Every sitewide clearance sale is a quiet tax on brand equity. Customers who would have paid full price learn to wait. Margins erode. And the overstock problem gets solved — just at a cost no one tracks carefully enough. The smarter path is already in your data: somewhere in your customer base are the specific people most likely to buy that slow-moving men’s swimwear or end-of-season home goods — at a price point that protects your margins. The only challenge is identifying them precisely enough to reach them before you reach for the markdown button.
The Amperity Approach
Amperity uses product affinity signals and purchase history to match overstock categories to the customers most likely to buy them — at the highest possible margin.
Profiles built for category-level precision. Cross-channel purchase history is unified into a consistent customer foundation, giving your affinity models the signal quality they need to actually work.
Know who’s likely to buy — and what. Predictive product affinity scores automatically calculate each customer’s likelihood to purchase specific categories — so targeting starts from intent, not guesswork.
Protect your full-price buyers. Discount propensity scoring separates full-price loyalists from deal seekers — so clearance messaging reaches the right audience and your best customers never learn to wait for a sale.
How to Get Started
Monitor: Identify slow-moving inventory or seasonal categories due for clearance — like men’s swimwear in August — within your product database.
Segment: Surface customers with a high predicted affinity for those categories who haven’t purchased in the last 90 days — your highest-probability audience for the offer.
Refine: Filter for high discount propensity to ensure the offer resonates, while suppressing full-price loyalists to protect margin and brand health.
Activate: Trigger a targeted email or SMS featuring the specific overstock items to your curated audience via always-on activation pipelines.
Measure: Use closed-loop measurement to track sell-through rate on targeted SKUs and total margin retained versus a general clearance event. Prove the ROI. Repeat what works.
The right buyer for every overstock item is already in your database.
See how Amperity helps brands clear inventory with precision — protecting margins, brand equity, and the customers worth keeping at full price.