AI Visibility Assessment: Benchmark Your Brand in the Age of Generative Search
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The "Answer-First" Block
What is an AI Visibility Assessment? An
AI Visibility Assessment is a data-driven audit of how generative AI engines—including ChatGPT, Google Gemini, Perplexity, and Claude—perceive, cite, and recommend your brand. Unlike traditional SEO that tracks "blue links," this assessment measures your
AI Share of Voice and authority across Large Language Models (LLMs).
The New Bottom Line:
If AI isn't citing your brand as a top solution, you are becoming invisible to the next generation of searchers.
Effective review management is about generating volume while meticulously managing the conversation. We execute both with precision across platforms like Google, Apple, Bing, Yelp, and industry-specific directories.
The Problem: The "Invisibility Gap"
Why doesn't my brand show up in AI responses? Traditional SEO focuses on keyword density and backlinks. AI models focus on
Entities and Trust. If your website lacks structured data, verifiable citations, or modular "answer-first" content, AI models cannot confidently recommend you.
Common "invisibility" factors we analyze:
- Technical Friction: LLM crawlers being blocked or unable to parse deep site structures.
- Lack of E-E-A-T: Missing signals for Experience, Expertise, Authoritativeness, and Trust.
- Unstructured Data: Information buried in PDFs or long-form prose that AI can't "chunk."
Our 4-Pillar Assessment Framework
1. AI Share of Voice (SOV) Analysis
We benchmark your brand against competitors across 50+ high-intent industry prompts to see who the AI recommends first.
2. Citation & Source Mapping
We identify the specific "source of truth" websites (news, directories, or blogs) that AI engines are using to validate your business's claims.
3. Sentiment & Narrative Audit
We analyze the "brand archetype" AI assigns to you. Is your company seen as a premium leader, a budget-friendly alternative, or an outdated player?
4. GEO Technical Audit
We review your JSON-LD Schema markup and "quotability" to ensure AI crawlers can extract and attribute your data correctly.
SEO vs. GEO: A Comparison
| Metric | Traditional Measure | AI Visibility (GEO) |
|---|---|---|
| Success Indicator | Keyword Ranking (Top 10) | Citation & Brand Mention |
| Discovery Channel | Google Search Results | AI Overviews and Chatbots |
| User Action | Click-Through to Website | Direct Answer Consumption |
| Primary Goal | Traffic Volume | Authority and Recommendation |
How is AI Visibility different from SEO?
Traditional SEO optimizes for algorithms to drive clicks. AI Visibility (or GEO) optimizes for Large Language Models to drive brand mentions and authoritative recommendations within AI responses.
Can I improve my AI ranking quickly?
Yes. By restructuring your content into modular blocks and updating your Organization Schema, you can often see changes in AI citations within weeks as models re-index web data.
Which AI engines do you audit?
Our assessment covers the "Big Four": ChatGPT (OpenAI), Gemini (Google), Claude (Anthropic), and Perplexity, along with Google’s AI Overviews (SGE).
