[
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    "businessName": "EDF",
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      "explanation": "High confidence — large sample (100 reviews scraped of 220635 total); strong English-language coverage; all key metrics populated.",
      "warningFlags": [
        "narrow-time-window"
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    },
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    "appliedScoringWeights": {
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      "recentNegatives": 0
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      "trustScoreDeltaVsLeader": 0,
      "percentile": 100,
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      "isTarget": false
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    },
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    "priorities": [
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        "severity": "medium",
        "headline": "4 unanswered 1-2 star reviews in last 7 days",
        "recommendedAction": "Reply to recent negative reviews this week to recover sentiment",
        "timeToAct": "immediate",
        "rank": 1,
        "successMetric": "sentimentPositivePercent",
        "expectedDirection": "increase"
      },
      {
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        "recommendedAction": "Establish review-response cadence; replies correlate with grade improvement",
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      "situation": "EDF — grade C (70/100), TrustScore 4.8.",
      "biggestRisk": "4 unanswered 1-2 star reviews in last 7 days",
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      {
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        "publishedDate": "2026-05-08T16:32:57.000Z",
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        "isVerified": true,
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    ],
    "analyzedAt": "2026-05-08T19:29:05.426Z"
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    "url": "https://www.trustpilot.com/review/vodafone.co.uk",
    "found": true,
    "businessName": "Vodafone UK",
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    "stars": 4.5,
    "totalReviews": 127642,
    "categories": [
      "Cell Phone Store",
      "Internet Provider",
      "Telecommunications Service Provider",
      "Phone and Internet Service",
      "Mobile Network Operator"
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    "websiteUrl": "https://www.vodafone.co.uk",
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    "ratingDistributionPercent": {
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    "sentiment": {
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      "neutral": 0,
      "positivePercent": 95,
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      "neutralPercent": 0,
      "topPositiveKeywords": [
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        },
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        },
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        },
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        },
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        },
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      ]
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    "sentimentByRating": {
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          },
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          },
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      },
      "star4": {
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      },
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      "windowDays": 30,
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      "level": "high",
      "explanation": "High confidence — large sample (100 reviews scraped of 127642 total); strong English-language coverage; all key metrics populated.",
      "warningFlags": [
        "low-verified-rate",
        "highly-skewed-distribution",
        "narrow-time-window"
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    },
    "reputationGrade": "C",
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    "appliedScoringWeights": {
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      "recentNegatives": 0
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      "biggestGap": null,
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    ],
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    "priorities": [
      {
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        "recommendedAction": "Reply to recent negative reviews this week to recover sentiment",
        "timeToAct": "immediate",
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        "successMetric": "sentimentPositivePercent",
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      },
      {
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      },
      {
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        "recommendedAction": "Investigate suspicious reviews; consider Trustpilot fraud report if pattern persists",
        "timeToAct": "this-month",
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    ],
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    "executiveSummary": {
      "situation": "Vodafone UK — grade C (70/100), TrustScore 4.7.",
      "biggestRisk": "5 unanswered 1-2 star reviews in last 7 days",
      "whatToDoNow": "Reply to recent negative reviews this week to recover sentiment",
      "expectedOutcome": "If executed, expect a rise in sentimentPositivePercent on the next run. Magnitude is unobserved — re-run after action to measure actual effect."
    },
    "journeyBreakdown": {
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    "analysisVersion": "3.0.0",
    "schemaVersion": "3.0.0",
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        "recommendedAction": "Reply to recent negative reviews this week to recover sentiment",
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        "expectedDirection": "increase"
      },
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      },
      {
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        "recommendedAction": "Establish review-response cadence; replies correlate with grade improvement",
        "timeToAct": "this-month",
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        "successMetric": "responseRate",
        "expectedDirection": "increase"
      },
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        "recommendedAction": "Investigate suspicious reviews; consider Trustpilot fraud report if pattern persists",
        "timeToAct": "this-month",
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      "biggestRisk": "38 unanswered 1-2 star reviews in last 7 days",
      "whatToDoNow": "Reply to recent negative reviews this week to recover sentiment",
      "expectedOutcome": "If executed, expect a rise in sentimentPositivePercent on the next run. Magnitude is unobserved — re-run after action to measure actual effect."
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      },
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        "title": "I love Uber Eats",
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        "author": "Chris",
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        "title": "The service was excellent.",
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        "publishedDate": "2026-05-07T20:02:29.000Z",
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        "author": "Hybrid Models",
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        "title": "It’s awesome 👍",
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        "successMetric": "trustScore",
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      },
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      },
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        "timeToAct": "this-month",
        "rank": 3,
        "successMetric": "responseRate",
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      },
      {
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        "recommendedAction": "Investigate suspicious reviews; consider Trustpilot fraud report if pattern persists",
        "timeToAct": "this-month",
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        "successMetric": "authenticityScore",
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      "explanation": "High confidence — large sample (100 reviews scraped of 1920 total); strong English-language coverage; all key metrics populated.",
      "warningFlags": [
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    ],
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      },
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        "recommendedAction": "Establish review-response cadence; replies correlate with grade improvement",
        "timeToAct": "this-month",
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        "successMetric": "responseRate",
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      },
      {
        "type": "fake-review-flag",
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        "recommendedAction": "Investigate suspicious reviews; consider Trustpilot fraud report if pattern persists",
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    ],
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    ],
    "analyzedAt": "2026-05-08T19:29:05.437Z"
  },
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    "categories": [
      "Cell Phone Store",
      "Electronics Store",
      "Computer Accessories Store",
      "Software Company",
      "Watch Store",
      "Computer Store",
      "Clothing Store",
      "Cell Phone Accessory Store"
    ],
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      "explanation": "High confidence — large sample (100 reviews scraped of 12058 total); strong English-language coverage; all key metrics populated.",
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        "recommendedAction": "Reply to recent negative reviews this week to recover sentiment",
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      {
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        "timeToAct": "this-month",
        "rank": 3,
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        "recommendedAction": "Investigate suspicious reviews; consider Trustpilot fraud report if pattern persists",
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    "executiveSummary": {
      "situation": "Apple — grade F (0/100), TrustScore 1.8.",
      "biggestRisk": "26 unanswered 1-2 star reviews in last 7 days",
      "whatToDoNow": "Reply to recent negative reviews this week to recover sentiment",
      "expectedOutcome": "If executed, expect a rise in sentimentPositivePercent on the next run. Magnitude is unobserved — re-run after action to measure actual effect."
