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  "name": "How long does it take to see results from AEO efforts for a contracting business?",
  "description": "Contractors typically see AEO results within 3-6 months for specific questions, but comprehensive visibility is an ongoing process.",
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        "text": "The timeframe to see AEO results can vary, but contractors may start noticing improvements within 3-6 months. Initial gains often involve appearing in featured snippets for specific, well-optimized questions. Achieving comprehensive visibility across various answer engines and voice assistants is an ongoing process that requires continuous content creation, optimization, and monitoring. Factors like competition, the volume of relevant questions, and the consistency of optimization efforts all influence the speed of results.",
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