The questions that shape a reliable pricing workflow.

No. Competitor monitoring is one source of evidence. Reevals also covers product matching, explainable recommendations, approval and guardrails, campaign execution, collection workflows, analytics and governed integrations.

No. Start with the operational bottleneck that costs your team the most time or margin. The modules share the same product, evidence and decision context, so additional capabilities can be connected without rebuilding the workflow around another silo.

Reevals supports retailers, brands and manufacturers, distributors and agencies. The common requirement is a pricing process that needs observable market data, repeatable decisions and clear ownership.

We map the current pricing process, the decisions that matter, the sources available and the controls your team cannot compromise. The first implementation should remove a real bottleneck and leave a clear path to the wider decision loop.

Yes. Collection can cover individual product pages, list and search results, interaction-driven pages and CSV or XML feeds. The exact method depends on the source, its structure and the fields required by the pricing decision.

Freshness depends on the agreed collection schedule and source constraints. Reevals keeps timestamps, workflow health and data-quality states visible so an old observation is not presented as a live market fact.

Yes. Comparable price can include shipping and can be filtered or explained with availability, rating and trusted-seller context. Teams define which offer attributes matter for their market position.

Reevals proposes candidates using available identifiers and product attributes, then records match confidence and reviewed relationships. Low-confidence or strategically important matches can remain subject to human review.

Evaluation can run continuously, but publication follows the workflow your team configures. Recommendations may require approval, pass blocking guardrails and move only through enabled export or channel integrations.

Margin floors, minimum and maximum changes, competitor and stock conditions, rule priority and blocking checks constrain recommendations before publication. Reevals also keeps the reason and rule version attached to the decision.

Yes. A campaign can define its objective, product scope, schedule, target and approved baseline. Conflict handling and the exit action are explicit, so the normal strategy can be restored when the campaign ends.

Yes. Roles and permissions can separate analysis, approval and publication. The audit trail records who changed, approved or published a decision and when it happened.

GA4 can provide read-only funnel and revenue context alongside price history and campaign periods. Reevals labels the source and comparison window and does not present a descriptive relationship as proven causation.

The assistant can explain a product, scraper, catalog or pricing workflow using reviewed workspace context. Operational actions remain behind the same permissions, validation and approval controls as the rest of the platform.

Recommendations retain the relevant market position, matched-product context, strategy, guardrails and decision status. The goal is an explanation a pricing specialist can challenge—not a score that must be accepted on trust.

No. Reevals distinguishes observed measures, descriptive comparisons and modeled estimates. Reliability and source limitations should remain visible wherever a result could influence a commercial decision.

Inputs can include public product pages, CSV or XML feeds, internal catalog and sales data and read-only analytics sources. The implementation defines ownership, identifiers, update cadence and validation for each source.

Depending on the configured workflow, approved decisions can be delivered through the Product Export API, CSV output or an installed channel adapter. Request and audit logs keep the delivery path observable.

Yes. Reevals can operate as a specialist layer between market evidence, your business rules and existing commerce or ERP processes. The integration boundary is agreed before automation is enabled.

Bring a representative product set, the decisions you want to improve, the sources currently used, existing pricing constraints and the people responsible for approval and publication. That is enough to map a credible first workflow.