Model-year depreciation
Each new generation cuts the value of prior models, often on a predictable annual cycle.
Laptops depreciate on model-year cycles and spike hard around back-to-school — dynamic pricing catches both automatically.
Dynamic pricing for laptops and notebooks tracks model-year depreciation alongside the back-to-school demand spike, adjusting price automatically so current-generation models capture peak season value while prior models clear before they lose relevance.
Each new generation cuts the value of prior models, often on a predictable annual cycle.
A large share of annual demand concentrates into a few weeks each year.
RAM, storage, and processor tiers each need independent pricing logic.
Pricing accelerates markdowns ahead of predictable annual refresh cycles.
See AI Pricing ModelsPricing reacts automatically to this predictable seasonal demand peak.
See Stock Clearance & LiquidationsEach RAM, storage, and processor tier is repriced based on its own sell-through.
See Dynamic Pricing RulesYes, pricing can anticipate and react to this predictable annual spike.
Yes, markdown timing can be paced against known annual refresh cycles.
Yes, it connects directly to your Shopify catalogue.