Pricing isn’t guesswork—it’s experimentation with a purpose.
What’s the right price for your ¼” low-iron glass? How much more can you charge for mullite bricks with higher thermal shock resistance? These aren’t theoretical questions—they’re operationally and financially critical.
Distributors in the glass and ceramics sectors rarely conduct structured price testing. More often, pricing changes are reactive—driven by competitor pressure, freight increases, or gut instinct.
But when executed properly, price testing is one of the most powerful tools in your playbook. It allows you to find the sweet spot between margin and market share—without alienating customers.
What Makes a Price Test “Work”?
A successful price test delivers clarity on three things:
Elasticity: How sensitive are customers to changes?
Thresholds: What’s the maximum price you can charge without volume dropping?
Segment response: Which customer types push back, and which absorb increases?
But to get this clarity, your test must be intentional—not random.
Step 1: Define Your Hypothesis
What do you believe might be true? For example:
“We can raise price on kiln insulation by 5% with no volume drop.”
“Customers in the U.S. Northeast are less sensitive to price changes on patterned glass.”
Define your assumptions clearly. This sets the foundation.
Step 2: Select Test SKUs Carefully
Choose SKUs that meet these criteria:
Medium-to-high velocity (enough transactions for reliable data).
Not locked into contractual pricing.
Not in a current promotional period.
Avoid testing across too many product types at once—start narrow (e.g., just clear float glass or cordierite ceramic trays).
Step 3: Create a Control Group
This is essential. If you raise prices on SKU A, keep SKU B—of similar profile and customer type—unchanged. This allows you to compare sales velocity, margin, and customer churn between the two groups.
Step 4: Test Gradually
Start with a small percentage increase (2–4%) and monitor over a defined window—usually 6 to 8 weeks. If results hold, test a slightly higher threshold.
Use A/B testing methods across geographic regions or customer types. For example, increase prices for refractories in Texas, but hold steady in Ohio.
Step 5: Track Behavioral Indicators
Don’t just track unit volume. Look at:
Cart abandonment (if applicable).
Order frequency.
Negotiation resistance from customers.
Upsell or downgrade patterns.
Sometimes volume holds, but customers begin ordering less frequently. That’s delayed erosion you’ll want to catch early.
Step 6: Analyze and Iterate
Once your window closes, assess:
Did margin improve without hurting revenue?
Did customer satisfaction change?
Can the price stick long-term, or was it seasonal?
Based on results, either lock in the new price or adjust. Then apply lessons to the next SKU set.
:
Pricing is too important to guess. Structured, controlled experiments let you test the market with precision—giving you data-driven confidence in your pricing moves. For glass and ceramics distributors dealing with tight margins and rising input costs, price testing isn’t optional—it’s essential.
