Mahmoud Abdelnaby
DIGITAL MARKETING TASK FRAMEWORK · FW-025

Social Media Marketing · CHECKLIST

Arabic Customer-Service Chatbot Dialect Guardrail & 'False-Friends' Lexicon Checklist

Prevent AI customer-service chatbots on WhatsApp, Instagram, and web chat from offending Arab shoppers through cross-dialectal 'false friends', misread Gulf…

01

When this helps

Use before deploying or updating any AI customer-support agent on WhatsApp Business, Instagram DM, Facebook Messenger, or website live chat in KSA, UAE, Kuwait, Qatar, or Egypt

02

What it is

This task-level aid is one of 92 specialized frameworks across nine digital-marketing disciplines. It is part of the task-specific library and can be paired with relevant portfolio playbooks.

03

Review before use

Confirm current platform behavior, market rules, and evidence with primary sources and a qualified reviewer before applying this material. Examples are illustrative unless explicitly identified otherwise; they are not client results.

Review draft · not legal or platform approval