The problem: sourcing is 40% of the job
Most residential designers spend more time sourcing than designing. A typical bedroom package might mean opening Hickory Chair, then Baker, then Bernhardt, then Theodore Alexander, copying SKUs into a spec sheet, comparing lead times in a separate tab, and then starting over when the client changes their mind on the finish. That's days of work before anyone sees a mood board.
Step 1: Stop searching by vendor. Search by intent.
The vendor websites are organized by their catalog structure, not your project's needs. You don't want to see all Hickory Chair sofas — you want to see every transitional tight-back sofa under 84 inches with track arms, regardless of who makes it. Cross-vendor AI search flips the model: describe what the room needs, get results from every vendor at once.
Step 2: Use structural filters, not style filters
Style tags are subjective and inconsistent across vendors — Baker's 'transitional' and Caracole's 'transitional' mean different things. Structural filters (arm style, back style, cushion count, leg style, base type) are objective. Filter on structure first, then layer style on top.
Step 3: Batch your specs into one session
Most designers source reactively — they open a site when a project hits a spec decision. Batching is faster: dedicate one session per week to run every open project through sourcing, pull candidates for every outstanding spec, drop them into the project folder, and move on. Batching turns sourcing from interruption into routine.
Step 4: Trust the lead-time data
The single biggest cause of project delays isn't bad specs, it's bad lead-time assumptions. Before you spec anything, filter out items with lead times longer than your install date minus six weeks. It feels aggressive but it prevents the '16-week sofa' email you'll otherwise be sending in month four.