The question
People often shop by outcome, constraint, or context rather than by a catalog keyword. Existing search and filters require the buyer to translate that intent into the language of a store.
FaStart is researching a narrower question: could a buyer-side agent turn intent into useful product discovery while preserving merchant control and making the result explainable?
The direction
Any future discovery system would need structured catalog facts, current availability, explicit merchant participation, and ranking that can be inspected rather than hidden behind a conversational interface.
The long-term possibility includes buyer agents that refine intent, compare relevant options, and hand a merchant-approved cart to a transaction flow. That is a direction, not a current product capability.
What remains unresolved
- relevance across incomplete or inconsistent catalogs;
- response latency during a multi-turn search;
- merchant permission and product eligibility;
- ranking integrity and commercial influence;
- uncertainty, explanations, and buyer trust.
Current status
Research only. FaStart does not claim a customer-facing discovery product, a production retrieval system, or a launch timeline.
This work becomes product work only after a bounded prototype produces useful, explainable results against an approved catalog.
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If you work on retrieval, recommendation systems, catalog quality, or agent-mediated shopping, contact research@fastart.tech.