MAHMOUD ABDELNABY
Reporting · PROJECT BLUEPRINT · 3

WhatsApp Click-to-Chat Attribution Bridge & CRM Matcher

Bridge the attribution gap between Meta Click-to-WhatsApp ads and closed CRM deals with an open tracking architecture.

Problem it addresses

Build an open-source WhatsApp attribution bridge blueprint: 1) System architecture specification for passing encoded tracking tokens in wa.me/?text= pre-filled messages, 2) Python webhook receiver script (whatsapp_webhook_parser.py) extracting lead parameters into CRM format, 3) Offline conversion upload formatting for Meta CAPI, 4) Sales representative logging SOP.

Who it is for

BOTH operating in high-growth e-commerce, digital publishing, and direct-response marketing across Saudi Arabia, UAE, and Egypt.

What is inside

Key files listed in the README repository architecture:

  • architecture/system-architecture.md
  • ARCHITECTURE.md
  • crm-templates/sales-rep-logging-sheet.md
  • DATA_MODEL.md
  • LICENSE
  • MONETIZATION.md
  • PRD.md
  • PROBLEM.md
  • README.md
  • ROADMAP.md
  • scripts/generate_tracking_links.py
  • scripts/whatsapp_webhook_parser.py

How to evaluate and use it

  1. Read the README first and confirm that the documented problem matches your use case.
  2. Inspect the listed files to find the data, tools, templates, and tests relevant to your task.
  3. Follow the repository’s Quick Start and check prerequisites before running commands.
  4. Compare outputs with documented examples and review limitations before using them in a decision or client workflow.

Quick Start from the README: python -m unittest discover -s tests · python src/token_generator.py --help

Scope and limitations

  • WABA Click-to-Chat Handshake: Captures pre-filled message reference tokens or dynamic URL parameters to connect ad click IDs (fbclid, gclid) to incoming CRM chats.
  • Downstream Conversion Attribution: Maps completed offline WhatsApp orders back into Meta CAPI and Google Ads as offline purchase conversions.
  • GDPR / PDPL Opt-In Consent: Captures explicit user consent prior to saving telephone numbers and initiating automated remarketing sequences.

This page summarizes the available documentation; it does not establish performance or business results. Verify data and prerequisites before use.

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