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        "successMetric": "sentimentPositivePercent",
        "expectedDirection": "increase"
      },
      {
        "type": "no-response-pattern",
        "severity": "medium",
        "headline": "Only 0% of reviews receive replies",
        "recommendedAction": "Establish review-response cadence; replies correlate with grade improvement",
        "timeToAct": "this-month",
        "rank": 2,
        "successMetric": "responseRate",
        "expectedDirection": "increase"
      },
      {
        "type": "fake-review-flag",
        "severity": "low",
        "headline": "31% of reviews show low authenticity signals",
        "recommendedAction": "Investigate suspicious reviews; consider Trustpilot fraud report if pattern persists",
        "timeToAct": "this-month",
        "rank": 3,
        "successMetric": "authenticityScore",
        "expectedDirection": "increase"
      }
    ],
    "decision": "act_now",
    "decisionReason": "Reputation requires immediate attention: 1 high-severity urgent-negatives",
    "oneLine": "Walmart: TrustScore 1.7, grade F — top action: 23 unanswered 1-2 star reviews in last 7 days",
    "executiveSummary": {
      "situation": "Walmart — grade F (0/100), TrustScore 1.7.",
      "biggestRisk": "23 unanswered 1-2 star reviews in last 7 days",
      "whatToDoNow": "Reply to recent negative reviews this week to recover sentiment",
      "expectedOutcome": "If executed, expect a rise in sentimentPositivePercent on the next run. Magnitude is unobserved — re-run after action to measure actual effect."
    },
    "journeyBreakdown": {
      "pre-purchase": {
        "reviewCount": 1,
        "averageRating": 1,
        "positivePercent": 0,
        "negativePercent": 100
      },
      "onboarding": {
        "reviewCount": 0,
        "averageRating": null,
        "positivePercent": null,
        "negativePercent": null
      },
      "support": {
        "reviewCount": 4,
        "averageRating": 2,
        "positivePercent": 25,
        "negativePercent": 75
      },
      "billing": {
        "reviewCount": 3,
        "averageRating": 2.33,
        "positivePercent": 33.3,
        "negativePercent": 66.7
      },
      "delivery": {
        "reviewCount": 6,
        "averageRating": 2.33,
        "positivePercent": 16.7,
        "negativePercent": 50
      },
      "product": {
        "reviewCount": 0,
        "averageRating": null,
        "positivePercent": null,
        "negativePercent": null
      },
      "post-sale": {
        "reviewCount": 2,
        "averageRating": 1,
        "positivePercent": 0,
        "negativePercent": 100
      },
      "weakestStage": "delivery",
      "strongestStage": "billing"
    },
    "riskForecast": null,
    "recordType": "business",
    "failureType": null,
    "analysisVersion": "3.0.0",
    "schemaVersion": "3.0.0",
    "analysisProfile": "competitor_benchmark",
    "dataQualityVerdict": "use_with_caution",
    "isTargetDomain": false,
    "reviewsScraped": 100,
    "pagesFailed": 0,
    "scrapingError": null,
    "reviews": [
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        "experiencedDate": "2026-04-25T00:00:00.000Z",
        "author": "Chris Long",
        "authorCountry": "US",
        "authorReviewCount": 46,
        "isVerified": false,
        "hasCompanyReply": false,
        "companyReplyText": null,
        "companyReplyDate": null,
        "responseTimeHours": null,
        "language": "en",
        "authenticityScore": 0.6,
        "clusterId": null
      },
      {
        "id": "69fc89c3d334bd2d06b0266e",
        "rating": 1,
        "title": "i ordered an item online, dont buy from them",
        "text": null,
        "publishedDate": "2026-05-07T14:46:59.000Z",
        "experiencedDate": "2026-05-04T00:00:00.000Z",
        "author": "Ann Cohen",
        "authorCountry": "US",
        "authorReviewCount": 1,
        "isVerified": false,
        "hasCompanyReply": false,
        "companyReplyText": null,
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      },
      {
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        "rating": 3,
        "title": "Great for disabled people",
        "text": null,
        "publishedDate": "2026-05-07T07:28:21.000Z",
        "experiencedDate": "2026-05-02T00:00:00.000Z",
        "author": "Julie B",
        "authorCountry": "US",
        "authorReviewCount": 5,
        "isVerified": false,
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        "authenticityScore": 0.6,
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      },
      {
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        "rating": 1,
        "title": "I have had online problems with promo…",
        "text": null,
        "publishedDate": "2026-05-07T05:00:21.000Z",
        "experiencedDate": "2026-05-06T00:00:00.000Z",
        "author": "Susan Orlandini",
        "authorCountry": "US",
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        "isVerified": false,
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      },
      {
        "id": "69fbefde0d0afb8298d95ec4",
        "rating": 1,
        "title": "Missing items",
        "text": null,
        "publishedDate": "2026-05-07T03:50:22.000Z",
        "experiencedDate": "2026-05-05T00:00:00.000Z",
        "author": "Jeannine Bandura Potts",
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      },
      {
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        "title": "Beware of Walmart Delivery - Totally Incompetent.",
        "text": null,
        "publishedDate": "2026-05-07T03:39:06.000Z",
        "experiencedDate": "2026-05-05T00:00:00.000Z",
        "author": "Judy Mayer",
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        "isVerified": false,
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      },
      {
        "id": "69fbe0b7a95f128e795d0954",
        "rating": 1,
        "title": "you sold me a defictive phone granted…",
        "text": null,
        "publishedDate": "2026-05-07T02:45:43.000Z",
        "experiencedDate": "2026-05-06T00:00:00.000Z",
        "author": "Kristi Kaplan",
        "authorCountry": "US",
        "authorReviewCount": 1,
        "isVerified": false,
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      },
      {
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        "rating": 4,
        "title": "I was looking for those metal benches…",
        "text": null,
        "publishedDate": "2026-05-07T01:52:13.000Z",
        "experiencedDate": "2026-05-06T00:00:00.000Z",
        "author": "Songpilot",
        "authorCountry": "US",
        "authorReviewCount": 5,
        "isVerified": false,
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      },
      {
        "id": "69fbbe48a761cb9c5bbc7688",
        "rating": 1,
        "title": "SO MANY ISSUES - POOR SERVICE & FAILURE TO TREAT CUSTOMERS RIGHT!!",
        "text": null,
        "publishedDate": "2026-05-07T00:18:48.000Z",
        "experiencedDate": "2026-05-01T00:00:00.000Z",
        "author": "Furgy",
        "authorCountry": "US",
        "authorReviewCount": 43,
        "isVerified": false,
        "hasCompanyReply": false,
