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  "name": "How long does it take to see results from AI SEO for a roofing contractor?",
  "description": "Initial results from AI SEO for roofing contractors typically appear within 3-6 months, with significant improvements and consistent leads taking 6-12 months. T",
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      "name": "How long does it take to see results from AI SEO for a roofing contractor?",
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        "text": "The timeline for seeing results from AI SEO varies, but initial improvements in search ranking and website traffic can often be observed within 3 to 6 months. Significant improvements, such as consistent lead generation and higher conversion rates, typically take 6 to 12 months as the AI continually refines the strategy and adapts to algorithm changes. Factors like current website authority, local market competition, and the extent of optimization efforts also influence the speed of results.",
        "description": "Initial results from AI SEO for roofing contractors typically appear within 3-6 months, with significant improvements and consistent leads taking 6-12 months. Timelines vary based on market and existing website authority."
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