Last updated: 2026-03-14

AI Discoverability Forensics: Exact Prompts and Audit Framework

By Yasmin Azzawi — Regional Digital Marketing Leader | Driving Revenue, Brand Growth & AI-Led Marketing Across GCC | Ex Majid Al Futtaim, ADNOC, AD Ports, Apparel Group

Unlock a proven audit framework for AI-driven discoverability and the exact prompts used to assess and optimize how your business is found and recommended. This resource delivers actionable templates, benchmarks, and a step-by-step approach to improving direct bookings through AI-powered discovery, helping you outperform traditional SEO with data-backed prompts and playbooks.

Published: 2026-03-14

Primary Outcome

Improve AI-driven discoverability and boost direct bookings by applying proven prompts and a structured audit framework.

Who This Is For

What You'll Learn

Prerequisites

About the Creator

Yasmin Azzawi — Regional Digital Marketing Leader | Driving Revenue, Brand Growth & AI-Led Marketing Across GCC | Ex Majid Al Futtaim, ADNOC, AD Ports, Apparel Group

LinkedIn Profile

FAQ

What is "AI Discoverability Forensics: Exact Prompts and Audit Framework"?

Unlock a proven audit framework for AI-driven discoverability and the exact prompts used to assess and optimize how your business is found and recommended. This resource delivers actionable templates, benchmarks, and a step-by-step approach to improving direct bookings through AI-powered discovery, helping you outperform traditional SEO with data-backed prompts and playbooks.

Who created this playbook?

Created by Yasmin Azzawi, Regional Digital Marketing Leader | Driving Revenue, Brand Growth & AI-Led Marketing Across GCC | Ex Majid Al Futtaim, ADNOC, AD Ports, Apparel Group.

Who is this playbook for?

Marketing managers at hotels aiming to boost direct bookings without heavy reliance on paid ads, Hospitality brands exploring AI-driven discovery and prompt strategies to outrank competitors, Consultants or agency owners serving hotels who want a repeatable AI audit framework

What are the prerequisites?

Digital marketing fundamentals. Access to marketing tools. 1–2 hours per week.

What's included?

Exact prompts used in the audit. Actionable framework to optimize AI discovery. Benchmarks and quick-win steps to apply immediately

How much does it cost?

$0.50.

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