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        "language": "en",
        "authenticityScore": 0.6,
        "clusterId": null
      },
      {
        "id": "69fb9a2d31f193f9a46c6a50",
        "rating": 1,
        "title": "Walmart canceled my order without my…",
        "text": null,
        "publishedDate": "2026-05-06T21:44:45.000Z",
        "experiencedDate": "2026-05-06T00:00:00.000Z",
        "author": "Jack",
        "authorCountry": "US",
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        "isVerified": false,
        "hasCompanyReply": false,
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        "clusterId": null
      },
      {
        "id": "69fb797843f5c7cba88f3359",
        "rating": 3,
        "title": "The Walmart in Athens ga on Lexington Rd",
        "text": null,
        "publishedDate": "2026-05-06T19:25:12.000Z",
        "experiencedDate": "2026-05-05T00:00:00.000Z",
        "author": "Steve Payne",
        "authorCountry": "US",
        "authorReviewCount": 1,
        "isVerified": false,
        "hasCompanyReply": false,
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        "language": "en",
        "authenticityScore": 0.4,
        "clusterId": null
      },
      {
        "id": "69fb7944f94016f5b8fd0bd9",
        "rating": 1,
        "title": "They ripped me off for $200",
        "text": null,
        "publishedDate": "2026-05-06T19:24:20.000Z",
        "experiencedDate": "2026-05-06T00:00:00.000Z",
        "author": "Kathlene Ingham",
        "authorCountry": "US",
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        "isVerified": false,
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        "rating": 1,
        "title": "Awful online experience - feels like a scam",
        "text": null,
        "publishedDate": "2026-05-06T19:23:52.000Z",
        "experiencedDate": "2026-05-06T00:00:00.000Z",
        "author": "Jaime",
        "authorCountry": "ES",
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        "isVerified": false,
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      },
      {
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        "rating": 5,
        "title": "Older women working very hard",
        "text": null,
        "publishedDate": "2026-05-06T19:07:15.000Z",
        "experiencedDate": "2026-05-06T00:00:00.000Z",
        "author": "K G",
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        "authenticityScore": 0.6,
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      },
      {
        "id": "69fb588d7640c1f34e30e894",
        "rating": 4,
        "title": "My experience was great with Walmart…",
        "text": null,
        "publishedDate": "2026-05-06T17:04:45.000Z",
        "experiencedDate": "2026-05-01T00:00:00.000Z",
        "author": "Casper D",
        "authorCountry": "US",
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      },
      {
        "id": "69fa24777b33eb3a7fd64bf0",
        "rating": 1,
        "title": "Terrible Online Customer Care & Global Ethics Team - No Valid Response!",
        "text": null,
        "publishedDate": "2026-05-05T19:10:15.000Z",
        "experiencedDate": "2026-04-07T00:00:00.000Z",
        "author": "Rick",
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        "authorReviewCount": 8,
        "isVerified": false,
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        "language": "en",
        "authenticityScore": 0.6,
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      },
      {
        "id": "69fa0a0516f5408a7c2756b4",
        "rating": 5,
        "title": "Free delivery to my door step",
        "text": null,
        "publishedDate": "2026-05-05T17:17:25.000Z",
        "experiencedDate": "2026-05-04T00:00:00.000Z",
        "author": "Finn ccda-ae-a-d-fbec",
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      },
      {
        "id": "69f9b89e7fc2e704feee5ff3",
        "rating": 3,
        "title": "My orders had a little bit of delay but…",
        "text": null,
        "publishedDate": "2026-05-05T11:30:06.000Z",
        "experiencedDate": "2026-05-04T00:00:00.000Z",
        "author": "Albina Milanesi",
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      },
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        "title": "I made a purchase from the Walmart the…",
        "text": null,
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        "experiencedDate": "2026-05-02T00:00:00.000Z",
        "author": "Louis Sirois",
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      },
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        "publishedDate": "2026-05-05T04:18:54.000Z",
        "experiencedDate": "2026-04-30T00:00:00.000Z",
        "author": "William",
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        "author": "Tom",
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      },
      {
        "id": "69f8f43a04c107dd2b999d78",
        "rating": 1,
        "title": "Wherehouse labeling error . can not provide requested product.",
        "text": null,
        "publishedDate": "2026-05-04T21:32:10.000Z",
        "experiencedDate": "2026-05-04T00:00:00.000Z",
        "author": "Robert Cole",
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      },
      {
        "id": "69f7cc9d0d9e3bd5a5e6f504",
        "rating": 5,
        "title": "Walmart Good Business Rate Of Louisiana",
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        "experiencedDate": "2026-05-03T00:00:00.000Z",
        "author": "Kaden Stampley",
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      },
      {
        "id": "69f7c5393db84a4f3e9747c4",
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        "title": "The VIZIO V4K43M-0804 is a 43-inch…",
        "text": null,
        "publishedDate": "2026-05-03T23:59:21.000Z",
        "experiencedDate": "2026-05-03T00:00:00.000Z",
        "author": "Bobby",
        "authorCountry": "US",
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        "isVerified": false,
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        "language": "en",
        "authenticityScore": 0.6,
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      },
      {
        "id": "69f779a5f44eafed588126a3",
        "rating": 1,
        "title": "Lack of customer service to help my verification code issue.",
        "text": null,
        "publishedDate": "2026-05-03T18:36:53.000Z",
        "experiencedDate": "2026-05-03T00:00:00.000Z",
        "author": "JANICE V.",
        "authorCountry": "US",
        "authorReviewCount": 1,
        "isVerified": false,
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      },
      {
        "id": "69f7463e0c342b93358edac7",
        "rating": 1,
        "title": "Rude",
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        "publishedDate": "2026-05-03T14:57:34.000Z",
        "experiencedDate": "2026-05-03T00:00:00.000Z",
        "author": "FLAKA SHALA RAMOVIC",
        "authorCountry": "US",
        "authorReviewCount": 1,
        "isVerified": false,
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        "language": "en",
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      },
      {
        "id": "69f6ca5368633cbbfb3f5f99",
