AI Conversion Reconcile Agent: Detect and Fix CRM Gaps

AI Conversion Reconcile Agent: Detect and Fix CRM Gaps

The AI Conversion Reconcile Agent is a tool designed to identify and remedy discrepancies between platform conversion exports and CRM data. It examines the discrepancies reported by GA4, Google Ads, Meta, or tag managers and aligns them with CRM or financial systems. The agent focuses on determining the reasons for conversion number variations, providing ranked causes along with supporting evidence, all without requiring API access.

What this skill does

• Identifies the two exports by their role: one from a marketing or analytics platform and the other from a CRM or financial system.
• Ensures both files contain row-level conversion data with a common identifier for accurate reconciliation.
• Executes the reconciliation process using the `scripts/reconcile.py` script, compatible with Python 3 interpreters.
• Automatically detects keys, but allows manual key specification if necessary.
• Interprets exit codes effectively to determine whether material divergence exists in data.

Who it is for

This skill is tailored for developers and teams utilizing AI coding agents, such as Claude Code, Cursor, and Codex, who seek to improve data consistency between marketing analytics and CRM data. It is particularly useful for those who frequently address data discrepancies across reporting platforms and internal systems.

Use cases

• Aligning conversion data discrepancies between Google Ads and CRM systems.
• Resolving disputes over attribution windows between marketing and finance teams.
• Validating dashboard metrics by cross-referencing with CRM exports.

Technical details

The AI Conversion Reconcile Agent utilizes agent-skills and aiapplication tools specific to the conversion-reconcile process. It operates by executing a Python script to compare exported data sets, thus identifying and clarifying any notable divergences. The skill is compatible with AI coding environments like Claude Code, ensuring seamless integration into existing workflows.

Source & Licence

This package is built on open-source work published by m7mdwb (m7mdwb/martech-verify) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.