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HCU Pattern Detector

Scans a URL for the demotion signals Google's Helpful Content Update (September 2023 onward) actually filters on: thin content, programmatic-template reuse, missing first-party experience, affiliate-without-insight density, AI-boilerplate patterns, missing author + date + review apparatus. Complements E-E-A-T Analyzer and Trust Signal Surface Audit.

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