        "rating": 1,
        "title": "At the beginning of April I paid for a…",
        "text": null,
        "publishedDate": "2026-05-03T06:08:51.000Z",
        "experiencedDate": "2026-05-03T00:00:00.000Z",
        "author": "Mark Roe",
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        "isVerified": false,
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      },
      {
        "id": "69f6376bfbcdbd7d1ec12d0a",
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        "title": "Why is it the so called LAZY ysecurity…",
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        "publishedDate": "2026-05-02T19:42:03.000Z",
        "experiencedDate": "2026-05-02T00:00:00.000Z",
        "author": "Fred",
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      },
      {
        "id": "69f6342470b71f24e04ef48a",
        "rating": 1,
        "title": "I usually order from Home Depot but for…",
        "text": null,
        "publishedDate": "2026-05-02T19:28:04.000Z",
        "experiencedDate": "2026-04-28T00:00:00.000Z",
        "author": "Dianna Hankel",
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      },
      {
        "id": "69f55159ed9df87a5e9e22c4",
        "rating": 1,
        "title": "Did not get all of my order",
        "text": null,
        "publishedDate": "2026-05-02T03:20:25.000Z",
        "experiencedDate": "2026-05-01T00:00:00.000Z",
        "author": "Doug Louderback",
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      },
      {
        "id": "69f547e887434f3ff9fa8d72",
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        "title": "Walmart in Spanish Fork Utah has very…",
        "text": null,
        "publishedDate": "2026-05-02T02:40:08.000Z",
        "experiencedDate": "2026-05-01T00:00:00.000Z",
        "author": "STEVE",
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      },
      {
        "id": "69f4f07aefa11924e0784754",
        "rating": 1,
        "title": "Don’t use Walmart online they have…",
        "text": null,
        "publishedDate": "2026-05-01T20:27:06.000Z",
        "experiencedDate": "2026-03-17T00:00:00.000Z",
        "author": "Dee Bailey",
        "authorCountry": "US",
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        "isVerified": false,
        "hasCompanyReply": false,
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      },
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      "Travel Aggregator",
      "Flights Search Site"
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      },
      {
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      {
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    ],
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    ],
    "analyzedAt": "2026-05-08T19:15:47.074Z"
  },
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      "Cell Phone Accessory Store",
      "Electronics Store"
    ],
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      "windowDays": 30,
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      "level": "high",
      "explanation": "High confidence — large sample (100 reviews scraped of 19962 total); strong English-language coverage; all key metrics populated.",
      "warningFlags": [
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    },
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    ],
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        "recommendedAction": "Reply to recent negative reviews this week to recover sentiment",
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      },
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      "explanation": "High confidence — large sample (100 reviews scraped of 1276 total); strong English-language coverage; all key metrics populated.",
      "warningFlags": [
        "low-verified-rate",
        "highly-skewed-distribution"
      ]
    },
    "reputationGrade": "F",
    "reputationScore": 0,
    "appliedScoringWeights": {
      "trustScore": 50,
      "responseRate": 30,
      "sentiment": 20,
      "recentNegatives": 0
    },
    "competitiveStanding": {
      "rank": 21,
      "total": 35,
      "trustScoreDeltaVsLeader": -3.4,
      "percentile": 41,
      "biggestGap": {
        "metric": "sentiment",
        "value": 10,
        "leaderValue": 96,
        "gap": 86
      },
      "outperformsLeaderOn": [],
      "trailsLeaderOn": [
        "trustScore",
        "sentiment"
      ],
      "fastestImprover": null,
      "isTarget": false
    },
    "urgentNegatives": [
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        "publishedDate": "2026-05-06T22:31:07.000Z",
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        "hasCompanyReply": false,
        "text": null
      },
      {
        "id": "69fb843f9dd35098dc35dedd",
        "rating": 2,
        "title": "I have been with Geico since 2007",
        "publishedDate": "2026-05-06T20:11:11.000Z",
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        "hasCompanyReply": false,
        "text": null
      },
      {
        "id": "69fb407cd414cc8eb6023f4b",
        "rating": 1,
        "title": "Try to cancel a policy",
        "publishedDate": "2026-05-06T15:22:04.000Z",
        "daysAgo": 2,
        "hasCompanyReply": false,
        "text": null
      },
      {
        "id": "69f9490638fe193130ad58a2",
        "rating": 1,
        "title": "Raise my home insurance policy didn’t…",
        "publishedDate": "2026-05-05T03:33:58.000Z",
        "daysAgo": 3,
        "hasCompanyReply": false,
        "text": null
      },
      {
        "id": "69f914a8266b03778472d4ff",
        "rating": 1,
        "title": "I’ve had GEICO for a few years",
        "publishedDate": "2026-05-04T23:50:32.000Z",
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        "hasCompanyReply": false,
        "text": null
      },
      {
        "id": "69f6224f530abfd9764045d9",
        "rating": 1,
        "title": "Terrible customer service/ horrible",
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        "hasCompanyReply": false,
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      },
      {
        "id": "69f50b066cb9edbd4c46bc6b",
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        "publishedDate": "2026-05-01T22:20:22.000Z",
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      }
    ],
    "authenticityFlags": {
      "suspiciousReviewCount": 46,
      "lowAuthenticityRate": 46,
      "averageAuthenticityScore": 0.49
    },
    "alertsTriggered": [],
    "trends": null,
    "keywordSpikes": [],
    "priorities": [
      {
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        "severity": "high",
        "headline": "7 unanswered 1-2 star reviews in last 7 days",
        "recommendedAction": "Reply to recent negative reviews this week to recover sentiment",
        "timeToAct": "immediate",
        "rank": 1,
        "successMetric": "sentimentPositivePercent",
        "expectedDirection": "increase"
      },
      {
        "type": "competitor-gap",
        "severity": "high",
        "headline": "3.4 TrustScore behind category leader (rank 21/35)",
        "recommendedAction": "Benchmark response practices and review themes against top-ranked competitor",
