When pricing becomes hard to manage
- competitor prices are checked manually
- it is unclear which products to lower, raise or ignore
- margin and risky gaps are not visible in one view
- the team has no audit trail for price decisions
Commerce data · Pricing intelligence
Pricing data that supports decisions without unsafe automatic changes.
We help design the technical foundation for price comparison, competitor monitoring, margin rules, exceptions, review state, exports and dashboards that can be used in real operations.
Price and competitor monitoring
Margin rules and review states
Exports, audit and operational views
What the outcome should be
- competitor and product-pair overview
- benchmark, margin and risky-gap rules
- review state for products that need attention
- exports, logs and decision dashboard
Scope
Pricing data remains under human control.
- Price sources and product-matching rules
- Benchmarks, margin limits and risk flags
- Review queue and explainable change proposal
- Exports, history and decision dashboard
Scope
When this service fits
- a store with a larger catalogue
- a team tracking competitors
- a business with frequent price changes
- a company that needs to protect margin and decide from data
Delivery approach
How we work
Map
We map products, competitors, identifiers, price, availability, margin and business rules.
Design
We design benchmark strategy, review reasons, risk states and audit logic.
Implement
We prepare data collection or import, calculations, exports and interface based on scope.
Verify
We test a product sample, set the review process and document rules.
Outputs
Typical deliverables
- pricing process design
- product and competitor mapping
- margin and benchmark rules
- review dashboard or export
- audit history and documentation
What is not included
What pricing intelligence does not do
- It does not guarantee completeness or freshness of third-party data.
- It does not change prices automatically without agreed limits and review controls.
- It does not replace commercial, legal or tax decisions.
Related proof or project
Mespi uses pricing data as decision support.
The project demonstrates product matching, margin-limit checks and clear results for pricing decisions.
Mespi.sk
A multi-market store with its own product, warehouse, pricing, marketing and operational workflows.
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View details FAQ
Specific answers before the first conversation.
Is scraping always appropriate?
No. It depends on legal, technical and commercial conditions of the source. Sometimes an official feed, import, manual mapping or limited audit process is better.
Will the system change prices automatically?
Not as a first step. It is safer to start with a review process, exports and recommendations. Automatic changes make sense only after clear rules and risk control.
Can this connect to Shopify?
Yes, when it is clear which prices should change, who approves them and how exceptions, margin and audit are handled.
Want to stop handling prices only through manual comparison?
Send example products, competitors and margin rules. We will suggest whether to start with audit, monitoring, export or review dashboard.