Merchandising system blueprint
This system ranks category, collection, search, and recommendation placements using current product, stock, margin, demand, campaign, and shopper signals. It lets merchants define guardrails, review proposed changes, and understand why products are promoted, buried, pinned, or excluded.
- Business function
- Growth
- Operating context
- D2C & e-commerce
- Primary owner
- Head of E-commerce Merchandising
Operating brief
What starts the system
Product, inventory, pricing, campaign, behavior, or merchandising-rule data changes.
Merchant pins, exclusions, brand rules, and legal restrictions override automated ranking
Operating sequence
How the system works
1. Validate eligible products and calculate relevance and commercial signals by placement and audience.
2. Apply merchant rules, explain ranking changes, and surface conflicts such as low stock or poor margin.
3. Route material changes for review, publish approved rankings, and monitor subsequent performance.
Inputs
- Product catalogue, attributes, availability, price, and margin
- Views, searches, carts, purchases, returns, and conversion signals
- Campaign calendar, assortment policy, exclusions, pins, and ranking goals
Outputs
- Approved product ranking by collection, search, and placement
- Ranking explanation, exception, and performance record
Controls
- Merchant pins, exclusions, brand rules, and legal restrictions override automated ranking
- Material rule or objective changes require owner approval and versioning
Source landscape
Examples of systems it may connect to
- Shopify
- Adobe Commerce
- Nosto
- Voyado Elevate
- Algolia
Reusable core
What can carry across companies
The reusable core is eligibility, scoring, rule application, explainable ranking, approval, and performance monitoring.
Your installation
What must be adapted
Catalogue structure, signals, objectives, campaigns, audiences, brand policy, stock buffers, and review thresholds are store-specific.
Start with the closest pattern–or start from your process.
The catalogue represents reusable operating shapes, not fixed off-the-shelf applications.