        "timeToAct": "this-month",
        "rank": 2,
        "successMetric": "trustScore",
        "expectedDirection": "increase"
      },
      {
        "type": "no-response-pattern",
        "severity": "medium",
        "headline": "Only 0% of reviews receive replies",
        "recommendedAction": "Establish review-response cadence; replies correlate with grade improvement",
        "timeToAct": "this-month",
        "rank": 3,
        "successMetric": "responseRate",
        "expectedDirection": "increase"
      },
      {
        "type": "fake-review-flag",
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        "headline": "46% of reviews show low authenticity signals",
        "recommendedAction": "Investigate suspicious reviews; consider Trustpilot fraud report if pattern persists",
        "timeToAct": "this-month",
        "rank": 4,
        "successMetric": "authenticityScore",
        "expectedDirection": "increase"
      }
    ],
    "decision": "act_now",
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    "oneLine": "GEICO: TrustScore 1.4, grade F — top action: 7 unanswered 1-2 star reviews in last 7 days",
    "executiveSummary": {
      "situation": "GEICO — grade F (0/100), TrustScore 1.4.",
      "biggestRisk": "7 unanswered 1-2 star reviews in last 7 days",
      "whatToDoNow": "Reply to recent negative reviews this week to recover sentiment",
      "expectedOutcome": "If executed, expect a rise in sentimentPositivePercent on the next run. Magnitude is unobserved — re-run after action to measure actual effect."
    },
    "journeyBreakdown": {
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        "negativePercent": 72.7
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      },
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      },
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      },
      "weakestStage": "billing",
      "strongestStage": "support"
    },
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    "recordType": "business",
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    "analysisVersion": "3.0.0",
    "schemaVersion": "3.0.0",
    "analysisProfile": "competitor_benchmark",
    "dataQualityVerdict": "use_with_caution",
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    "reviewsScraped": 100,
    "pagesFailed": 0,
    "scrapingError": null,
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      },
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      },
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      },
      {
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      {
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      },
      {
        "id": "69f4d5999e78f943c93f75bb",
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        "title": "Have had Geiko for 13 years",
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        "publishedDate": "2026-05-01T18:32:25.000Z",
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      },
      {
        "id": "69f4ca61669a8389d46818e1",
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        "publishedDate": "2026-05-01T17:44:34.000Z",
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      },
      {
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      },
      {
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        "title": "Had an issue with mortgage company…",
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      },
      {
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      },
      {
        "id": "69f251d2b52cccf01ff8bf31",
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      },
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      },
      {
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        "rating": 5,
        "title": "I wanted to thank the customer service…",
        "text": null,
        "publishedDate": "2026-04-29T20:41:12.000Z",
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      },
      {
        "id": "69f1a185b3af41a8c2e69432",
        "rating": 1,
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      },
      {
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      },
      {
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      },
      {
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      {
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      },
      {
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        "title": "Beware of companies lieing like Geico",
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        "isVerified": false,
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      },
      {
        "id": "69e8c12a4a1ac3939de61859",
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        "title": "The world would be a better place…",
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        "publishedDate": "2026-04-22T14:38:02.000Z",
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        "author": "Daniel Joseph Starrett",
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        "isVerified": false,
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      },
      {
        "id": "69e7b1ec36d58c24f789c698",
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        "title": "If I could give this company no rating…",
        "text": null,
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  {
    "domain": "bestbuy.com",
    "url": "https://www.trustpilot.com/review/bestbuy.com",
    "found": true,
    "businessName": "Best Buy",
    "trustScore": 1.4,
    "stars": 1.5,
    "totalReviews": 6918,
    "categories": [
      "Promotional Item Store",
      "TV store",
      "Business to Business Service"
    ],
    "websiteUrl": "https://www.bestbuy.com",
    "ratingDistribution": {
      "star5": 6,
      "star4": 3,
      "star3": 2,
      "star2": 6,
      "star1": 83
    },
    "ratingDistributionPercent": {
      "star5": 6,
      "star4": 3,
      "star3": 2,
      "star2": 6,
      "star1": 83
    },
    "averageRating": 1.43,
    "responseRate": 0,
    "averageResponseTimeHours": null,
    "verifiedRate": 0,
    "sentiment": {
      "positive": 10,
      "negative": 89,
      "neutral": 1,
      "positivePercent": 10,
      "negativePercent": 89,
      "neutralPercent": 1,
      "topPositiveKeywords": [
        {
          "keyword": "best",
          "count": 2
        },
        {
          "keyword": "amazing",
          "count": 1
        },
        {
          "keyword": "friendly",
          "count": 1
        },
        {
          "keyword": "happy",
          "count": 1
        },
        {
          "keyword": "outstanding",
          "count": 1
        },
        {
          "keyword": "helpful",
          "count": 1
        }
      ],
      "topNegativeKeywords": [
        {
          "keyword": "worst",
          "count": 4
        },
        {
          "keyword": "poor",
          "count": 3
        },
        {
          "keyword": "scam",
          "count": 2
        },
        {
          "keyword": "horrible",
          "count": 2
        },
        {
          "keyword": "avoid",
          "count": 2
        },
        {
          "keyword": "never",
          "count": 2
        },
        {
