Repetitive After-Sales Claims Overwhelm Solo Ecommerce Owners and Bleed Cash

Summary

A one-person WooCommerce-style store owner reports near-identical 'item was missing, please send it' emails arriving weekly, sometimes from the same repeat customer, each triggering a manual back-and-forth plus out-of-pocket replacement and ~£3.50 shipping. The owner is 'at their wits end' — the volume of repetitive after-sales contact consumes the time needed to run the business, and there is no system that reliably recognizes the claim pattern, pulls the order details, applies the store's policy, and escalates only the genuinely ambiguous cases. Traditional chatbots fail here because they need manual scripted flows for every claim type and go stale the moment policies or product data change; they also cannot ground answers in actual order, product, and policy content across the site. This is an unsolved, money-losing operational pain for indie merchants who cannot absorb Amazon-scale replacement costs or hire a support team.