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Geo Llm Visibility Audit

GPTClaudeGemini··592 copies·updated 2026-07-14
geo-llm-visibility-audit.prompt
---
title: "GEO Audit Prompt — Check If ChatGPT, Claude & Gemini Recommend Your Brand"
author: "Mahmoud Omar"
author_url: "https://mahmoudomar.com"
category: "seo"
type: "prompt"
level: "beginner"
works_with: "Claude, ChatGPT, Gemini, Perplexity"
language: "Bilingual"
last_verified: "2026-07-02"
hook: "Google ranks pages. LLMs rank brands. Which one are you optimizing for?"
email_subject: "Does AI even know your brand exists? Test it in 10 minutes"
short_pitch: "A structured GEO audit: run these queries across ChatGPT, Claude, Gemini & Perplexity, score your brand visibility, and get a 30-day fix plan."
---

# GEO Audit Prompt — LLM Brand Visibility Check

> Run one structured audit across the major AI assistants and find out if they mention, recommend, or ignore your brand — then get a prioritized 30-day GEO action plan.

## ⚡ What it does

Generative Engine Optimization (GEO) is the new SEO layer: when users ask AI "best [category] in [market]", either your brand appears or your competitor's does. This audit measures your current AI visibility and turns the gaps into an action plan.

## 🎯 When I use it (real scenario)

Ran this for my own products. One brand appeared in 11 of 20 category queries after 8 weeks of GEO work (structured pages, consistent entity descriptions, backlinks from cited sources). Started at 2 of 20. Same method now runs as a monthly check across client brands in Egypt and GCC.

## 📋 The Prompt

when to use it

Community prompt sourced from the open-source GitHub repo growthack88/growth-marketing-os (MIT). A "Geo Llm Visibility Audit" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.

tags

marketingcommunitygeneral

source

growthack88/growth-marketing-os · MIT