{
  "id": 18406268,
  "title": "I Built ScamPeek — A Free Windows Tool to Help People Spot Scam Warning Signs",
  "url": "https://urgent.news/2026/11/06/i-built-scampeek-a-free-windows-tool-to-help-people-spot-scam-warning",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-11-06T00:30:02.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/adamyang/i-built-scampeek-a-free-windows-tool-to-help-people-spot-scam-warning-signs-3h30"
  },
  "original_language": "en",
  "account": "AdamYang, the creator of ScamPeek, built the free Windows tool to assist users in identifying scam warning signs. ScamPeek 1.0 examines suspicious URLs, email files, and images. It highlights warning signs and explains the checks it performs.\n\nFor URLs, ScamPeek reveals the actual destination host and flags misleading structures or potential brand impersonation. This inspection occurs locally without visiting the website. ScamPeek also reviews locally imported .eml files from Gmail or Outlook, analyzing the sender, headers, message body, and links for impersonation, pressure tactics, and phishing indicators. The local check does not upload the email or open attachments.\n\nImages are processed offline using PaddleOCR, which extracts readable text, links, and warning terms. The app shows C2PA Content Credentials if present, distinguishing record validity from signer trust. Optional Google Web Risk checks can be performed, requiring a Google Cloud API key and internet connection. ScamPeek does not automatically submit content to AI services like Gemini or Doubao; users must review, edit, and submit the text themselves if desired.\n\nScamPeek supports English, Traditional Chinese, and Simplified Chinese. The app has limitations and cannot guarantee safety, but it aims to offer clear warnings and encourage users to investigate further when uncertain. AdamYang created ScamPeek to prevent harm and offer support to those affected by scams.",
  "summary": "Why I built ScamPeek A familiar company name, an urgent email, or a convincing image can make it easy to act before looking closely. I built ScamPeek to give Windows users a practical way to pause and see what deserves another check. What ScamPeek does ScamPeek 1.0 is a free Windows assistant for examining suspicious URLs, complete email files, and images. It explains the warning signs it finds…",
  "key_points": [
    "AdamYang created ScamPeek, a free Windows tool to help users spot scam warning signs.",
    "ScamPeek examines suspicious URLs, email files, and images locally without uploading data.",
    "The app supports English, Traditional Chinese, and Simplified Chinese, but cannot guarantee safety."
  ],
  "editors_take": "By processing suspicious files and URLs locally, this tool shifts the burden of technical verification from the user to an automated system designed to flag deceptive digital patterns.",
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}