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  "name": "What are the biggest AI SEO mistakes that can hurt a small-business website?",
  "description": "The main risks are mass-producing low-value pages, duplicating content, inventing facts or proof, skipping review, and automating changes without backups. Publi",
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      "name": "What are the biggest AI SEO mistakes that can hurt a small-business website?",
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        "text": "**Direct answer:** Avoid publishing a large number of lightly edited pages, repeating the same answer across near-duplicate URLs, inventing expertise or proof, and using AI to manipulate rankings. These practices can waste resources and create spam or trust problems.\n\n**Context:** Google warns that generating many pages without adding value may violate its scaled-content-abuse policy. It also says content created primarily to manipulate rankings violates spam policies, whether automation or another method is used.\n\n**Key factors:**\n- Original value per page.\n- Accuracy and review depth.\n- Duplicate or overlapping intent.\n- Whether the page serves a real audience.\n\n**Practical guidance:** Consolidate overlapping pages, add original experience and evidence, and maintain a deletion or revision queue. Have an owner approve any claim involving results, credentials, statistics, testimonials, or comparisons.\n\n**Soft positioning:** Run My AI Biz’s safeguards-first educational framing helps keep automation connected to responsible business decisions.",
        "description": "The main risks are mass-producing low-value pages, duplicating content, inventing facts or proof, skipping review, and automating changes without backups. Publish fewer, stronger pages with original value, verified claims, clear purpose, and owner approval."
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