          "keyword": "terrible",
          "count": 2
        },
        {
          "keyword": "fake",
          "count": 1
        },
        {
          "keyword": "garbage",
          "count": 1
        },
        {
          "keyword": "disappointing",
          "count": 1
        }
      ]
    },
    "sentimentByRating": {
      "star1": {
        "count": 83,
        "topKeywords": [
          {
            "keyword": "best",
            "count": 17
          },
          {
            "keyword": "worst",
            "count": 4
          },
          {
            "keyword": "poor",
            "count": 3
          },
          {
            "keyword": "scam",
            "count": 2
          },
          {
            "keyword": "horrible",
            "count": 2
          }
        ]
      },
      "star2": {
        "count": 6,
        "topKeywords": [
          {
            "keyword": "garbage",
            "count": 1
          }
        ]
      },
      "star3": {
        "count": 2,
        "topKeywords": [
          {
            "keyword": "best",
            "count": 1
          }
        ]
      },
      "star4": {
        "count": 3,
        "topKeywords": [
          {
            "keyword": "friendly",
            "count": 1
          },
          {
            "keyword": "happy",
            "count": 1
          }
        ]
      },
      "star5": {
        "count": 6,
        "topKeywords": [
          {
            "keyword": "amazing",
            "count": 1
          },
          {
            "keyword": "best",
            "count": 1
          },
          {
            "keyword": "outstanding",
            "count": 1
          },
          {
            "keyword": "helpful",
            "count": 1
          }
        ]
      }
    },
    "recentSentiment": {
      "windowDays": 30,
      "reviewsInWindow": 41,
      "averageRating": 1.61,
      "positivePercent": 12.2,
      "negativePercent": 85.4,
      "weightedSentiment": -0.64
    },
    "reviewsPerDay": 1.6,
    "responseQuality": {
      "averageReplyLength": null,
      "replyLengthCategory": "unknown",
      "replyToReviewLengthRatio": null,
      "repliesAnalyzed": 0
    },
    "issueClusters": [],
    "confidence": {
      "sampleSizeScore": 1,
      "languageCoverage": 1,
      "dataCompleteness": 1,
      "overall": 1,
      "level": "high",
      "explanation": "High confidence — large sample (100 reviews scraped of 6918 total); strong English-language coverage; all key metrics populated.",
      "warningFlags": [
        "low-verified-rate"
      ]
    },
    "reputationGrade": "F",
    "reputationScore": 0,
    "appliedScoringWeights": {
      "trustScore": 50,
      "responseRate": 30,
      "sentiment": 20,
      "recentNegatives": 0
    },
    "competitiveStanding": {
      "rank": 22,
      "total": 35,
      "trustScoreDeltaVsLeader": -3.4,
      "percentile": 38,
      "biggestGap": {
        "metric": "sentiment",
        "value": 10,
        "leaderValue": 96,
        "gap": 86
      },
      "outperformsLeaderOn": [],
      "trailsLeaderOn": [
        "trustScore",
        "sentiment"
      ],
      "fastestImprover": null,
      "isTarget": false
    },
    "urgentNegatives": [
      {
        "id": "69fcf3cd85dc83af9ed94fb0",
        "rating": 1,
        "title": "Best Buy is a Scam",
        "publishedDate": "2026-05-07T22:19:25.000Z",
        "daysAgo": 0,
        "hasCompanyReply": false,
        "text": null
      },
      {
        "id": "69fca28400c5a39d0d19afc6",
        "rating": 1,
        "title": "BUYER BEWARE",
        "publishedDate": "2026-05-07T16:32:36.000Z",
        "daysAgo": 1,
        "hasCompanyReply": false,
        "text": null
      },
      {
        "id": "69f9e0ae2301523188c24833",
        "rating": 2,
        "title": "I bought a 350 dollar car amplifier…",
        "publishedDate": "2026-05-05T14:21:02.000Z",
        "daysAgo": 3,
        "hasCompanyReply": false,
        "text": null
      },
      {
        "id": "69f752e3a1545870cacda83e",
        "rating": 1,
        "title": "HORRIBLE HORRBLE HORRIBLE",
        "publishedDate": "2026-05-03T15:51:31.000Z",
        "daysAgo": 5,
        "hasCompanyReply": false,
        "text": null
      },
      {
        "id": "69f66b26e9b1e3f9cab0dac7",
        "rating": 1,
        "title": "I purchased a “open box” refrigerator…",
        "publishedDate": "2026-05-02T23:22:46.000Z",
        "daysAgo": 5,
        "hasCompanyReply": false,
        "text": null
      },
      {
        "id": "69f5454a6193cbb32d7dbf9d",
        "rating": 1,
        "title": "I was sold fake apple gift cards at the…",
        "publishedDate": "2026-05-02T02:28:59.000Z",
        "daysAgo": 6,
        "hasCompanyReply": false,
        "text": null
      }
    ],
    "authenticityFlags": {
      "suspiciousReviewCount": 47,
      "lowAuthenticityRate": 47,
      "averageAuthenticityScore": 0.49
    },
    "alertsTriggered": [],
    "trends": null,
    "keywordSpikes": [],
    "priorities": [
      {
        "type": "urgent-negatives",
        "severity": "high",
        "headline": "6 unanswered 1-2 star reviews in last 7 days",
        "recommendedAction": "Reply to recent negative reviews this week to recover sentiment",
        "timeToAct": "immediate",
        "rank": 1,
        "successMetric": "sentimentPositivePercent",
        "expectedDirection": "increase"
      },
      {
        "type": "competitor-gap",
        "severity": "high",
        "headline": "3.4 TrustScore behind category leader (rank 22/35)",
        "recommendedAction": "Benchmark response practices and review themes against top-ranked competitor",
        "timeToAct": "this-month",
        "rank": 2,
        "successMetric": "trustScore",
        "expectedDirection": "increase"
      },
      {
        "type": "no-response-pattern",
        "severity": "medium",
        "headline": "Only 0% of reviews receive replies",
        "recommendedAction": "Establish review-response cadence; replies correlate with grade improvement",
        "timeToAct": "this-month",
        "rank": 3,
        "successMetric": "responseRate",
        "expectedDirection": "increase"
      },
      {
        "type": "fake-review-flag",
        "severity": "low",
        "headline": "47% of reviews show low authenticity signals",
        "recommendedAction": "Investigate suspicious reviews; consider Trustpilot fraud report if pattern persists",
        "timeToAct": "this-month",
        "rank": 4,
        "successMetric": "authenticityScore",
        "expectedDirection": "increase"
      }
    ],
    "decision": "act_now",
    "decisionReason": "Reputation requires immediate attention: 2 high-severity urgent-negatives",
    "oneLine": "Best Buy: TrustScore 1.4, grade F — top action: 6 unanswered 1-2 star reviews in last 7 days",
    "executiveSummary": {
      "situation": "Best Buy — grade F (0/100), TrustScore 1.4.",
      "biggestRisk": "6 unanswered 1-2 star reviews in last 7 days",
      "whatToDoNow": "Reply to recent negative reviews this week to recover sentiment",
      "expectedOutcome": "If executed, expect a rise in sentimentPositivePercent on the next run. Magnitude is unobserved — re-run after action to measure actual effect."
