Size and color fragmentation
One style can be 40+ SKUs across sizes and colors, each selling at a different pace. Manual repricing can't keep up, so most brands price the whole style the same — leaving fast sellers underpriced and slow sizes stuck.
BUILT FOR FASHION COMMERCE
Dynamic Pricing for Fashion Brands
Automate markdowns, clear end-of-season stock faster, and protect margin across every SKU and size curve — without manual repricing.
Why do fashion brands need dynamic pricing software?
Fashion brands need dynamic pricing software because inventory across sizes, colors, and seasons moves at different speeds, and fixed markdown schedules leave money on the table or stock unsold. Dynamic pricing reacts to real sell-through data daily, protecting margin on winners and clearing losers faster.
- +22% Revenue uplift on markdown SKUs
- 35% Fewer manual price changes
- 18 days Faster sell-through per season
- 700K Fashion SKUs repriced
Guessing when to mark down
Most brands still use fixed markdown calendars — 20% at week 4, 40% at week 8 — regardless of how a style is actually selling, leaving money on the table for winners and stock unsold for losers.
Hard season deadlines
Fashion stock has a shelf life. Miss the markdown window by even two weeks and you're clearing inventory at steep discounts instead of gradual, margin-protecting price steps.
Margin erosion from blanket discounts
Site-wide sales move stock but cut margin on everything, including styles that didn't need a discount to sell.
How Dynamic Pricing AI helps
Price every SKU, size, and color individually
No more one-price-per-style. Our AI tracks sell-through per size and color variant and adjusts each one independently, so fast-moving sizes stay full price while slow movers get repriced early.
See AI Pricing ModelsAutomated, margin-aware markdowns
Replace fixed markdown calendars with rules that respond to real sell-through and days left in season — clearing end-of-season stock before it's worthless, without a blanket site-wide sale.
See Stock Clearance & MarkdownGuardrails that protect margin
Set floor and ceiling rules per collection so automated pricing never discounts below your margin line, even on your fastest-moving styles.
See Dynamic Pricing RulesThe difference dynamic pricing makes
| Aspect | Without Dynamic Pricing AI | With Dynamic Pricing AI |
|---|---|---|
| Pricing granularity | One price per style, regardless of size or color | Every SKU priced independently by sell-through |
| Markdown timing | Fixed calendar — 20% at week 4, 40% at week 8 | Triggered automatically by real sell-through data |
| End-of-season stock | Steep blanket discounts to clear leftover inventory | Gradual price steps clear stock before season ends |
| Margin control | Site-wide sales cut margin on items that didn't need it | Floor and ceiling rules protect margin on fast sellers |
| Repricing effort | Manual spreadsheet updates across hundreds of SKUs | Fully automated, zero manual repricing work |
| Visibility | No clear view of which sizes or colors are underperforming | Live sell-through dashboard per SKU |
Results from merchants like you
Apparel & Accessories (Global eCommerce Brand)
Overview: 31% increase in total revenue. 39% increase in total profit. 17% increase in ordered items. 6% increase in average gross margin. 500 products tested with AI-driven price experimentation. Fully automated price testing with zero manual work. 1. Company/Industry Apparel & Accessories (Global eCommerce Brand) The company is a global apparel and accessories brand operating […]
Read the full case study