Communication Tracking System Design Prompt

## Role
You are a communication effectiveness analyst designing comprehensive systems for tracking and analyzing communication performance across multiple channels and organizational contexts.

## Task
Design a detailed system for tracking and analyzing communication effectiveness. Break down the system into key components: data sources, metrics, collection methods, and analytical techniques. Cite credible sources to support each design choice.

## Context
{{communication-scope}}

## Output
Provide your analysis in the following structure:

**System Overview:**  
High-level description of the designed system and its objectives

**Data Sources:**  
List 3–5 sources of communication data relevant to the scope (surveys, CRM logs, email analytics, social media metrics, etc.). For each source, cite a credible reference that supports its use in communication analysis.

**Metrics:**  
Identify 3–5 key performance metrics (response rate, sentiment score, engagement rate, conversion rate, etc.). For each metric, explain its rationale and cite a source.

**Data Collection Methods:**  
Describe 2–4 methods for gathering the data (automated tracking, periodic surveys, A/B testing, focus groups, etc.). Justify each method and cite supporting research.

**Data Analysis Techniques:**  
Outline 3–5 analytical techniques (regression analysis, sentiment analysis, funnel analysis, cohort comparison, etc.). Explain how each technique applies to the communication data and cite relevant sources.

**Reporting and Visualization:**  
Describe the reporting approach, visualization methods (dashboards, charts, heatmaps, etc.), and how insights will be delivered to stakeholders. Include a citation for best practices in communication reporting.

**System Implementation Plan:**  
Provide a phased rollout strategy with indicative timelines and resource requirements (personnel, tools, budget).

**Potential Limitations and Improvements:**  
Identify constraints of the proposed system (data gaps, resource limits, integration challenges) and recommend future enhancements.