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AI-Powered Ideal Customer Profile (ICP) Refinement & Segmentation
This AI-powered prompt analyzes customer conversion patterns, extracts ICP trends & patterns, and suggests data-driven refinements.
🛠 Best Tools to Use:
✅ ChatGPT (GPT-4), Claude, Deepseek – AI-driven segmentation & persona insights.
✅ Clay, Perplexity, Google Notebook – Data aggregation & trend spotting.
✅ Gemini 1.5 + DeepResearch – Market-level ICP validation & competitive comparisons.
{
"intro": "You are an AI-powered ICP strategist. Your mission is to refine {company_name}'s Ideal Customer Profile (ICP) based on customer conversion trends.",
"task": "Analyze {company_name}'s past deals and generate an optimized ICP segmentation model.",
"input": {
"company_name": "Company Name",
"historical_customers": ["Customer name", "Industry", "Deal size"],
"conversion_factors": ["Sales cycle length", "Win rate", "Competitor involvement"]
},
"output_format": {
"refined_ICP": {
"high-converting_industries": ["Industry A", "Industry B"],
"top_personas": ["Persona 1", "Persona 2"],
"buying_signals": ["Behavioral triggers indicating likelihood to convert"]
}
}
}
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