Case Study Analysis: How Real-Time Competitive Alerts Transform Cost Comparison Between Traditional SEO and AI Visibility Tools

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1. Background and context Company: Orion Home Supplies (mid-market e-commerce retailer; annual revenue $45M; product categories: kitchenware, small appliances). Timeframe: Q1–Q4 2024