{
  "captureDate": "2026-09-17T00:20:19.068Z",
  "study": {
    "slug": "auto-repair-perfect-rating",
    "question": "Does a perfect 5.0 Google rating help an auto repair shop rank in the Google Maps top 20, or does review volume matter more: how ratings, review counts and positions line up across shops that already rank?",
    "lane": "maps",
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      "queryTemplate": "auto repair {market}",
      "topN": 20,
      "markets": [
        "Tucson, Arizona",
        "Albuquerque, New Mexico",
        "Fresno, California",
        "Omaha, Nebraska",
        "Tulsa, Oklahoma",
        "Wichita, Kansas",
        "Louisville, Kentucky",
        "Memphis, Tennessee",
        "Birmingham, Alabama",
        "Jacksonville, Florida",
        "Greenville, South Carolina",
        "Knoxville, Tennessee",
        "Boise, Idaho",
        "Spokane, Washington",
        "Colorado Springs, Colorado",
        "El Paso, Texas",
        "Des Moines, Iowa",
        "Madison, Wisconsin",
        "Grand Rapids, Michigan",
        "Buffalo, New York",
        "Baton Rouge, Louisiana",
        "Reno, Nevada"
      ]
    },
    "exclude": {
      "domains": [
        "repairpal.com",
        "carfax.com",
        "cars.com",
        "autotrader.com",
        "carmax.com",
        "carvana.com",
        "yourmechanic.com",
        "openbay.com",
        "wrenchway.com",
        "autozone.com",
        "oreillyauto.com",
        "advanceautoparts.com",
        "napaonline.com",
        "angi.com",
        "thumbtack.com",
        "groupon.com"
      ],
      "manufacturers": []
    },
    "measureSites": true,
    "budget": {
      "maxSerpCalls": 22
    },
    "screen": {
      "excludeCategories": [
        "Car dealer",
        "Used car dealer",
        "Auto parts store",
        "Car wash",
        "Towing service",
        "Car rental agency",
        "Gas station",
        "Driving school",
        "Truck dealer",
        "Motorcycle dealer",
        "Car stereo store",
        "Window tinting service",
        "Auto upholsterer",
        "Car detailing service",
        "Auto glass shop",
        "Junkyard",
        "Salvage yard",
        "Auto auction",
        "Insurance agency",
        "Motorcycle repair shop",
        "RV repair shop",
        "Small engine repair service",
        "Trailer repair shop",
        "Boat repair shop"
      ],
      "keepIfTitleMatches": "auto repair|auto service|automotive|auto care|mechanic|car care|car repair|garage|brake|transmission|muffler|tune"
    },
    "minReadableWords": 50
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      "host": "advantage-autorepair.com",
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