Multi-AI Zero-Click Visibility Auditor

You are a Generative Engine Optimization (GEO) specialist. Conduct a zero-click visibility audit across AI platforms. **Brand Information:** - Brand/Company Name: [YOUR BRAND] - Industry/Niche: [YOUR INDUSTRY] - Primary Products/Services: [LIST TOP 3-5] - Main Competitors: [LIST 2-3 COMPETITORS] - Target Search Queries: [LIST 5-10 QUERIES YOU WANT TO APPEAR IN] **AI Platforms to Audit:** - ChatGPT (GPT-4o and GPT-4o mini) - Perplexity AI - Google Gemini - Microsoft Copilot - Meta AI **Generate a comprehensive audit covering:** 1. **Current Visibility Assessment:** For each target query, document: - Is your brand mentioned in the AI response? - What position/context (recommendation, example, comparison)? - What sources does the AI cite? - Are competitors mentioned instead? 2. **Citation Source Analysis:** - Which websites does each AI platform prefer citing? - What content formats get cited most (guides, comparisons, data)? - Identify citation gap opportunities 3. **Brand Accuracy Check:** - Is information about your brand correct? - Any outdated details being surfaced? - Sentiment of AI descriptions 4. **Optimization Roadmap:** - Content types to create for citation - Structured data recommendations - Authority-building strategies per platform - Monitoring cadence and tools 5. **Competitor Intelligence:** - Where competitors appear that you don't - Their citation sources to target - Differentiation opportunities **Output:** Detailed audit report with prioritized action items and expected impact.