product-research

To shortlist FF&E products, provide a concise brief with constraints like material, lead time, and budget. The Skill parses the brief, performs web searches, and compiles 6-10 vetted candidates with specifications and pricing into a structured shortlist.

Yes, FF&E product research results are written directly to a master Google Sheet. The Skill uses a defined 33-column schema to ensure consistent metadata, specifications, pricing, and notes are saved for team collaboration.

For interior fit-out product sourcing, provide a brief detailing your project constraints. Key information includes material preferences, required lead times, budget limits, and sustainability requirements to effectively filter and identify matching FF&E options.

Yes, the product research tool automatically extracts specifications and pricing when available. It performs targeted web searches across brands and trade platforms, returning vetted results with specs, lead times, and a rationale for each candidate.

The best way to find furniture options is using a brief-driven research approach. By submitting your conference room or office requirements, the system identifies 6-10 matching candidates with detailed specs, pricing, and lead times for review.

Automated web search for FF&E shortlisting may not be suitable when pricing or specifications are highly restricted or behind trade-only portals. The tool extracts data when available, but proprietary vendor catalogs may require manual sourcing.