura Rd",
      "city": "Oxnard",
      "state": "California",
      "stateCode": "CA",
      "zip": "93033",
      "lat": 34.1744556,
      "lng": -119.194608,
      "totalScore": 4,
      "reviewsCount": 140,
      "reviewsDistribution": {
        "oneStar": 10,
        "twoStar": 8,
        "threeStar": 22,
        "fourStar": 31,
        "fiveStar": 69
      },
      "scoredReviews": 16,
      "dominantFormat": "self_serve_bay",
      "formatRates": {
        "express_tunnel": 0,
        "full_service": 0,
        "self_serve_bay": 0.4375,
        "inbay_automatic": 0,
        "hand_wash": 0,
        "detail_shop": 0.0625,
        "mobile_service": 0,
        "truck_rv_fleet": 0
      },
      "aspectScores": {
        "price": 1,
        "wait_time": 0,
        "result_quality": 0.7142857142857143,
        "staff": -1,
        "equipment_working": 0.14285714285714285,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 5,
        "ring3Count": 64,
        "ring5Count": 31,
        "ring1AvgRating": 3.8600000000000003,
        "ring3AvgRating": 4.419512195121952,
        "ring5AvgRating": 4.382142857142857
      }
    },
    {
      "placeId": "ChIJV2FTLelP6IARyARQXkNvdcs",
      "title": "Oxnard Self Service Car Wash & Vacuum - Bryce Canyon",
      "street": "130 Bryce Canyon Ave",
      "city": "Oxnard",
      "state": "California",
      "stateCode": "CA",
      "zip": "93033",
      "lat": 34.1695464,
      "lng": -119.1783688,
      "totalScore": 4.3,
      "reviewsCount": 51,
      "reviewsDistribution": {
        "oneStar": 2,
        "twoStar": 0,
        "threeStar": 9,
        "fourStar": 9,
        "fiveStar": 31
      },
      "scoredReviews": 4,
      "dominantFormat": "self_serve_bay",
      "formatRates": {
        "express_tunnel": 0,
        "full_service": 0,
        "self_serve_bay": 0.25,
        "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": 0,
        "cleanliness_of_facility": 0,
        "membership_value": 0
      },
      "damageRate": 0,
      "membershipCancellationRate": null,
      "membershipMentionRate": 0,
      "competitors": {
        "ring1Count": 3,
        "ring3Count": 48,
        "ring5Count": 43,
        "ring1AvgRating": 4.733333333333333,
        "ring3AvgRating": 4.281578947368421,
        "ring5AvgRating": 4.453571428571429
      }
    }
  ]
}