    },
    "journeyBreakdown": {
      "pre-purchase": {
        "reviewCount": 1,
        "averageRating": 4,
        "positivePercent": 100,
        "negativePercent": 0
      },
      "onboarding": {
        "reviewCount": 2,
        "averageRating": 1,
        "positivePercent": 0,
        "negativePercent": 100
      },
      "support": {
        "reviewCount": 9,
        "averageRating": 1,
        "positivePercent": 0,
        "negativePercent": 100
      },
      "billing": {
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        "averageRating": null,
        "positivePercent": null,
        "negativePercent": null
      },
      "delivery": {
        "reviewCount": 5,
        "averageRating": 1.2,
        "positivePercent": 0,
        "negativePercent": 100
      },
      "product": {
        "reviewCount": 1,
        "averageRating": 1,
        "positivePercent": 0,
        "negativePercent": 100
      },
      "post-sale": {
        "reviewCount": 3,
        "averageRating": 1,
        "positivePercent": 0,
        "negativePercent": 100
      },
      "weakestStage": "support",
      "strongestStage": "support"
    },
    "riskForecast": null,
    "recordType": "business",
    "failureType": null,
    "analysisVersion": "3.0.0",
    "schemaVersion": "3.0.0",
    "analysisProfile": "competitor_benchmark",
    "dataQualityVerdict": "use_with_caution",
    "isTargetDomain": false,
    "reviewsScraped": 100,
    "pagesFailed": 0,
    "scrapingError": null,
    "reviews": [
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        "title": "Best Buy is a Scam",
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        "author": "Nancy",
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        "isVerified": false,
        "hasCompanyReply": false,
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        "language": "en",
        "authenticityScore": 0.6,
        "clusterId": null
      },
      {
        "id": "69fca28400c5a39d0d19afc6",
        "rating": 1,
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        "publishedDate": "2026-05-07T16:32:36.000Z",
        "experiencedDate": "2026-05-06T00:00:00.000Z",
        "author": "Bonnie Kasmere",
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        "isVerified": false,
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      },
      {
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        "rating": 5,
        "title": "My Boyfriend’s Barnes!!!",
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        "publishedDate": "2026-05-07T00:21:16.000Z",
        "experiencedDate": "2026-04-12T00:00:00.000Z",
        "author": "Anna W.",
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      },
      {
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        "rating": 2,
        "title": "I bought a 350 dollar car amplifier…",
        "text": null,
        "publishedDate": "2026-05-05T14:21:02.000Z",
        "experiencedDate": "2026-04-02T00:00:00.000Z",
        "author": "Donald Malina",
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        "clusterId": null
      },
      {
        "id": "69f752e3a1545870cacda83e",
        "rating": 1,
        "title": "HORRIBLE HORRBLE HORRIBLE",
        "text": null,
        "publishedDate": "2026-05-03T15:51:31.000Z",
        "experiencedDate": "2026-05-02T00:00:00.000Z",
        "author": "Pat Morgan",
        "authorCountry": "US",
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      },
      {
        "id": "69f66b26e9b1e3f9cab0dac7",
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        "text": null,
        "publishedDate": "2026-05-02T23:22:46.000Z",
        "experiencedDate": "2026-05-01T00:00:00.000Z",
        "author": "David",
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        "isVerified": false,
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        "language": "en",
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      },
      {
        "id": "69f5454a6193cbb32d7dbf9d",
        "rating": 1,
        "title": "I was sold fake apple gift cards at the…",
        "text": null,
        "publishedDate": "2026-05-02T02:28:59.000Z",
        "experiencedDate": "2026-04-30T00:00:00.000Z",
        "author": "Anthoine Has sell",
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        "isVerified": false,
        "hasCompanyReply": false,
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        "language": "en",
        "authenticityScore": 0.4,
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      },
      {
        "id": "69f3bdac9617f4ae1cfd63b3",
        "rating": 1,
        "title": "Best Buy Reward Scam and Rip-off Customer Service Reps - Avoid",
        "text": null,
        "publishedDate": "2026-04-30T22:38:04.000Z",
        "experiencedDate": "2026-04-29T00:00:00.000Z",
        "author": "B B",
        "authorCountry": "US",
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        "isVerified": false,
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      },
      {
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        "rating": 1,
        "title": "I purchased a computer and a service…",
        "text": null,
        "publishedDate": "2026-04-30T16:37:36.000Z",
        "experiencedDate": "2025-04-30T00:00:00.000Z",
        "author": "Ed Pecoraro",
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        "language": "en",
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      },
      {
        "id": "69f2a6da81f22ca8fdd65382",
        "rating": 5,
        "title": "amazing",
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        "publishedDate": "2026-04-30T02:48:27.000Z",
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        "isVerified": false,
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        "language": "en",
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      },
      {
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        "rating": 1,
        "title": "I wasn’t able to receive the package",
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        "author": "Eses",
        "authorCountry": "US",
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        "isVerified": false,
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        "language": "en",
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      },
      {
        "id": "69efd0ab42b195f88ca80691",
        "rating": 1,
        "title": "Tried calling the local store to check in stock products",
        "text": null,
        "publishedDate": "2026-04-27T23:10:03.000Z",
        "experiencedDate": "2026-04-27T00:00:00.000Z",
        "author": "William D Tipton Jr",
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        "isVerified": false,
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        "language": "en",
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      },
      {
        "id": "69ed1d8c9ad3b02c6774ed54",
        "rating": 5,
        "title": "Went in to grab a laptop",
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        "publishedDate": "2026-04-25T22:01:16.000Z",
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        "author": "Walter B.",
