Early indicators of progress, such as bot crawl activity, content indexing, and initial citations in conversational platforms like Perplexity and ChatGPT, can appear as early as two to four weeks. Substantial business impact, including qualified inbound leads and broad citation share across commercial queries, requires a consistent 6-12 month strategic commitment.
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