A reconciliation ledger that explains why AI marketing reports disagree with source platforms like Google Ads, Meta, or GA4, ensuring data consistency.
The agent compares data points from the 1ClickReport MCP against source platforms. It identifies discrepancies and builds a reconciliation ledger to determine if systems are measuring the same thing differently. This helps users trust the data by understanding the measurement differences.
- Category: Data and analysis
- Effect: Read-only
- MCP servers: 1ClickReport MCP (https://koskamo.com/explore/1clickreport-mcp)
- Source: Marketing Insights — Google Ads, Meta Ads & AI | 1ClickReport (https://www.1clickreport.com/blog)
- Source quote: "When an AI marketing report disagrees with Google Ads, Meta, GA4 or a store dashboard, first check whether the systems are measuring the same thing."
- Playbook page: https://koskamo.com/explore/use-cases/reconcile-discrepant-ai-marketing-reports
Prompt: Compare the current campaign metrics in 1ClickReport with the raw data from Google Ads and Meta. Build a reconciliation ledger to explain any discrepancies. Check if the systems are measuring the same events differently.