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      },
      {
        "id": "69ecf95d18ab77da0c70d7b8",
        "rating": 1,
        "title": "I ORDERED A 86 INCH LF TV IN LINE FROM…",
        "text": null,
        "publishedDate": "2026-04-25T19:26:53.000Z",
        "experiencedDate": "2026-04-22T00:00:00.000Z",
        "author": "Peedy",
        "authorCountry": "US",
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        "isVerified": false,
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        "language": "en",
        "authenticityScore": 0.6,
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      },
      {
        "id": "69ea618f651f01463bc4aeb6",
        "rating": 1,
        "title": "Do not shop at the Lafayette Louisiana…",
        "text": null,
        "publishedDate": "2026-04-23T20:14:39.000Z",
        "experiencedDate": "2026-04-23T00:00:00.000Z",
        "author": "Joseph Dupre",
        "authorCountry": "US",
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        "isVerified": false,
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        "language": "en",
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        "clusterId": null
      },
      {
        "id": "69e93b28fdfcb66fb32068a2",
        "rating": 1,
        "title": "Left high and dry!",
        "text": null,
        "publishedDate": "2026-04-22T23:18:32.000Z",
        "experiencedDate": "2026-04-22T00:00:00.000Z",
        "author": "Randy Durrenberger",
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        "isVerified": false,
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        "language": "en",
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      },
      {
        "id": "69e91aac2c1f7e0f4c0af541",
        "rating": 1,
        "title": "Avoid this company!",
        "text": null,
        "publishedDate": "2026-04-22T20:59:56.000Z",
        "experiencedDate": "2026-04-21T00:00:00.000Z",
        "author": "PL",
        "authorCountry": "CA",
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        "isVerified": false,
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        "language": "en",
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      },
      {
        "id": "69e814deffefad2c860bb962",
        "rating": 1,
        "title": "Don’t use Best Buy online or get a Best Buy Credit card.",
        "text": null,
        "publishedDate": "2026-04-22T02:22:55.000Z",
        "experiencedDate": "2026-04-22T00:00:00.000Z",
        "author": "Terry Shields Heintz",
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        "isVerified": false,
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        "language": "en",
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      },
      {
        "id": "69e7dc16b5236c54f85e4208",
        "rating": 1,
        "title": "DO NOT USE THEM. BUYER BEWARE",
        "text": null,
        "publishedDate": "2026-04-21T22:20:38.000Z",
        "experiencedDate": "2026-04-18T00:00:00.000Z",
        "author": "Lisa Randall",
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        "isVerified": false,
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        "language": "en",
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      },
      {
        "id": "69e7d0d5ab5c210dee9a7b76",
        "rating": 4,
        "title": "Friendly sales experience",
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        "publishedDate": "2026-04-21T21:32:37.000Z",
        "experiencedDate": "2026-04-02T00:00:00.000Z",
        "author": "Jenn",
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        "isVerified": false,
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      "level": "high",
      "explanation": "High confidence — large sample (100 reviews scraped of 2567 total); strong English-language coverage; all key metrics populated.",
      "warningFlags": [
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    },
    "reputationGrade": "F",
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    "appliedScoringWeights": {
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        "recommendedAction": "Reply to recent negative reviews this week to recover sentiment",
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      },
      {
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      },
      {
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      {
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      "explanation": "High confidence — large sample (100 reviews scraped of 3068 total); strong English-language coverage; all key metrics populated.",
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      },
      {
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      {
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    ],
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    "executiveSummary": {
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      "biggestRisk": "15 unanswered 1-2 star reviews in last 7 days",
      "whatToDoNow": "Reply to recent negative reviews this week to recover sentiment",
      "expectedOutcome": "If executed, expect a rise in sentimentPositivePercent on the next run. Magnitude is unobserved — re-run after action to measure actual effect."
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      "Movie Rental Store",
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      "level": "high",
      "explanation": "High confidence — large sample (100 reviews scraped of 3197 total); strong English-language coverage; all key metrics populated.",
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      },
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        "recommendedAction": "Establish review-response cadence; replies correlate with grade improvement",
        "timeToAct": "this-month",
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      },
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      "level": "high",
      "explanation": "High confidence — large sample (100 reviews scraped of 129 total); strong English-language coverage; all key metrics populated.",
      "warningFlags": [
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    },
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      },
      {
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      {
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        "recommendedAction": "Investigate suspicious reviews; consider Trustpilot fraud report if pattern persists",
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    ],
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      "level": "high",
      "explanation": "High confidence — large sample (100 reviews scraped of 1481 total); strong English-language coverage; all key metrics populated.",
      "warningFlags": [
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    },
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      },
      {
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    ],
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        "recommendedAction": "Reply to recent negative reviews this week to recover sentiment",
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      },
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