{
  "id": "fake-reviews",
  "slug": "fake-reviews",
  "title": "Fake Reviews: What to check before you trust five stars",
  "shortTitle": "Fake Reviews",
  "hook": "A wall of perfect reviews can make a risky shop feel safe.",
  "category": "Shopping Red Flags",
  "riskLevel": "medium",
  "visibleScreen": "A shopping page with many similar five-star reviews and repeated phrases.",
  "redFlag": "Many reviews sound copied, vague, or posted in a short time window.",
  "whyItWorks": "People use reviews as social proof. When the stars look strong, they may ignore missing details about the seller, shipping, or returns.",
  "saferMove": "Read the newest low-star reviews, check for repeated wording, and search the shop name outside the shopping page before you buy.",
  "ifAlreadyClicked": [
    "If you only viewed the page, close it and compare the product on trusted shops.",
    "If you placed an order, save the receipt and watch for shipping or refund problems.",
    "If you entered card details and the shop feels suspicious, contact your bank and monitor the card."
  ],
  "checklist": [
    "Do many reviews use the same words?",
    "Are the five-star reviews vague while low-star reviews mention real problems?",
    "Can you find the shop name, return policy, and contact details outside the product page?"
  ],
  "videoUrl": null,
  "thumbnail": null,
  "screenImage": null,
  "screenImageAlt": "Direct view of a phone screen showing repeated five-star reviews on a product page.",
  "visualBrief": "Direct close-up view of the suspicious screen on a phone or laptop. Show the scam context itself: repeated five-star reviews, vague copied wording, and a normal shopping interface using fake/example content only. No real brands, no real domains, no phone numbers, no QR codes, no abstract cyber graphics.",
  "related": [
    "fake-invoice-payment-route",
    "delivery-sms-trap"
  ],
  "toolRelevance": "Usually no tool is required. Compare reviews across trusted sources and search the shop name yourself.",
  "affiliateCategory": null,
  "seoTitle": "Fake reviews: red flags before you trust five-star ratings",
  "metaDescription": "Learn how fake reviews make risky shops look safe, what copied review patterns to check, and what safer move to take before buying.",
  "socialTitle": "Fake Reviews: One red flag before you buy",
  "body": "Fake reviews make a risky product or shop feel safer than it is. The page may show many five-star ratings, but the reviews can sound copied, vague, or strangely similar.\n\nThe safer move is simple: slow down before you buy. Read the newest low-star reviews, check whether positive reviews repeat the same phrases, and search the shop name outside the product page.",
  "source": {
    "candidate_id": "erf-018-fake-reviews",
    "version": "chatterbox_gianna_clone_premium_v1_readable_silent_2line_clean_ai",
    "review_package_sha256": "43bbc34db9e067e4169f2054ab55ef69ecbba7fd08cd37eb19587eda8e8801bf",
    "posting_pack_sha256": "34fce3b5fbb559e3ca7582908ca1cc7472990ca5de5f9107db17c1cbea11c19c",
    "approval_command": "APPROVED_FOR_PRIVATE_YOUTUBE_UPLOAD erf-018-fake-reviews chatterbox_gianna_clone_premium_v1_readable_silent_2line_clean_ai 43bbc34db9e067e4169f2054ab55ef69ecbba7fd08cd37eb19587eda8e8801bf 34fce3b5fbb559e3ca7582908ca1cc7472990ca5de5f9107db17c1cbea11c19c",
    "review_package_path": "/home/agent/jarvis_runtime/autoshortsbot/AutoShortsBot/data/post_candidates/everyday-red-flags-fake-reviews/chatterbox_gianna_clone_premium_v1_readable_silent_2line_clean_ai/review_package_chatterbox.json",
    "youtube_private_upload_package_path": "/home/agent/jarvis_runtime/autoshortsbot/AutoShortsBot/data/post_candidates/everyday-red-flags-fake-reviews/chatterbox_gianna_clone_premium_v1_readable_silent_2line_clean_ai/youtube_private_upload_package/erf-018-fake-reviews_chatterbox_gianna_clone_premium_v1_readable_silent_2line_clean_ai_youtube_private_upload_package.json",
    "title": "Fake Reviews Have One Easy Tell"
  }
}