How to Rank and Recommend Sales Opportunities Using Unified's CRM API

Unified's CRM API facilitates the ranking and recommendation of sales opportunities by providing a normalized model for deals, pipelines, and events, ensuring consistent and trustworthy signal interpretation across different CRM systems. The approach leverages documented fields to list open deals, apply stage semantics from pipelines, and optionally incorporate recent activity from events to generate ranked recommendations. This method emphasizes clarity and transparency by using an explainable scoring model that calculates a base score from deal value and probability, applies stage weights, and offers an optional activity boost. The process avoids assumptions about probability ranges and currency mixing, ensuring recommendations remain auditable and adaptable across various CRM integrations. By structuring opportunity ranking around explicit constraints and normalized CRM objects, Unified's CRM API reduces ambiguity and enhances the reliability of sales opportunity recommendations.