Why fewer options—and clearer data—can help your inside sales team win the speed game.
In today’s B2B procurement world, speed wins. Especially in construction glass and refractory supply chains, where a missed quote window can mean losing a six-figure job. Yet, many distributors unknowingly slow their own quote cycles due to SKU bloat and catalog confusion.
Quote turnaround time (QTT) is now a performance metric across many glass and ceramics distributors. Inside sales teams are expected to field requests ranging from standard 1/4″ float glass to custom-cut ceramic fiber boards—and respond within hours. But bloated SKU lists make that nearly impossible.
Why? Because when reps are faced with hundreds of near-identical product codes and uncertain spec matching, quote prep slows to a crawl. Even with a well-organized ERP, overloaded catalogs create friction.
To rationalize for speed, consider the following steps:
Identify Top Quote Drivers
Pull 12 months of quote data. Which SKUs appear most often in quotes (not just orders)? These are your quoting core. Ensure specs, price tiers, and availability for these are fully visible to reps.
Bucket by Application, Not Just SKU
Reorganize catalog access so sales teams can quote by job type or application: storefront glazing, lab ceramics, kiln linings, etc. This shifts the cognitive load from “which of these 15 silica bricks is right?” to “this is the high-alumina brick we quote for cement kilns.”
Sunset Quote-Only SKUs
If an item appears in quotes but never in orders, it may be a red herring. Removing or flagging these avoids quoting ghosts.
Simplify Pricing Tiers
Too many price breaks across small volume differences (e.g., 10%, 12%, 15% at 25, 50, 75 units) complicate quoting. Rationalize pricing tiers to a simpler, buyer-friendly structure.
Standardize Substitutions
Create quick-quote substitutions for out-of-stock or long-lead SKUs. These should be pre-approved with pricing to let reps quote confidently without manager approval delays.
Train on Cross-Sell Logic
Equip your team with logic trees: “If customer requests SKU A but needs shorter lead time, offer SKU B.” This boosts confidence and cuts back-and-forth with customers.
A refractories distributor in Pennsylvania implemented these changes and dropped average quote response time from 6 hours to under 2. More importantly, they increased their quote-to-win ratio by 18%—not by lowering prices, but by being the first to respond with a viable offer.
:
Fast quoting isn’t about quoting everything—it’s about quoting the right thing, fast. Distributors who align SKU strategy with quoting workflows give their teams the tools to move faster than the competition. Rationalization isn’t about restriction—it’s about unleashing speed.
