01The search
The industrial buyer searches by capability, not by adjective. Five-axis, tight tolerance, titanium, ISO 13485, low volume, quick turn. A shop whose site has a page for each capability, with the equipment, the tolerances it holds, the materials it runs and the certifications it carries, matches those searches. A shop with a homepage that says quality and precision matches nothing.
02The research
Engineers are among the heaviest users of AI assistants for technical research. Which process suits this part, what tolerance is realistic for this material, which shops in the Midwest hold this certification. Assistants cite sources, and the shops with clear, structured technical content are the ones cited. Most manufacturing websites have no content an assistant could quote.
03The relationship
The RFQ is the conversion, and most RFQ forms are useless. They ask for a name and a message, so every inquiry needs a follow-up call to get the drawing, the material, the quantity and the deadline. A form that captures what engineering needs to quote, with file upload, saves days per quote and signals that the shop is serious about responsiveness.