Most retail teams are generating more customer feedback than they can realistically read. Reviews pile up across product pages, social mentions go untracked until something escalates, and post purchase surveys sit in a queue for weeks. By the time someone flags a recurring complaint, the problem has already widened. This is the gap that sentiment analysis tools were built for — not as a reporting layer, but as an operational one that processes customer language as it arrives and surfaces what matters before it compounds.