Pricing Optimization

What this capability handles

How it works in detail.

Pricing Optimization keeps prices moving with your rules instead of lagging behind the market, which is one of the most direct levers on revenue. In most catalogs, pricing rules fall behind competitor moves and inventory shifts because someone has to apply them by hand, and the cadence slips. This capability runs rule-based pricing updates across the catalog on a consistent cadence, so prices reflect your approved policy without waiting on manual work. It is built for merchandising teams at companies with 100 to 1000 employees that price a large catalog against documented rules and need that pricing applied reliably and on time. The outcome is dependable pricing-cadence adherence and rule discipline. Operationally it follows a defined sequence. It reads pricing signals, evaluates them against your rule library, proposes a price, writes the update, and logs the action. It runs inside your commerce platform, PIM, search platform, and messaging, and it works from the inputs you maintain: pricing rules, inventory data, competitor data, and the promotional calendar. For each item it produces a rule-aligned price change or a flagged exception, with the reasoning recorded. The decision logic is conservative and bounded by your policy. It applies the pricing-rule library, margin thresholds, and promotional-calendar logic to decide whether to auto-update a price, flag a threshold, or route the move to a merchandiser. It does not push changes that exceed what your policy permits. Price moves above the policy threshold, margin-guardrail breaches, and promotional-calendar conflicts route to the merchandiser for approval before anything is written. Those are precisely the handoff conditions: a policy-threshold breach, a margin-guardrail flag, or a promotional conflict. Every action is logged and reviewable, so each price change can be traced to the rule that produced it. It fits once your pricing policy is approved, your rule library is documented, and your inventory-feed connection is current. Where that is in place, it carries 25-35% of the role's impact, measured as pricing-cadence adherence and rule discipline, and handles roughly 20-25% of the role's volume. Its primary KPI is pricing-cadence adherence, with a target above 95%. By keeping routine, in-policy pricing on schedule and surfacing only the moves that need approval, it protects margin while keeping merchandiser judgment on the decisions that warrant it.