The Hidden Demand Discovery Engine

 Create a Hidden Demand Discovery Engine that identifies potential unmet customer needs from existing business data. Allow users to import anonymized support tickets, search queries, product feedback, sales objections, return reasons, and feature requests. Group recurring problems by underlying need rather than surface wording, estimate how frequently each issue appears, and identify segments with different unmet requirements. Generate opportunity hypotheses, supporting evidence, contradictory evidence, and low-cost validation experiments. Include filters for time period, product, and customer segment. Avoid treating message volume as proof of market demand, preserve source traceability, and clearly distinguish observed patterns from speculative business opportunities.