Offer a productized relevance optimization engagement for SaaS^?, marketplaces, fintech, legaltech, design tools, and developer tools with existing user behavior data. The service would combine event-data review, search/recommendation quality audits, opportunity sizing, experiment design, and implementation support for ranking, personalization, and engagement improvements. Over time, repeatable diagnostics, scoring templates, and benchmark reports could become a lightweight software layer, but the first viable business is expert delivery.

Companies are actively embedding AI into product discovery, engagement, and roadmap workflows, but the capability spans engineering, product strategy, and data science. Hiring signals show demand for this function across multiple product categories.